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Dr. Tripty Singh

Associate Professor, School of Computing, Bengaluru

Qualification: M.Tech., Ph.D
tripty_singh@blr.amrita.edu
Tripty Singh Google Scholar Profile
Research Interest: Artificial Intelligence, Computer Vision, Image Processing, Medical Image Processing, Netwok Administration, Netwok Designing, Network Security, Pattern Recognition

Bio Publications Projects Achievements Student Guidance Invited Talk / Guest Lecture Research Scholars
Bio

Dr. Tripty Singh is an accomplished researcher and Associate Professor in the Department of Computer Science at Amrita School of Engineering, Bengaluru, where she has served with distinction since 2012. A Senior IEEE Member, she has earned global recognition for her influential research and has been listed among the world’s top 2% scientists by Stanford University, a testament to her far-reaching impact on the international scientific community.

With over two decades of academic and research experience, Dr. Singh has made pioneering contributions across a broad spectrum of cutting-edge domains, including: Medical Image Synthesis and Translation, Multi-omics Data Integration, Bio-signal Processing, Neuroimaging Innovations, AI-Driven Radiology for Oncology, Digital Pathology Enhancement, Multi-modal Image Fusion, 3D/4D Imaging Optimization for Surgical Planning, Electronic Health Record Analytics,

Her work consistently advances the frontier of medical practice through interdisciplinary collaboration and technological innovation. She has collaborated with Hospitals like HCG, NIMHANS, Narayana Mazumdar Saw Cancer Research Center, Manipal Hospital , Aster Medcity, Amrita Hospital Faridabad and Amrita Hospital Kochi. Also She has collaboration with Wisconsin University, Finland University Australia and University of North Texas,

Dr. Singh’s academic credentials reflect a strong and progressive trajectory. She completed her Bachelor’s degree in Electronics and Instrumentation from SGSITS, Indore (DAVV University) in 1999, followed by a Master’s in Information Technology from IIITM-Gwalior (2002–2004). She earned her Doctorate in Medical Image Processing from MITS, RJTU (State Technical University), Madhya Pradesh between 2008 and 2013.

Her research productivity is evidenced by an extensive publication record in leading venues such as IEEE Access, Scientific Reports, Brain Informaticca, Procedia Computer Science, and Multimedia Tools and Applications. Dr. Singh has successfully guided two PhD scholars (with two additional theses submitted) and is currently mentoring four research scholars in collaboration with premier hospitals and research institutes.

She has played key leadership roles in major international conferences, serving as the Organizing Chair of the 11th and 12th International Conference on Computing, Communication and Networking Technologies (ICCCNT) held at IIT Kharagpur in 2020 and 2021, and as a Technical Program Committee Member in 2022. She has also served as Program Chair for the Fifth International Conference on Applications of Digital Information and Web Technologies (ICADIWT 2013) and Program Co-Chair for the Third International Conference on Innovative Computing Technology (INTECH 2013) in London, U.K.

Her professional service includes editorial and reviewer responsibilities for several respected journals, such as the International Journal of Computer Engineering and the International Journal of Computer and Information. She holds memberships in notable professional bodies, including IEEE, MIAENG, and LMISOI.

Dr. Singh’s work has been recognized with several prestigious international honors, including the Best Idea Award (3Bs), the Young International Investigator Award, and the Best Paper Presentation Award (ICEEE), reflecting her unwavering dedication to innovation, excellence, and global scientific advancement.

Her sustained achievements exemplify her commitment to expanding the horizons of scientific knowledge, nurturing research excellence, and contributing profoundly to the global academic and research ecosystem.

Publications

Conference Proceedings

Year : 2025

Deep Learning for Enhanced Delineation and Classification in Brain MRI Images

Cite this Research Publication : K. Afnaan, Koti Leela Sai Praneeth Reddy, Kadam Prajwal Dharmaraj, Keerthana Ajith, Tripty Singh, Khaled Hushme, Deep Learning for Enhanced Delineation and Classification in Brain MRI Images, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98356-6_11

Publisher : Springer Nature Switzerland

Year : 2025

Leveraging Convolutional Neural Networks for Gait Recognition and Individual Identification for Improved Neurological Care

Cite this Research Publication : K. Afnaan, Poluru Reddy Jahanve, Prajna Aasritha Adabala, Siwani Karna, Tripty Singh, Khaled Hushme, Leveraging Convolutional Neural Networks for Gait Recognition and Individual Identification for Improved Neurological Care, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98356-6_10

Publisher : Springer Nature Switzerland

Year : 2025

Advanced Multi-class Brain Tumor Segmentation Using Deep Learning Architectures

Cite this Research Publication : Sreya Chowdary Karuturi, K. Satya Sai Santhosh, Charan Mandava, K. Afnaan, Tripty Singh, Advanced Multi-class Brain Tumor Segmentation Using Deep Learning Architectures, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98356-6_6

Publisher : Springer Nature Switzerland

Year : 2025

A Hybrid Deep Learning Framework for Image Deblurring and Colorization Using CNNs and GANs

Cite this Research Publication : Karamala Rooshita, Nandikolla Venkata Vyshnavi, Nara R Sanjana Chowdary, Tripty Singh, Afnaan K, A Hybrid Deep Learning Framework for Image Deblurring and Colorization Using CNNs and GANs, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98356-6_22

Publisher : Springer Nature Switzerland

Year : 2025

Kidney Stone Detection in CT Scans: A Hybrid Approach with Machine Learning and Deep Learning

Cite this Research Publication : Kundrapu Vineetha, Mettukuru Tharun Reddy, Narisetty Prathima, Tripty Singh, Kidney Stone Detection in CT Scans: A Hybrid Approach with Machine Learning and Deep Learning, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98360-3_10

Publisher : Springer Nature Switzerland

Year : 2025

Automated Melanoma Detection Using Integrated Neural Network Architectures

Cite this Research Publication : Gontla Venkat Sujan, K. Afnaan, Tripty Singh, Khaled Hushme, Automated Melanoma Detection Using Integrated Neural Network Architectures, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98356-6_21

Publisher : Springer Nature Switzerland

Year : 2025

A Low-Cost Vision-Based Framework for Autonomous Driving Using YOLO, MiDaS, and Stereo Vision

Cite this Research Publication : V. Gopi Kiran, T. Hemanth Babu, N. A. Vidula, Tripty Singh, A Low-Cost Vision-Based Framework for Autonomous Driving Using YOLO, MiDaS, and Stereo Vision, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98360-3_4

Publisher : Springer Nature Switzerland

Year : 2025

Deep Learning-Based Comparative Analysis for Endometriosis Classification

Cite this Research Publication : S. Akhilesh, T. Anisha Reddy, Tripty Singh, K. Afnaan, Deep Learning-Based Comparative Analysis for Endometriosis Classification, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98360-3_9

Publisher : Springer Nature Switzerland

Year : 2025

A Comparative Study of Deep Learning Models for MRI to CT Image Synthesis

Cite this Research Publication : Afnaan K, Telidela Jaswanth, Samudrala Nishal, Sukka Dhakshin Kumar, Tripty Singh, Khaled Hushme, A Comparative Study of Deep Learning Models for MRI to CT Image Synthesis, 2025 3rd International Conference on Integrated Circuits and Communication Systems (ICICACS), IEEE, 2025, https://doi.org/10.1109/icicacs65178.2025.10968915

Publisher : IEEE

Year : 2025

A Deep Learning Framework for Early Detection and Diagnosis of Plant Diseases

Cite this Research Publication : Vinay K, Vempalli Surya, Thushar S, Tripty Singh, Apurvanand Sahay, A Deep Learning Framework for Early Detection and Diagnosis of Plant Diseases, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.376

Publisher : Elsevier BV

Year : 2025

Speech Emotion Recognition Using Machine Learning

Cite this Research Publication : Asritha Veeramaneni, V. Samitha, Talluri Charitha, Sagi Shriya, Tripty Singh, Speech Emotion Recognition Using Machine Learning, Lecture Notes in Electrical Engineering, Springer Nature Singapore, 2025, https://doi.org/10.1007/978-981-97-4711-5_14

Publisher : Springer Nature Singapore

Year : 2025

Real-Time Sign Language to Text and Speech Conversion: Bridging the Communication Gap with EfficientNetB4

Cite this Research Publication : Tina Babu, Rekha R. Nair, Tripty Singh, Afnaan K., Real-Time Sign Language to Text and Speech Conversion: Bridging the Communication Gap with EfficientNetB4, 2025 12th International Conference on Computing for Sustainable Global Development (INDIACom), IEEE, 2025, https://doi.org/10.23919/indiacom66777.2025.11115658

Publisher : IEEE

Year : 2025

Comparative Analysis of Deep Learning Models for Automated Cataract Detection in Medical Imaging

Cite this Research Publication : Tina Babu, Rekha R. Nair, Tripty Singh, K. Afnaan, Comparative Analysis of Deep Learning Models for Automated Cataract Detection in Medical Imaging, 2025 12th International Conference on Computing for Sustainable Global Development (INDIACom), IEEE, 2025, https://doi.org/10.23919/indiacom66777.2025.11115703

Publisher : IEEE

Year : 2025

Unraveling Dementia Severity: A Deep Learning Approach for Brain MR Image-Based Prediction and Misclassification Analysis

Cite this Research Publication : Rekha R Nair, Tina Babu, Tripty Singh, Unraveling Dementia Severity: A Deep Learning Approach for Brain MR Image-Based Prediction and Misclassification Analysis, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.354

Publisher : Elsevier BV

Year : 2025

Comparing the Pre-Trained Models with LSTM Combination to Improve Image Captioning Technology

Cite this Research Publication : L D Mukil, Tripty Singh, Mansi Sharma, Comparing the Pre-Trained Models with LSTM Combination to Improve Image Captioning Technology, 2025 3rd International Conference on Integrated Circuits and Communication Systems (ICICACS), IEEE, 2025, https://doi.org/10.1109/icicacs65178.2025.10967925

Publisher : IEEE

Year : 2025

Exploring Ensemble Architectures for Lung X-Ray Multi-Class Image Classification using CNN-LSTM

Cite this Research Publication : Rekha R Nair, Tripty Singh, Exploring Ensemble Architectures for Lung X-Ray Multi-Class Image Classification using CNN-LSTM, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.317

Publisher : Elsevier BV

Year : 2020

Neuro-Fuzzy based Multimodal Medical Image Fusion

Cite this Research Publication : R. R. Nair, Karumanchi, S. H., and Dr. Tripty Singh, “Neuro-Fuzzy based Multimodal Medical Image Fusion”, 2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT). IEEE, 2020.

Publisher : 2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), IEEE

Year : 2020

Modified Hough Transformation for ROI

Cite this Research Publication : N. Oruganti and Dr. Tripty Singh, “Modified Hough Transformation for ROI”, 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT). 2020.

Publisher : 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)

Year : 2020

Best Fit Polygonal Approximation for Multiple ROI Estimation

Cite this Research Publication : N. Oruganti and Dr. Tripty Singh, “Best Fit Polygonal Approximation for Multiple ROI Estimation”, 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT). 2020.

Publisher : 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)

Year : 2019

Fractal Image Processing and Analysis for Compression of Hyperspectral Images

Cite this Research Publication : Dr. Tripty Singh and Babu, T., “Fractal Image Processing and Analysis for Compression of Hyperspectral Images”, 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT). IEEE, 2019.

Publisher : 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE

Year : 2019

Universal Image Segmentation Technique for Cancer Detection in Medical Images

Cite this Research Publication : Dr. Tripty Singh and Karanchery, S., “Universal Image Segmentation Technique for Cancer Detection in Medical Images”, 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT). 2019.

Publisher : 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)

Year : 2019

Tetrahedral 3D Mesh Generation for Medical Images

Cite this Research Publication : S. Pramod G. and Dr. Tripty Singh, “Tetrahedral 3D Mesh Generation for Medical Images”, International Conference on Recent Trends in Electronics, Information & Communication Technology. Sri Venkateshwara College of Engineering, Bengaluru, India, 2019.

Publisher : International Conference on Recent Trends in Electronics, Information & Communication Technology

Year : 2019

Novel Approach for Detection of Early Diabetic Retinopathy

Cite this Research Publication : R. M.S.P, Mahakalkar, N. A., and Dr. Tripty Singh, “Novel Approach for Detection of Early Diabetic Retinopathy”, 3rd International Conference on Inventive Systems and Control (ICISC 2019). JCT College of Engineering and Technology, Coimbatore , 2019.

Publisher : 3rd International Conference on Inventive Systems and Control (ICISC 2019)

Year : 2019

Multi Modal Medical Image Fusion Using CNN

Cite this Research Publication : M. P, Dr. Tripty Singh, Nayar, D. Ravi, and Kumar, D. Shiv, “Multi Modal Medical Image Fusion Using CNN”, 3rd International Conference on Inventive Systems and Control (ICISC 2019) . JCT College of Engineering and Technology, Coimbatore, 2019.

Publisher : 3rd International Conference on Inventive Systems and Control (ICISC 2019)

Year : 2018

Developing Deep PCANet for Breast Cancer staging on Histopathological Data

Cite this Research Publication : R. Mukkamala Neeraja, Pamidi, S., Babu, T., and Dr. Tripty Singh, “Developing Deep PCANet for Breast Cancer staging on Histopathological Data”, International Conference on Advances in Computing, Communications and Informatics (ICACCI). PES, Bengaluru, 2018.

Publisher : International Conference on Advances in Computing, Communications and Informatics (ICACCI). PES, Bengaluru, 2018.

Year : 2017

Reinforcement Learning based Search algorithm in Social Network

Cite this Research Publication : H. Singh and Dr. Tripty Singh, “Reinforcement Learning based Search algorithm in Social Network”, International Conference On Smart Technologies For Smart Nation (SmartTechCon2017). Reva University,Bengaluru, 2017.

Publisher : International Conference On Smart Technologies For Smart Nation .

Year : 2017

Optimal election winning search algorithm for distributed systems

Cite this Research Publication : A. Sahay, Dr. Tripty Singh, Karthik, G., and Angadi, S., “Optimal election winning search algorithm for distributed systems”, 2017 2nd International Conference on Telecommunication and Networks (TEL-NET). IEEE, 2017.

Publisher : 2nd International Conference on Telecommunication and Networks (TELNET-2017)

Year : 2017

Multinomial Logistic Regression and Hybrid GLCM for Cervical Cancer Diagnosis and Prognosis

Cite this Research Publication : Dr. Tripty Singh and , “Multinomial Logistic Regression and Hybrid GLCM for Cervical Cancer Diagnosis and Prognosis”, International Conference on Innovations in Control, Communication and Information Systems (ICICCI-2017). Noida, India, 2017.

Publisher : International Conference on Innovations in Control, Communication and Information Systems.

Year : 2017

Modified Level Cut Liver Segmentation from CT

Cite this Research Publication : R. R. Nair, Dr. Tripty Singh, Nayar, R., and Kumar, S., “Modified Level Cut Liver Segmentation from CT”, 9th International Conference on Advanced Computing (ICoAC 2017). MIT, Chennai, 2017.

Publisher : 9th International Conference on Advanced Computing

Year : 2017

Logistic Regression for Mouth (orotracheal) or nose (nasotracheal) Endotracheal Intubation

Cite this Research Publication : R. R. Nair and Dr. Tripty Singh, “Logistic Regression for Mouth (orotracheal) or nose (nasotracheal) Endotracheal Intubation”, International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI-2017), . IEEE, Saveetha Engineering College Chennai , 2017.

Publisher : International Conference on Power, Control, Signals and Instrumentation Engineering

Year : 2017

Estimation of Field of View on Human Fundus Image

Cite this Research Publication : D. David and Dr. Tripty Singh, “Estimation of Field of View on Human Fundus Image”, International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS 2017). Chennai, 2017.

Publisher : International Conference on Energy, Communication, Data Analytics and Soft Computing

Year : 2017

Energy Aware Routing Protocol for Ad-Hoc Networks

Cite this Research Publication : Dr. Tripty Singh and Das, S., “Energy Aware Routing Protocol for Ad-Hoc Networks”, International Conference on Innovations in Control, Communication and Information Systems (ICICCI-2017). Delhi-NCR, Greater Noida, India, 2017.

Publisher : International Conference on Innovations in Control, Communication and Information System.

Year : 2017

Comparative Analysis of Wavelet Transform Methods for Fusion of CT and PET Images

Cite this Research Publication : A. R. Doke and Dr. Tripty Singh, “Comparative Analysis of Wavelet Transform Methods for Fusion of CT and PET Images”, International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI-2017), . Saveetha Engineering College, Chennai, 2017.

Publisher : International Conference on Power, Control, Signals and Instrumentation Engineering

Year : 2017

Colon Cancer Detection in Biopsy Images for Indian Population at Different Magnification Factors Using Texture Features

Cite this Research Publication : T. Babu, Dr. Tripty Singh, Dr. Deepa Gupta, and Hameed, S., “Colon Cancer Detection in Biopsy Images for Indian Population at Different Magnification Factors Using Texture Features”, 9th International Conference on Advanced Computing (ICoAC 2017). MIT, Chennai , 2017.

Publisher : 9th International Conference on Advanced Computing

Year : 2016

Modeling architecture for telecomm services and computing the improvement attained on key performance indicators

Cite this Research Publication : Dr. Tripty Singh, “Modeling architecture for telecomm services and computing the improvement attained on key performance indicators”, in Proceeding - IEEE International Conference on Computing, Communication and Automation, ICCCA 2016, 2016, pp. 1325-1331.

Publisher : Proceeding - IEEE International Conference on Computing, Communication and Automation, ICCCA 2016, Institute of Electrical and Electronics Engineers Inc., p.1325-1331.

Year : 2015

Web Security: A prototype Tool for Detecting Web Application Vulnerability

Cite this Research Publication : A. H.M., Dr. Tripty Singh, G., A., and Joseph, G., “Web Security: A prototype Tool for Detecting Web Application Vulnerability”, International Conference on Emerging Trends in Engineering, Business and Disaster Management(ICBDM 2015). Noorul Islam University, Kumaracoil, Tamilnad, 2015.

Publisher : International Conference on Emerging Trends in Engineering, Business and Disaster Management(ICBDM 2015)

Year : 2015

Parametric Free Kernel Based Fuzzy C Means Algorithm in Color Image Segmentation

Cite this Research Publication : Dr. Tripty Singh, K, J. Varghese, Joseph, G., H.M., A., and G., A., “Parametric Free Kernel Based Fuzzy C Means Algorithm in Color Image Segmentation”, International Conference on Emerging Trends in Engineering, Business and Disaster Management(ICBDM 2015). Noorul Islam University, Kumaracoil, Tamilnadu,India, 2015.

Publisher : International Conference on Emerging Trends in Engineering, Business and Disaster Management(ICBDM 2015)

Year : 2014

Obstacle Detection for Navigation of Robot Using Computer Vision and Laser Rangefinder

Cite this Research Publication : Dr. Tripty Singh and S, A., “Obstacle Detection for Navigation of Robot Using Computer Vision and Laser Rangefinder”, International Conference on ‘Recent Trends in Electrical and Electronics Engineering (ICRTEEE)’. 2014.

Publisher : International Conference on ‘Recent Trends in Electrical and Electronics Engineering (ICRTEEE)’

Year : 2014

Novel Restoration Process for degraded Image (Development of GUI for Restoration of Degraded Image by different filters)

Cite this Research Publication : Dr. Tripty Singh, “Novel Restoration Process for degraded Image (Development of GUI for Restoration of Degraded Image by different filters)”, in Fifth International Conference on ‘Signal and Image Processing, 2014.

Publisher : Fifth International Conference on ‘Signal and Image Processing

Year : 2014

Novel Restoration Process for degraded Image

Cite this Research Publication : Dr. Tripty Singh, “Novel Restoration Process for degraded Image”, in Proceedings - 2014 5th International Conference on Signal and Image Processing, ICSIP 2014, Bangalore, Karnataka, 2014.

Publisher : Proceedings - 2014 5th International Conference on Signal and Image Processing, ICSIP 2014

Year : 2014

A Novel Method of Head Tracking Cursor Control System Using Open CV

Cite this Research Publication : Dr. Tripty Singh, K., N., and R., M., “A Novel Method of Head Tracking Cursor Control System Using Open CV”, International Conference on ‘Computer Science, Electronics and Communication Engineering (ICCECE). Institute for Research & Development India (IRD), Pune, Maharashtra, 2014.

Publisher : International Conference on ‘Computer Science, Electronics and Communication Engineering (ICCECE)

Year : 2014

New Technique for Image Enhancement In Biomedical Applications (For MRI, CT, MAMMOGRAM AND ULTRASOUND)

Cite this Research Publication : S. S. and Dr. Tripty Singh, “New Technique for Image Enhancement In Biomedical Applications (For MRI, CT, MAMMOGRAM AND ULTRASOUND)”, International Conference on ‘Recent Trends in Electrical and Electronics Engineering (ICRTEEE). 2014.

Publisher : International Conference on ‘Recent Trends in Electrical and Electronics Engineering (ICRTEEE)

Year : 2014

Image Vector Classification Algorithm for Hand-Writing Verification

Cite this Research Publication : Dr. Tripty Singh and Mishra, S., “Image Vector Classification Algorithm for Hand-Writing Verification”, in International Conference on Advances in Computing, Communications and Informatics (ICACCI), Greater Noida, India., 2014.

Publisher : International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2014

Development of an Intelligent Recognition System using Iris and Sclera Features

Cite this Research Publication : Dr. Tripty Singh and K., J. Varghese, “Development of an Intelligent Recognition System using Iris and Sclera Features”, ICCTAC International Conference on ‘Current Trends in Advanced Computing’. Kristu Jayanti College, Bengaluru, 2014.

Publisher : ICCTAC International Conference on ‘Current Trends in Advanced Computing’

Year : 2014

BER and LLR Analysis with MC-CDMA using BPSK/ QAM Techniques for Wireless Communication

Cite this Research Publication : Dr. Tripty Singh, V.V.V.S.N., B. K., and R., M., “BER and LLR Analysis with MC-CDMA using BPSK/ QAM Techniques for Wireless Communication”, International Conference on Information and Communication Technologies (ICICT, 2014). Tirupati, 2014.

Publisher : International Conference on Information and Communication Technologies (ICICT, 2014)

Year : 2013

Designing of new Template Matching Algorithm for Object Tracking

Cite this Research Publication : Dr. Tripty Singh, “Designing of new Template Matching Algorithm for Object Tracking”, International Conference on ‘Current Trends in Advanced Computing (ICCTAC)’. KJCMT, IJCA and ISRO at Bengaluru, 2013.

Publisher : International Conference on ‘Current Trends in Advanced Computing (ICCTAC)’

Year : 2013

Design of New Pattern Classifier based on Morphological Parameter

Cite this Research Publication : Dr. Tripty Singh, “Design of New Pattern Classifier based on Morphological Parameter”, International Conference on Electronics and Electrical Engineering. Graduate Research in Engineering and Technology (GRET), IRNet INDIA at Hyderabad , pp. 40 – 46, 2013.

Publisher : International Conference on Electronics and Electrical Engineering

Year : 2013

A Curvelet Averaging and Filtering based Algorithm Development of GUI for Denoising Mammograms Using Conventional and Proposed Algorithm

Cite this Research Publication : Dr. Tripty Singh, “A Curvelet Averaging and Filtering based Algorithm Development of GUI for Denoising Mammograms Using Conventional and Proposed Algorithm”, Seventh International Conference on Image and Signal Processing (ICISP-2014) . Elsevier Publications 2013 ICSIP, University Visvesvaraya College of Engineering Bengaluru , pp. 247–256, 2013.

Publisher : Seventh International Conference on Image and Signal Processing (ICISP-2014)

Journal Article

Year : 2025

HMSA-Net: A Hierarchical Multi-Scale Attention Network for Brain Tumor Segmentation From Multi-Modal MRI

Cite this Research Publication : Gayathri Ramasamy, Tripty Singh, Xiaohui Yuan, Ganesh R. Naik, HMSA-Net: A Hierarchical Multi-Scale Attention Network for Brain Tumor Segmentation From Multi-Modal MRI, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3606560

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2025

Refined prognostication of pathological complete response in breast cancer using radiomic features and optimized InceptionV3 with DCE-MRI

Cite this Research Publication : Satyabrata Pattanayak, Tripty Singh, Rishabh Kumar, Refined prognostication of pathological complete response in breast cancer using radiomic features and optimized InceptionV3 with DCE-MRI, Scientific Reports, Springer Science and Business Media LLC, 2025, https://doi.org/10.1038/s41598-025-08565-3

Publisher : Springer Science and Business Media LLC

Year : 2025

Evaluating The Potential of Waste Fry Oil Biodiesel Blends for Sustainable Diesel Engine Performance and Emission Reduction

Cite this Research Publication : Avneet Singh, Gurbani Kaur, Adhirath Mandal, Rachan Karmakar, Mansi Sharma, Joselyn BC Toomey, Nikhil Ranjan Behera, Tripty Singh, Evaluating The Potential of Waste Fry Oil Biodiesel Blends for Sustainable Diesel Engine Performance and Emission Reduction, The Journal of Solid Waste Technology and Management, Journal of Solid Waste Technology and Management, 2025, https://doi.org/10.5276/jswtm/iswmaw/512/2025.197

Publisher : Journal of Solid Waste Technology and Management

Year : 2025

Enhancing Blood Platelet Counting through Deep Learning Models for Advanced Diagnostics

Cite this Research Publication : Dev, Utkarsh, Tripty Singh, Tina Babu, Ashish Kumar Mandal, Mansi Sharma, and Adhirath Mandal. "Enhancing Blood Platelet Counting through Deep Learning Models for Advanced Diagnostics." SN Computer Science 6, no. 1 (2025): 1-10.

Publisher : Springer Nature Singapore

Year : 2024

Comparative Analysis for Feature Extraction and Prediction of CKD Using Machine Learning

Cite this Research Publication : Afnaan, K., Peeta Basa Pati, Tripty Singh, and KN Bhanu Prakash. "Comparative Analysis for Feature Extraction and Prediction of CKD Using Machine Learning."

Year : 2024

BrainNet: A Deep Learning Approach for Brain Tumor Classification

Cite this Research Publication : Singh, Tripty, Rekha R. Nair, Tina Babu, Atharwa Wagh, Aniket Bhosalea, and Prakash Duraisamy. "Brainnet: A deep learning approach for brain tumor classification." Procedia Computer Science 235 (2024): 3283-3292.

Publisher : Elsevier

Year : 2024

Ship Detection in Synthetic Aperture Radar Imagery: An Active Contour Model Approach in Computer Vision Deep Learning

Cite this Research Publication : Singh, Tripty, Tina Babu, Rekha R. Nair, and Prakash Duraisamy. "Ship Detection in Synthetic Aperture Radar Imagery: An Active Contour Model Approach in Computer Vision Deep Learning." Procedia Computer Science 235 (2024): 1793-1802.

Publisher : Elsevier

Year : 2024

Enhancing Academic Integrity in Online Assessments: Introducing an Effective Online Exam Proctoring Model using YOLO

Cite this Research Publication : Singh, Tripty, Rekha R. Nair, Tina Babu, and Prakash Duraisamy. "Enhancing academic integrity in online assessments: Introducing an effective online exam proctoring model using yolo." Procedia Computer Science 235 (2024): 1399-1408.

Publisher : Elsevier

Year : 2024

Designing of VehiNet Using Convolutional Neural Networks and Deep Learning Techniques

Cite this Research Publication : Kandala, Mahita, M. Kaushik, Vaishakh Nambiar, G. S. Vignesh, C. Jyotsna, Tripty Singh, and Prakash Duraisamy. "Designing of VehiNet Using Convolutional Neural Networks and Deep Learning Techniques." Procedia Computer Science 235 (2024): 1409-1418.

Publisher : Elsevier

Year : 2024

VisioRenalNet: Spatial Vision Transformer UNet for enhanced T2-Weighted Kidney MRI Segmentation

Cite this Research Publication : Afnaan, K., Suja Palaniswamy, Tripty Singh, and Bhanu Prakash. "VisioRenalNet: Spatial vision transformer UNet for enhanced T2-weighted kidney MRI segmentation." Procedia Computer Science 235 (2024): 1674-1683.

Publisher : Elsevier

Year : 2024

Comparative Analysis of Deep Learning Methods for Lesion Segmentation in Gastrointestinal Endoscopic Images

Cite this Research Publication : Reddy, K. Sai Chandana, K. Dheeraj Reddy, LE Sree Sai Praneeth Goud, Tripty Singh, and K. Afnaan. "Comparative Analysis of Deep Learning Methods for Lesion Segmentation in Gastrointestinal Endoscopic Images." In 2024 First International Conference for Women in Computing (InCoWoCo), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

RETRACTED ARTICLE: MAMIF: Multimodal Adaptive Medical Image Fusion Based on B-spline Registration and non-Subsampled Shearlet Transform

Cite this Research Publication : Nair, R.R., Singh, T. Retraction Note: MAMIF: multimodal adaptive medical image fusion based on B-spline registration and non-subsampled shearlet transform. Multimed Tools Appl 83, 84455 (2024). https://doi.org/10.1007/s11042-024-19941-y

Publisher : Springer US

Year : 2024

Improving Early Detection and Classification of Lung Diseases With Innovative MobileNetV2 Framework

Cite this Research Publication : Tripathi, Amrita, Tripty Singh, Rekha R. Nair, and Prakash Duraisamy. "Improving Early Detection and Classification of Lung Diseases with Innovative MobileNetV2 Framework." IEEE Access (2024).

Publisher : IEEE

Year : 2024

Prognosis of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using DCE-MRI and InceptionV3

Cite this Research Publication : Pattanayak, Satyabrata, Tripty Singh, and Rishabh Kumar. "Prognosis of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using DCE-MRI and InceptionV3." (2024).

Year : 2023

MOD-DHGN for Autism Segmentation

Cite this Research Publication : John, Ayain, and Tripty Singh. "MOD-DHGN for Autism Segmentation." Procedia Computer Science 218 (2023): 621-630.

Publisher : Elsevier

Year : 2023

Multiresolution approach on medical image fusion by modified local energy

Cite this Research Publication : Nair, Rekha R., Tina Babu, and Tripty Singh. "Multiresolution approach on medical image fusion by modified local energy." Signal, Image and Video Processing 17, no. 8 (2023): 4049-4056.

Publisher : Springer

Year : 2023

Face Detection and Recognition Using Face Mesh and Deep Neural Network

Cite this Research Publication : Shivalila.H, Tripty Singh, Neelima.N, “Face Detection and Recognition Using Face Mesh and Deep Neural Network”, Procedia Computer Science, vol.218, pp:741-749, 2023

Publisher : Procedia Computer Science

Year : 2022

Optimal Wavelet based Multi-Modal Medical Image Fusion with Quantitative Analysis for Color Images using different color Models

Cite this Research Publication : Rekha R. Nair, Tripty Singh, ‘Optimal Wavelet based Multi-Modal Medical Image Fusion with Quantitative Analysis for Color Images using different color Models’, International Journal of Biomedical Engineering and Technology, https://www.inderscience.com/info/ingeneral/forthcoming.php?jcode= ijbet, Vol. 40, No. 3, pp 262-288, 2022. (Impact Factor - 1.01, Scopus Indexed)

Publisher : International Journal of Biomedical Engineering and Technology

Year : 2022

Optimized cancer detection on various magnified histopathological colon images based on DWT features and FCM clustering

Cite this Research Publication : Babu, T., Singh, T., Gupta, D., Hameed, S., "Optimized cancer detection on various magnified histopathological colon images based on DWT features and FCM clustering," Turkish Journal of Electrical Engineering and Computer Sciences, 2022, 30(1), pp. 1–17 (IF 0.867), DOI: 10.3906/elk-2108-23

Publisher : Turkish Journal of Electrical Engineering and Computer Sciences

Year : 2022

Multi-layer, multi-modal medical image intelligent fusion

Cite this Research Publication : Multi-layer, multi-modal medical image intelligent fusion Nair, R.R., Singh, T., asavapattana, A., Pawar, M.M.Multimedia Tools and Applications, 2022 I.F 2.853

Publisher : Multimedia Tools and Applications

Year : 2021

Multi-modal medical image fusion using LMF-GAN – A maximum parameter infusion technique

Cite this Research Publication : Rekha R. Nair, Tripty Singh, Rashmi Sankar, Klement Gunndu, "Multi-modal medical image fusion using LMF-GAN - A maximum parameter infusion technique," Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, Volume 41, Issue 50, 1 January 2021, pp 5375–5386, DOI: https://doi.org/10.3233/JIFS-189860

Publisher : Journal of Intelligent & Fuzzy Systems

Year : 2021

Colon cancer prediction using 2DReCA segmentation and hybrid features on histopathology images

Cite this Research Publication : Babu, T., Singh, T., Gupta, Deepa. (2021), “Colon cancer prediction using 2DReCA segmentation and hybrid features on histopathology images”, (2021), IET Image Processing, Vol 14, Issue 16, 2021, (IF: 2.373)

Publisher : IET Image Processing

Year : 2021

Robust Magnification Independent Colon Biopsy Grading System over Multiple Data Sources

Cite this Research Publication : Babu, T., Gupta, Deepa., Singh, T., Hameed, Shahin Zakariah, M., Alotaibi, Y.A., (2021), “Robust magnification independent colon biopsy grading system over multiple data sources”, Computers, Materials and Continua, Vol 69, Issue 1, 99-128, 2021, (IF: 3.772)

Publisher : Computers, Materials and Continua

Year : 2021

Colon cancer prediction on histological images using deep learning features and Bayesian optimized SVM

Cite this Research Publication : Babu, Tina, Singh, Tripty, Gupta, Deepa, Hameed, Shahin, "Colon cancer prediction on histological images using deep learning features and Bayesian optimized SVM," Journal of Intelligent & Fuzzy Systems, vol. 41, no. 5, pp. 5275-5286, 2021. DOI: 10.3233/JIFS-189850

Publisher : Journal of Intelligent and Fuzzy-systems

Year : 2021

MAMIF: multimodal adaptive medical image fusion based on B-spline registration and non-subsampled shearlet transform

Cite this Research Publication : R. R. Nair and Dr. Tripty Singh, “MAMIF: multimodal adaptive medical image fusion based on B-spline registration and non-subsampled shearlet transform”, Multimedia Tools and Applications volume 80, pages 19079–19105 (2021), Springer (2021)

Publisher : Multimedia Tools and Applications

Year : 2021

An Optimal Registration on Shearlet domain with Novel Weighted Energy fusion for Multi-Modal Medical Images

Cite this Research Publication : R. R. Nair and Dr. Tripty Singh, “An Optimal Registration on Shearlet domain with Novel Weighted Energy fusion for Multi-Modal Medical Images”, Optik, vol. 225, p. 165742, DOI: https://doi.org/10.1016/j.ijleo.2020.165742. 2021.

Publisher : Optik

Year : 2020

Multi-Modal Semantic Segmentation Model using Encoder Based Link-Net Architecture for BraTS 2020 Challenge

Cite this Research Publication : “Multi-Modal Semantic Segmentation Model using Encoder Based Link-Net Architecture for BraTS 2020 Challenge ”, Gayathri Ramasamy , Tripty Singh, Xiaohui Yuan, Procedia Computer Science Volume 218, 2023, Pages 732-740

Publisher : Procedia Computer Science

Year : 2020

Multi-Modal based MSMIF using Hybrid fusion with 1-D Wavelet Transform

Cite this Research Publication : R. R. Nair and Dr. Tripty Singh, “Multi-Modal based MSMIF using Hybrid fusion with 1-D Wavelet Transform”, IJAST, vol. 29, no. 05, pp. 5353–5368, 2020.

Publisher : IJAST

Year : 2020

Segmentation and Three Dimensional Visualization of Mandible Using Active Contour and Visualization Toolkit in Craniofacial Computed Tomography Images

Cite this Research Publication : Segmentation and three dimensional visualization of mandible using active contour and visualization toolkit in craniofacial computed tomography images Varghese, J., Singh, T., Bhat, V., Kuriakose, M.Journal of Computational and Theoretical Nanoscience, 2020, 17(1), pp. 61–67

Publisher : American Scientific Publishers

Year : 2019

Prediction of Normal & Grades of Cancer on Colon Biopsy Images at Different Magnifications using Minimal Robust Texture & Morphological Features

Cite this Research Publication : T. Babu, Dr. Tripty Singh, Dr. Deepa Gupta, and Hameed, S., “Prediction of Normal & Grades of Cancer on Colon Biopsy Images at Different Magnifications using Minimal Robust Texture & Morphological Features”, International Journal of Bioinformatics Research and Applications, (Communicated), 2019.

Publisher : International Journal of Bioinformatics Research and Applications

Year : 2019

Multi-sensor medical image fusion using pyramid-based DWT: a multi-resolution approach

Cite this Research Publication : R. R. Nair and Dr. Tripty Singh, “Multi-sensor medical image fusion using pyramid-based DWT: a multi-resolution approach”, IET Image processing journal (Scopus Indexed), vol. 13, no. 9, pp. 1447 – 1459, 2019.

Publisher : IET Image processing journal

Year : 2018

Segmentation and 3D Visualization of mandible using Active Contour and Visualization Toolkit in Craniofacial CT Images

Cite this Research Publication : J. V. and Dr. Tripty Singh, “Segmentation and 3D Visualization of mandible using Active Contour and Visualization Toolkit in Craniofacial CT Images”, International Journal of Computational and Theoretical Nanoscience , 2018.

Publisher : International Journal of Computational and Theoretical Nanoscience

Year : 2015

Registration Plate Recognition from Still Images and Videos in Real Time Conditions

Cite this Research Publication : G. Joseph, Dr. Tripty Singh, Andan, H. M., and Aravind, G., “Registration Plate Recognition from Still Images and Videos in Real Time Conditions”, International Journal of Computer Science and Information Technologies, vol. 6, no. 3, pp. 2729-2734, 2015.

Publisher : International Journal of Computer Science and Information Technologies

Year : 2014

Implementation and Study of Performance Analysis of Various Classifiers on Mammograms

Cite this Research Publication : Dr. Tripty Singh and Kumar, B., “Implementation and Study of Performance Analysis of Various Classifiers on Mammograms”, International Journal of Advanced Information Science and Technology (IJAIST), vol. 28, 2014.

Publisher : IJAIST

Year : 2012

Research And Analysis On Segmentation And Thresholding Techniques

Cite this Research Publication : M. K. Priyadharshini and Singh, M. Tripty, “Research And Analysis On Segmentation And Thresholding Techniques”, International Journal of Engineering Research and Technology, vol. 1, no. 10, pp. 0974-3154, 2012.

Publisher : ESRSA Publications

Conference Paper

Year : 2024

Detection of Covid Disease using Computed Tomography Images

Cite this Research Publication : A. Tripathi, T. Singh, B. Prakash Kn and Kumar Rajamani, "Detection of Covid Disease using Computed Tomography Images," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023

Publisher : IEEE

Year : 2024

Optimization Study of Renal CT Image Classification Using Convolution Neural Networks

Cite this Research Publication : A. K, K. V. Nagaraja, T. Singh and B. P. KN, "Optimization Study of Renal CT Image Classification Using Convolution Neural Networks," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023

Publisher : IEEE

Year : 2024

1D CNN Framework on ECG Signals

Cite this Research Publication : S. Sruthi, V. Trinath, V. Jayanth, V. P. Balaji, T. Singh and A. Mandal, "Natural Language Processing for Sentiment Analysis with Deep Learning," 2024 3rd International Conference for Innovation in Technology (INOCON), Bangalore, India, 2024

Publisher : IEEE

Year : 2024

Natural Language Processing for Sentiment Analysis with Deep Learning

Cite this Research Publication : S. Sruthi, V. Trinath, V. Jayanth, V. P. Balaji, T. Singh and A. Mandal, "Natural Language Processing for Sentiment Analysis with Deep Learning," 2024 3rd International Conference for Innovation in Technology (INOCON), Bangalore, India, 2024

Publisher : IEEE

Year : 2024

Explainable Screening and Classification of Cervical Cancer Cells with Enhanced ResNet-50 and LIME

Cite this Research Publication : B. S. Chandana, C. Kommana, G. S. Madhav, P. Basa Pati, T. Singh and A. K, "Explainable Screening and Classification of Cervical Cancer Cells with Enhanced ResNet-50 and LIME," 2024 3rd International Conference for Innovation in Technology (INOCON), Bangalore, India, 2024

Publisher : IEEE

Year : 2024

Handwritten Devanagari Numeral Recognition Using Deep Learning

Cite this Research Publication : K. V. Chandra Madhav et al., "Handwritten Devanagari Numeral Recognition Using Deep Learning," 2024 3rd International Conference for Innovation in Technology (INOCON), Bangalore, India, 2024,

Publisher : IEEE

Year : 2024

A Deep Learning-Oriented Approach for Lung CT Augmentation: Leveraging U-Net and GAN Architecture

Cite this Research Publication : A. Tripathi et al., "A Deep Learning-Oriented Approach for Lung CT Augmentation: Leveraging U-Net and GAN Architecture," 2024 IEEE Recent Advances in Intelligent Computational Systems (RAICS), Kothamangalam, Kerala, India, 2024, pp. 1-7, doi: 10.1109/RAICS61201.2024.10690157.

Publisher : IEEE

Year : 2024

Enhanced Image Registration for Precise Alignment of Brain and Liver CT Images

Cite this Research Publication : Gokulan, S., Mahati Reddy, M. Varshith, K. Afnaan, Tripty Singh, and Mansi Sharma. "Enhanced Image Registration for Precise Alignment of Brain and Liver CT Images." In 2024 IEEE Recent Advances in Intelligent Computational Systems (RAICS), pp. 1-6. IEEE, 2024.

Publisher : IEEE

Year : 2024

Pulmonary Disease Multiclassification of Chest X-ray Images using Deep Learning Techniques

Cite this Research Publication : Rahul, Rayapudi Venkata, R. Omshith, Vemesetti Pavan Balaji, Sravan Varma Mudunuri, Tripty Singh, Amrita Tripathi, and Prakash Duraisamy. "Pulmonary Disease Multiclassification of Chest X-ray Images using Deep Learning Techniques." In 2024 IEEE Recent Advances in Intelligent Computational Systems (RAICS), pp. 1-6. IEEE, 2024.

Publisher : IEEE

Year : 2024

Comparative Analysis by Machine Learning of Waste Biodiesels in CI Engine

Cite this Research Publication : Dhanumjaya, Mora Venkata, Akhilesh Kocherla, Jeripiti Rama Krishna, Mylavarapu Sethu, Tripty Singh, and Adhirath Mandal. "Comparative Analysis by Machine Learning of Waste Biodiesels in CI Engine." In 2024 IEEE Recent Advances in Intelligent Computational Systems (RAICS), pp. 1-5. IEEE, 2024.

Publisher : IEEE

Year : 2024

CT Image Denoising using Autoencoder and Generative Adversarial Networks

Cite this Research Publication : Kumar, Popuri Varun, Bandi Vishnu Swaroop, Busa Thanuj Sathwik Reddy, Tripty Singh, and Prakash Duraisamy. "A Vision Transformer Approach for Drowsiness Detection." In 2024 IEEE Recent Advances in Intelligent Computational Systems (RAICS), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

A Vision Transformer Approach for Drowsiness Detection

Cite this Research Publication : Kumar, Popuri Varun, Bandi Vishnu Swaroop, Busa Thanuj Sathwik Reddy, Tripty Singh, and Prakash Duraisamy. "A Vision Transformer Approach for Drowsiness Detection." In 2024 IEEE Recent Advances in Intelligent Computational Systems (RAICS), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Neural Style Transfer: A Comparative Study

Cite this Research Publication : Suryamritha, M., Varshini Balaji, Srinidhi Kannan, Tripty Singh, and Mansi Sharma. "Neural Style Transfer: A Comparative Study." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Malaria Cell Image Classification using Deep Learning

Cite this Research Publication : Saravan, P. Dinesh, S. Venkata Mahesh, and Tripty Singh. "Malaria Cell Image Classification using Deep Learning." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-6. IEEE, 2024.

Publisher : IEEE

Year : 2024

Detecting Counterfeit Indian Currency A Comparative Analysis of Machine Learning Algorithms and Image Processing

Cite this Research Publication : Vyshnavi, M. R. V., N. L. Varshitha, Konda VS Harshith Kumar, Tripty Singh, Mansi Sharma, and Suman Chatterjee. "Detecting Counterfeit Indian Currency A Comparative Analysis of Machine Learning Algorithms and Image Processing." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Federated Ensemble for Lung Pneumonia Detection

Cite this Research Publication : Sharma, Vishwash, VenkataHemant Kumar Reddy Challa, Pasupuleti Pranavi, Tripty Singh, and Rekha R. Nair. "Federated Ensemble for Lung Pneumonia Detection." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Deep Learning-Enhanced Emotion-Based Music System with Age and Language Personalization

Cite this Research Publication : Trisha, Kariveda, Padigela Srinithya Reddy, Nichenametla Hima Sree, Tripty Singh, and Mansi Sharma. "Deep Learning-Enhanced Emotion-Based Music System with Age and Language Personalization." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Bridging the Modality Gap: Generative Adversarial Networks for T1-T2 MRI Image Translation

Cite this Research Publication : Pandey, Mayank, Naga Sai Shreya Kunda, Pranave Kc, Tripty Singh, and Rekha R. Nair. "Bridging the Modality Gap: Generative Adversarial Networks for T1-T2 MRI Image Translation." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-5. IEEE, 2024.

Publisher : IEEE

Year : 2024

Enhancing Brain MRI Images: Using DC GAN And WGAN For Image Augmentation

Cite this Research Publication : Abdulla, Mohammad, G. Tejdeep Reddy, Geddam Mukesh Venkata Sai, S. Srihemanth, K. Afnaan, Tripty Singh, and Prakash Duraisamy. "Enhancing Brain MRI Images: Using DC GAN And WGAN For Image Augmentation." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Diabetic Retinopathy using OCT Images

Cite this Research Publication : Shah, Kriti Priya, Subodh Narayan Sah, Osho Kothari, Tripty Singh, and Payal Patra. "Diabetic Retinopathy using OCT Images." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-6. IEEE, 2024.

Publisher : IEEE

Year : 2024

Sentiment Analysis of Airline Tweets Using Word Embeddings and Deep Learning Techniques

Cite this Research Publication : Nikhith, Surapaneni Pavan, Popuri Varun Kumar, Aira Udaybhasker, Tangaturu Devendranath Reddy, Parlapalli Bhargav Reddy, and Tripty Singh. "Sentiment Analysis of Airline Tweets Using Word Embeddings and Deep Learning Techniques." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Hyperspectral Imaging in Brain Tumor Detection using Machine Learning

Cite this Research Publication :

Publisher : IEEE

Year : 2024

Interpretable Deep Learning for Skin Cancer Detection: Exploring LIME and SHAP

Cite this Research Publication : Sah, Nabin Kumar, M. Vivek Srikar Reddy, Karthik Ullas, Tripty Singh, Adhirath Mandal, and Suman Chatterji. "Interpretable Deep Learning for Skin Cancer Detection: Exploring LIME and SHAP." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Facial Emotion Recognition Using Computer Vision Techniques

Cite this Research Publication : Gupta, Pradeep Kumar, Nayantara Varadharajan, Keerthana Ajith, Tripty Singh, and Payel Patra. "Facial Emotion Recognition Using Computer Vision Techniques." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Detecting Retinal Damage From OCT Images

Cite this Research Publication : Vineetha, Kundrapu, Md Jaffer Ali, Narisetty Prathima, Tripty Singh, and Prakash Duraisamy. "Detecting Retinal Damage From OCT Images." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-6. IEEE, 2024.

Publisher : IEEE

Year : 2024

Hybrid Deep Learning Framework for Bidirectional Medical Image Synthesis

Cite this Research Publication : Afnaan, K., Tripty Singh, and Prakash Duraisamy. "Hybrid Deep Learning Framework for Bidirectional Medical Image Synthesis." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-6. IEEE, 2024.

Publisher : IEEE

Year : 2024

Deep Emotion Analysis: “Enhancing Emotion classification with Transformer Model”

Cite this Research Publication : Mokshit, P., P. Syam Prasad, N. Sumanth Reddy, and Tripty Singh. "Deep Emotion Analysis:“Enhancing Emotion classification with Transformer Model”." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Sentiment Analysis using YouTube Comments

Cite this Research Publication : Bindhumol, M., Tripty Singh, and Payel Patra. "Sentiment Analysis using YouTube Comments." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Emotion Recognition in Images: CNN-based Classification of Happy and Sad States

Cite this Research Publication : Singh, Tripty, Prakash Duraisamy, Karukonda Nithin Reddy, Mettukuru Tharun Reddy, and Kathi Venkata Yeswanth. "Emotion Recognition in Images: CNN-based Classification of Happy and Sad States." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-5. IEEE, 2024.

Publisher : IEEE

Year : 2024

Kidney Stone Detection using Deep Learning Techniques

Cite this Research Publication : Karthikeyan, M., K. Adarsh Sagar, J. Sri Sai Samhitha, Tripty Singh, and Prakash Duraisamy. "Kidney Stone Detection using Deep Learning Techniques." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-8. IEEE, 2024.

Publisher : IEEE

Year : 2024

Enhanced Underwater Image Restoration: Optimizing Computational Efficiency with U-Net++ and CNN Architectures

Cite this Research Publication : Rayvanth, N., S. Jaya Amruth, E. Suryaa, Tripty Singh, and Prakash Duraisamy. "Enhanced Underwater Image Restoration: Optimizing Computational Efficiency with U-Net++ and CNN Architectures." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-6. IEEE, 2024.

Publisher : IEEE

Year : 2024

Deep Learning for Precise Brain Hemorrhage Detection from CT scans: A Web – Based Approach

Cite this Research Publication : Rooshita, Karamala, N. V. Vyshnavi, Nara R. Sanjana Chowdary, Tripty Singh, and Payel Patra. "Deep Learning for Precise Brain Hemorrhage Detection from CT scans: A Web-Based Approach." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-6. IEEE, 2024.

Publisher : IEEE

Year : 2024

Interpretable Deep Learning for Skin Cancer Detection: Exploring LIME and SHAP

Cite this Research Publication : Sah, Nabin Kumar, M. Vivek Srikar Reddy, Karthik Ullas, Tripty Singh, Adhirath Mandal, and Suman Chatterji. "Interpretable Deep Learning for Skin Cancer Detection: Exploring LIME and SHAP." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Pattern Recognition in Lung Disease Classification: Leveraging Convolutional Neural Networks that Employs Local Phase Quantization Features

Cite this Research Publication : Sree, M. Ramya, Mettu Siddhartha, Poli Vamsi Vardhan Reddy, Tripty Singh, and Rekha R. Nair. "Pattern Recognition in Lung Disease Classification: Leveraging Convolutional Neural Networks that Employs Local Phase Quantization Features." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-8. IEEE, 2024.

Publisher : IEEE

Year : 2024

A Visual Analysis of Ultrasound Breast Cancer Scans with Segmentation, Classification and Explainable AI

Cite this Research Publication : Snehitha, Munaga Sai, Kotyada Mohan Kiran Kumar, Kadam Prajwal Dharmaraj, Tripty Singh, Mansi Sharma, and Suman Chatterjee. "A Visual Analysis of Ultrasound Breast Cancer Scans with Segmentation, Classification and Explainable AI." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Transformative Insights into Pneumonia Detection with a Novel Artificial Intelligence and Deep Learning Approach

Cite this Research Publication : Bhanusri, Kodati, Koti Leela Sai Praneeth Reddy, Kandukuri Jashwanth, Tripty Singh, Amrita Tripathi, and Payel Patra. "Transformative Insights into Pneumonia Detection with a Novel Artificial Intelligence and Deep Learning Approach." In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2024.

Publisher : IEEE

Year : 2024

Insightful Tuberculosis Detection: Integrating CNNs with Explainable LIME Methodology

Cite this Research Publication : Reddy, Malireddy Charan Kumar, Katragadda Megha Shyam, Kandlapalli Aravind Sai, Payel Patra, and Tripty Singh. "Insightful Tuberculosis Detection: Integrating CNNs with Explainable LIME Methodology." In 2024 4th Asian Conference on Innovation in Technology (ASIANCON), pp. 1-8. IEEE, 2024.

Publisher : IEEE

Year : 2024

GAN-Alz: Synthetic Data Generation for Multiclass Alzheimer’s Classification

Cite this Research Publication : Nair, Rekha R., Tina Babu, Gayatri Ramasamy, Tripty Singh, and Xiaohui Yuan. "GAN-Alz: Synthetic Data Generation for Multiclass Alzheimer’s Classification." In 2024 International Conference on Signal Processing and Advance Research in Computing (SPARC), vol. 1, pp. 1-6. IEEE, 2024.

Publisher : IEEE

Year : 2024

Advanced U-Net++ Architecture for Precise Brain Tumor Segmentation in MRI Images: A Robust Solution for Medical Image Analysis

Cite this Research Publication : Nair, Rekha R., Tina Babu, Gayatri Ramasamy, Tripty Singh, and Xiaohui Yuan. "Advanced U-Net++ Architecture for Precise Brain Tumor Segmentation in MRI Images: A Robust Solution for Medical Image Analysis." In 2024 International Conference on Signal Processing and Advance Research in Computing (SPARC), vol. 1, pp. 1-6. IEEE, 2024.

Publisher : IEEE

Year : 2023

MRI image based Ensemble Voting Classifier for Alzheimer’s Disease Classification with Explainable AI Technique

Cite this Research Publication : U. Rashmi, T. Singh and S. Ambesange, "MRI image based Ensemble Voting Classifier for Alzheimer's Disease Classification with Explainable AI Technique," 2023 IEEE 8th International Conference for Convergence in Technology (I2CT), Lonavla, India, 2023

Publisher : IEEE

Year : 2023

Detection & Classification of Tuberculosis HIV-Positive Patients using Deep Learning

Cite this Research Publication : P. K. T. M, T. Singh, V. Vinayak and P. Duraisamy, "Detection & Classification of Tuberculosis HIV-Positive Patients using Deep Learning," 2023 IEEE 8th International Conference for Convergence in Technology (I2CT), Lonavla, India, 2023

Publisher : IEEE

Year : 2023

Class Room Student Attentiveness Model based on YOLO

Cite this Research Publication : R. R. Nair, T. Babu, T. Singh, P. Duraisamy and V. Mehra, "Class Room Student Attentiveness Model based on YOLO," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023

Publisher : IEEE

Year : 2023

Detection And Tracking of Multiple Pedestrians Using Deep Learning

Cite this Research Publication : Kumar, Ayush, Tripty Singh, and Prakash Duraisamy. "Detection and tracking of multiple pedestrians using deep learning." In 2023 14th International conference on computing communication and networking technologies (ICCCNT), pp. 1-6. IEEE, 2023.

Publisher : IEEE

Year : 2023

Eye-COG: Eye Tracking-Based Deep Learning Model for the Detection of Cognitive Impairments in College Students

Cite this Research Publication : Nishitha, U., Revanth Kandimalla, C. Jyotsna, and Tripty Singh. "Eye-cog: Eye tracking-based deep learning model for the detection of cognitive impairments in college students." In 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2023.

Publisher : IEEE

Year : 2023

Machine Learning-based Prediction of Postoperative Survival in Lung Cancer Patients

Cite this Research Publication : A. K, T. Singh and A. Mandal, "Machine Learning-based Prediction of Postoperative Survival in Lung Cancer Patients," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023

Publisher : IEEE

Year : 2023

Student Emotion Recognition System using Deep Learning Methods

Cite this Research Publication : Patra, Payel, Tripty Singh, and Prakash Duraisamy. "Student Emotion Recognition System using Deep Learning Methods." In 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-5. IEEE, 2023.

Publisher : IEEE

Year : 2023

Skull Stripping in Magnetic Resonance Imaging of Brain Using Semantic Segmentation

Cite this Research Publication : Resmi, S., Tripty Singh, Rimjhim Padam Singh, and Priyanka Kumar. "Skull stripping in magnetic resonance imaging of brain using semantic segmentation." In 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), pp. 1-7. IEEE, 2023.

Publisher : IEEE

Year : 2023

Classification of Breast Cancer using a Novel Neural Network-based Architecture

Cite this Research Publication : P. Mishra, S. Khare, T. Singh, R. R. Nair and M. Sharma, "Classification of Breast Cancer using a Novel Neural Network-based Architecture," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023

Publisher : IEEE

Year : 2023

Detection of Pneumonia in Chest X-Ray Using Ensemble Learners and Transfer Learning with Deep Learning Models

Cite this Research Publication : H. Bysani, S. Garg, A. Danda, T. Singh, J. C and P. Duraisamy, "Detection of Pneumonia in Chest X-Ray Using Ensemble Learners and Transfer Learning with Deep Learning Models," 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, 2023

Publisher : IEEE

Year : 2023

Machine Learning based Comparative Analysis of Cervical Cancer Risk Classifications Algorithms

Cite this Research Publication : Ganguly, T., Pati, P.B., Deepa, K., Singh, T., Ozer, T., "Machine Learning based Comparative Analysis of Cervical Cancer Risk Classifications Algorithms", Proceedings of the 2nd IEEE International Conference on Advances in Computing, Communication and Applied Informatics, ACCAI 2023, 2023.

Publisher : IEEE

Year : 2022

A Multifeatured Based Diabetic Retinopathy Detection Using Hybrid-Net

Cite this Research Publication : L Sai Prajeet Reddy, K Bhaskara Sai Ram, Naga Vikas Vemu, Gundala Jayanth Reddy, Tripty Singh, "A Multifeatured Based Diabetic Retinopathy Detection Using Hybrid-Net," 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2022, pp. 1-6, doi: 10.1109/ICCCNT54827.2022.9984430.

Publisher : IEEE

Year : 2022

Classification of Kidney Ailments using CNN in CT Images

Cite this Research Publication : N. Narmada, V. Shekhar and T. Singh, "Classification of Kidney Ailments using CNN in CT Images," 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2022, pp. 1-5, doi: 10.1109/ICCCNT54827.2022.9984256.

Publisher : IEEE

Year : 2022

Deployment of Breast Cancer Hybrid Net using Deep Learning

Cite this Research Publication : Nipun B Nair, Tripty Singh, Amrita Thakur, Prakash Duraisamy, "Deployment of Breast Cancer Hybrid Net using Deep Learning," 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2022, pp. 1-6, doi: 10.1109/ICCCNT54827.2022.9984513.

Publisher : IEEE

Year : 2022

Diabetic Retinopathy Classification using Transfer Learning Techniques

Cite this Research Publication : Bindhumol M., Tripty Singh, Prakash Duraisamy, "Diabetic Retinopathy Classification using Transfer Learning Techniques," 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2022, pp. 1-7, doi: 10.1109/ICCCNT54827.2022.9984622.

Publisher : IEEE

Year : 2022

Denudation of COVID-19 Genome

Cite this Research Publication : Nandhitha Ravishankar, P Sadhana, Amrita Thakur, Tripty Singh, "Denudation of COVID-19 Genome," 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2022, pp. 1-6, doi: 10.1109/ICCCNT54827.2022.9984268.

Publisher : IEEE

Year : 2022

Comparision of Segmentation Techniques for Acute Lymphoblastic Leukemia in Leukemia Cancer

Cite this Research Publication : Niveditha Gopigari, Tripty Singh, "Comparision of Segmentation Techniques for Acute Lymphoblastic Leukemia in Leukemia Cancer," 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2022, pp. 1-5, doi: 10.1109/ICCCNT54827.2022.9984527.

Publisher : IEEE

Year : 2022

Indian Crop Yield Prediction using LSTM Deep Learning Networks

Cite this Research Publication : S. M. Kuriakose and T. Singh, "Indian Crop Yield Prediction using LSTM Deep Learning Networks," 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2022, pp. 1-5, doi: 10.1109/ICCCNT54827.2022.9984407.

Publisher : IEEE

Year : 2022

Comparative Study of Liver Segmentation using U-Net and ResNet50

Cite this Research Publication : R V B S Prasanth Kumar, Dibin V Sivadas, Tripty Singh, "Comparative Study of Liver Segmentation using U-Net and ResNet50," 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2022, pp. 1-6, doi: 10.1109/ICCCNT54827.2022.9984482.

Publisher : IEEE

Year : 2022

Skull Stripping and Classification of Autism Spectrum Disorder Using Deep Learning

Cite this Research Publication : Brundha J., Tripty Singh, Prakash Duraisamy, "Skull Stripping and Classification Of Autism Spectrum Disorder Using Deep Learning," 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2022, pp. 1-6, doi: 10.1109/ICCCNT54827.2022.9984484.

Publisher : IEEE

Year : 2022

Modified U-Net with Attention gates and FTL for Lesion Segmentation

Cite this Research Publication : A. Neel and T. Singh, "Modified U-Net with Attention gates and FTL for Lesion Segmentation," IEEE 3rd Global Conference for Advancement in Technology (GCAT), Bangalore, India, IEEE, 2022, pp. 1-5, doi: 10.1109/GCAT55367.2022.9971956.

Publisher : IEEE

Year : 2022

Performance Analysis of Machine Learning Algorithms on Multi-Touch Attribution Model

Cite this Research Publication : S. Pattanayak, P. B. Pati and T. Singh, "Performance Analysis of Machine Learning Algorithms on Multi-Touch Attribution Model," 2022 3rd International Conference for Emerging Technology (INCET), Belgaum, India, IEEE, 2022, pp. 1-7, doi: 10.1109/INCET54531.2022.9824865.

Publisher : IEEE

Year : 2022

Cardiovascular Disease Classification Based on Machine Learning Algorithms Using GridSearchCV, Cross Validation and Stacked Ensemble Methods

Cite this Research Publication : Pattanayak, S., Singh, T., "Cardiovascular Disease Classification Based on Machine Learning Algorithms Using GridSearchCV, Cross Validation and Stacked Ensemble Methods", Advances in Computing and Data Sciences. ICACDS 2022, Communications in Computer and Information Science, vol 1613. Springer, Cham. https://doi.org/10.1007/978-3-031-12638-3_19

Publisher : Springer

Year : 2022

RESNET-50, CNN and HNN Medical Image Registration Techniques for Covid-19, Pneumonia and Other Chest Ailments Detection

Cite this Research Publication : Palempati Ganesh Sathvik, Mandapati Rohith Kumar, Gyana Harsha Neeli, Idavalapati Yaswanth Narasimha, Tripty Singh, Prakash Duraisamy, "RESNET-50, CNN and HNN Medical Image Registration Techniques for Covid-19, Pneumonia and Other Chest Ailments Detection," 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, Kharagpur, India, 03-05 October 2022, INSPEC Accession Number: 22446568, DOI: 10.1109/ICCCNT54827.2022.9984502

Publisher : IEEE

Year : 2022

Diabetic Retinopathy Detection using an Improved ResNet50-InceptionV3 Structure

Cite this Research Publication : Payel Patra, Tripty Singh, "Diabetic Retinopathy Detection using an Improved ResNet50-InceptionV3 Structure", 2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, Kharagpur, India, 03-05 October 2022, INSPEC Accession Number: 22446720, DOI: 10.1109/ICCCNT54827.2022.9984253

Publisher : IEEE

Year : 2022

U-NET Architecture for Liver Segmentation using Multi Model Scans

Cite this Research Publication : Ayush Kumar, Tripty Singh, "U-NET Architecture for Liver Segmentation using Multi Model Scans", 2022 IEEE 19th India Council International Conference (INDICON), IEEE, 24-26 November 2022, Kochi, India, INSPEC Accession Number: 22628042, DOI: 10.1109/INDICON56171.2022.10039786

Publisher : IEEE

Year : 2022

An Intelligent System for Face Mask Recognition using Open Computer Vision and Modified YOLO Algorithm

Cite this Research Publication : E. Soumya, Tripty Singh, S. Santhanalakshmi, "An Intelligent System for Face Mask Recognition using Open Computer Vision and Modified YOLO Algorithm", 2022 IEEE 19th India Council International Conference (INDICON), IEEE, 24-26 November 2022, INSPEC Accession Number: 22645765, DOI: 10.1109/INDICON56171.2022.10040177.

Publisher : IEEE

Year : 2022

Malayalam Character Recognition from Palm Leaves Using Deep-Learning

Cite this Research Publication : Remya Sivan, Tripty Singh, Peeta Basa Patil, "Malayalam Character Recognition from Palm Leaves Using Deep-Learning", 2022 OITS International Conference on Information Technology (OCIT), IEEE, 14-16 December 2022, INSPEC Accession Number: 22726459, DOI: 10.1109/OCIT56763.2022.00035

Publisher : IEEE

Year : 2022

Diabetic Retinopathy Detection using an Improved ResNet 50-InceptionV3 and hybrid DiabRetNet Structures

Cite this Research Publication : Payel Patra, Tripty Singh, "Diabetic Retinopathy Detection using an Improved ResNet 50 - InceptionV3 and hybrid DiabRetNet Structures", 2022 OITS International Conference on Information Technology (OCIT), Bhubaneswar, India, 14-16 December 2022 , IEEE, Accession Number: 22726483, DOI: 10.1109/OCIT56763.2022.00036 (2022)

Publisher : IEEE

Year : 2022

Prediction of Diabetes Using Machine Learning: Analysis of 70,000 Clinical Database Patient Record

Cite this Research Publication : S. M. Kuriakose, P. Basa Pati and T. Singh, "Prediction of Diabetes Using Machine Learning: Analysis of 70,000 Clinical Database Patient Record," 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2022, pp. 1-5, doi: 10.1109/ICCCNT54827.2022.9984264.

Publisher : IEEE

Year : 2022

A Framework for the prediction of Diabetes Mellitus using Hyper-Parameter tuned XGBoost Classifier

Cite this Research Publication : Gayathri R, P B Pati & Tripty Singh, "A Framework for the prediction of Diabetes Mellitus using Hyper-Parameter tuned XGBoost Classifier", 13th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Virtual, Oct 2022.

Year : 2021

Optimal Pneumonia detection using Convolutional Neural Networks from X-ray Images

Cite this Research Publication : Amrita Tripathi, Tripty Singh, Rekha R. Nair, "Optimal Pneumonia detection using Convolutional Neural Networks from X-ray Images," 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2021, pp. 1-6, doi: 10.1109/ICCCNT51525.2021.9580140.

Publisher : IEEE

Year : 2021

A Machine Learning Paradigm for Explanatory Cases with CKD

Cite this Research Publication : Divyateja Yaramalla, Tripty Singh, "A Machine Learning Paradigm for Explanatory Cases with CKD," 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2021, pp. 1-7, doi: 10.1109/ICCCNT51525.2021.9580112.

Publisher : IEEE

Year : 2021

Codon Optimization and Converting DNA Sequence into Protein Sequence using Deep Neural Networks

Cite this Research Publication : Y. Tarakaram, Y. Mounika, Y. Lakshmi Prasanna, Tripty Singh, "Codon Optimization and Converting DNA Sequence into Protein Sequence using Deep Neural Networks," 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2021, pp. 1-5, doi: 10.1109/ICCCNT51525.2021.9579606.

Publisher : IEEE

Year : 2021

Visualization of COVID Bimodal scan using DNN

Cite this Research Publication : A. Tripathi, A. Basavapattana, R. R. Nair and T. Singh, "Visualization of COVID Bimodal scan using DNN," 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2021, pp. 01-07, doi: 10.1109/ICCCNT51525.2021.9579878.

Publisher : IEEE

Year : 2021

Robust Feature Extraction Using Embedded Gan in Image Retrieval Systems for SEMI-Supervised Data

Cite this Research Publication : R. Sankar and T. Singh, "Robust Feature Extraction Using Embedded Gan in Image Retrieval Systems for SEMI-Supervised Data," 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kharagpur, India, IEEE, 2021, pp. 1-3, doi: 10.1109/ICCCNT51525.2021.9580137.

Publisher : IEEE

Year : 2021

Best Fit Radial Kernel Support Vector Machine for Intelligent Crop Yield Prediction Method

Cite this Research Publication : Hanuman, V., Pinnamaneni, K.V., Singh, T., "Best Fit Radial Kernel Support Vector Machine for Intelligent Crop Yield Prediction Method", Machine Learning and Information Processing. Advances in Intelligent Systems and Computing, vol 1311. Springer, Singapore. DOI: https://doi.org/10.1007/978-981-33-4859-2_45 (2021)

Publisher : Springer

Year : 2021

Comparative Analysis of Volume Rendering Techniques on Craniofacial CT Images

Cite this Research Publication : Jithy Lijo, Tripty Singh, Venkatraman Bhat & Moni Abraham Kuriakose, "Comparative Analysis of Volume Rendering Techniques on Craniofacial CT Images", Information and Communication Technology for Competitive Strategies (ICTCS 2020), pp 945–957, Lecture Notes in Networks and Systems book series (LNNS, volume 190), 2021.

Publisher : Lecture Notes

Year : 2020

Multi-Modal Medical Image Fusion Using LMF-GAN – A Maximum Parameter Infusion Technique

Cite this Research Publication : R. R. Nair, Dr. Tripty Singh, Sankar, R., and Gunndu, K., “Multi-Modal Medical Image Fusion Using LMF-GAN - A Maximum Parameter Infusion Technique”, in Sixth International Symposium on Intelligent Systems Technologies and Applications (ISTA'20) , 2020.

Publisher : Sixth International Symposium on Intelligent Systems Technologies and Applications

Year : 2019

Policy Gradient – constrained Markov Decision processes for Intelligent Traffic

Cite this Research Publication : T. Singh, “Policy Gradient - constrained Markov Decision processes for Intelligent Traffic”, in 10th International Conference On Computing, Communication And Networking Technologies (ICCCNT), IIT Kanpur , 2019.

Publisher : 10th International Conference On Computing, Communication And Networking Technologies

Year : 2019

Constrained Markov Decision Processes for Intelligent Traffic

Cite this Research Publication : Dr. Tripty Singh, “Constrained Markov Decision Processes for Intelligent Traffic”, in 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2019.

Publisher : 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE

Year : 2019

3D Mesh Generation for Craniofacial CT Images

Cite this Research Publication : S. Pramod and Dr. Tripty Singh, “3D Mesh Generation for Craniofacial CT Images”, in 3rd International Conference on Inventive Systems and Control (ICISC 2019), JCT College of Engineering and Technology, 2019.

Publisher : 3rd International Conference on Inventive Systems and Control (ICISC 2019)

Year : 2019

New Canny-CLAHE Method for Micro Aneurysms Detection

Cite this Research Publication : Dr. Tripty Singh, “New Canny-CLAHE Method for Micro Aneurysms Detection”, in (ICCCNT 2019) 10th International Conference on Computing, Communication and Networking Technologies, IIT, Kanpur, India, 2019.

Publisher : (ICCCNT 2019) 10th International Conference on Computing, Communication and Networking Technologies

Year : 2019

Real Estate Price Prediction

Cite this Research Publication : R. M Sampreeth, Sravani, N., and Dr. Tripty Singh, “Real Estate Price Prediction”, in International Conference on Recent Trends in Electronics, Information & Communication Technology, Sri Venkateshwara College of Engineering, Bengaluru, India, 2019.

Publisher : International Conference on Recent Trends in Electronics, Information & Communication Technology,

Year : 2019

Analysis of Three –Dimensional Volume Rendering of Craniofacial CT Images using Marching Cube and Ray Casting Algorithm

Cite this Research Publication : Jithy Varghese, Dr. Tripty Singh, Bhat, V., and Kuriakose, M., “Analysis of Three –Dimensional Volume Rendering of Craniofacial CT Images using Marching Cube and Ray Casting Algorithm”, International Conference on Recent Trends in Electronics, Information & Communication Technology . Sri Venkateshwara College of Engineering, Bengaluru, India, 2019.

Publisher : International Conference on Recent Trends in Electronics, Information & Communication Technology

Year : 2018

Multi-sensor, Multi-modal Medical Image Fusion for Color Images: A Multi-resolution Approach

Cite this Research Publication : R. R. Nair and Dr. Tripty Singh, “Multi-sensor, Multi-modal Medical Image Fusion for Color Images: A Multi-resolution Approach”, in 2018 Tenth International Conference on Advanced Computing (ICoAC), 2018.

Publisher : 2018 Tenth International Conference on Advanced Computing (ICoAC)

Year : 2018

Autonomous Agricultural Farming Robot in Closed Field Autonomous Farming and Surveillance Bot

Cite this Research Publication : Dr. Tripty Singh and Dasari, V. Naga, “Autonomous Agricultural Farming Robot in Closed Field Autonomous Farming and Surveillance Bot”, in 3rd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT), Organised by Department of Electronics & Communication Engineering (Accredited by NBA) , Sri Venkateshwara College of Engineering, Bengaluru, 2018.

Publisher : 3rd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT), Organised by Department of Electronics & Communication Engineering (Accredited by NBA)

Year : 2018

Performance Comparison and Analysis of Medical Image Segmentation Techniques

Cite this Research Publication : P. Tyagi, Dr. Tripty Singh, Nayar, R., and Kumar, S., “Performance Comparison and Analysis of Medical Image Segmentation Techniques”, in IEEE International Conference on Current Trends in Advanced Computing (ICCTAC-18), , Bangalore, India, 2018.

Publisher : 7th IEEE International Conference on Current Trends in Advanced Computing (ICCTAC-18),

Year : 2018

Deep PCANet for Breast Cancer staging on Histopathological Data

Cite this Research Publication :

Publisher : International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2018

Autonomous Agricultural Farming Robot in Closed Field

Cite this Research Publication : D. N. Vinod and Dr. Tripty Singh, “Autonomous Agricultural Farming Robot in Closed Field”, 2018 3rd IEEE International Conference on Recent Trends in Electronics, Information Communication Technology (RTEICT). IEEE, Bangalore, India, 2018.

Publisher : 3rd IEEE International Conference on Recent Trends in Electronics, Information& Communication Technology- RTEICT2018

Year : 2018

Analysis of image segmentation methods on Amrita’s Indian side face profile database

Cite this Research Publication : A. Arjun and Dr. Tripty Singh, “Analysis of image segmentation methods on Amrita's Indian side face profile database”, in Proceedings of the 2017 IEEE International Conference on Communication and Signal Processing, ICCSP 2017, 2017, vol. 2018-January, pp. 952-958.

Publisher : Proceedings of the 2017 IEEE International Conference on Communication and Signal Processing,

Year : 2017

Foggy Image Enhancement and Object Identification by Extended Maxima Algorithm

Cite this Research Publication : Dr. Tripty Singh, “Foggy Image Enhancement and Object Identification by Extended Maxima Algorithm”, in 2017 International Conference on Innovations in Control, Communication and Information Systems (ICICCI), Greater Noida, India, 2017.

Publisher : 2017 International Conference on Innovations in Control, Communication and Information Systems (ICICCI), IEEE,

Year : 2017

Mammogram Classification using Multinominal Logistic Regression

Cite this Research Publication : Dr. Tripty Singh, Jha, R., and Nayar, R., “Mammogram Classification using Multinominal Logistic Regression”, in International Conference on Communication and Signal Processing-ICCSP’17 , Adhiparasakthi Engineering College Melmaruvathur, 2017.

Publisher : International Conference on Communication and Signal Processing-ICCSP’17 , Adhiparasakthi Engineering College Melmaruvathur, 2017.

Year : 2016

Development of Accurate Face Recognition Process Flow for Authentication

Cite this Research Publication : Dr. Tripty Singh and C. Mary, J., “Development of Accurate Face Recognition Process Flow for Authentication”, in Emerging Research in Computing, Information, Communication and Applications ERCICA-2016, NMIT, Bangalore, 2016.

Publisher : Emerging Research in Computing, Information, Communication and Applications ERCICA-2016

Year : 2016

Cost Optimization Using Intelligent Resource Provisioning in Cloud

Cite this Research Publication : J. Mary C. and Dr. Tripty Singh, “Cost Optimization Using Intelligent Resource Provisioning in Cloud”, in 3rd IEEE international Conference on Electronics and Communication systems (IECS-2016), Coimbatore,India, 2016.

Publisher : 3rd IEEE international Conference on Electronics and Communication systems (IECS-2016), IEEE Scopus index .

Year : 2016

Lifetime Optimization Secure Routing (LOSER) Protocol Design for Wireless Sensor Networks

Cite this Research Publication : S. Das and Dr. Tripty Singh, “Lifetime Optimization Secure Routing (LOSER) Protocol Design for Wireless Sensor Networks”, in IEEE International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT) – 2016, DMI College of Engineering- Chennai, India, 2016.

Publisher : IEEE International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT) – 2016,

Year : 2016

Design of a dual biometric authentication system

Cite this Research Publication : Dr. Tripty Singh, “Design of a dual biometric authentication system”, in 2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT), Chennai, India, 2016.

Publisher : 2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT), IEEE, Chennai, India (2016)

Year : 2015

A modern data architecture with apache Hadoop

Cite this Research Publication : Dr. Tripty Singh and S, D. V., “A modern data architecture with apache Hadoop”, in 2015 International Conference on Green Computing and Internet of Things (ICGCIoT), Greater Noida on the beautiful campus of Galgotias Institutions , 2015.

Publisher : 2015 International Conference on Green Computing and Internet of Things (ICGCIoT), IEEE,

Year : 2015

Registration Plate Recognition Using Dynamic Image Processing and Genetic Algorithm

Cite this Research Publication : G. Joseph and Dr. Tripty Singh, “Registration Plate Recognition Using Dynamic Image Processing and Genetic Algorithm”, in International Conference on Innovations in Computer Science & Engineering (ICICSE-2015), Singapore, 2015.

Publisher : International Conference on Innovations in Computer Science & Engineering (ICICSE-2015), Springer Singapore

Year : 2015

Development of biometric security system using CBIR and EER

Cite this Research Publication : A. G, M, A. H., Dr. Tripty Singh, and Joseph, G., “Development of biometric security system using CBIR and EER”, in 2015 International Conference on Communications and Signal Processing (ICCSP), Melmaruvathur, India, 2015.

Publisher : 2015 International Conference on Communications and Signal Processing (ICCSP), IEEE

Year : 2014

PCB Thermal Image Analysis using MATLAB

Cite this Research Publication : Dr. Tripty Singh, Mohan, S., and K, J. Varghese, “PCB Thermal Image Analysis using MATLAB”, in International Conference on Information and Communication Technologies (ICICT, 2014), Tirupati , 2014.

Publisher : International Conference on Information and Communication Technologies (ICICT, 2014)

Year :

Monitoring Driver’s Behavior Using Acceleration Sensor

Cite this Research Publication : Anandapadmanabhan and Dr. Tripty Singh, “Monitoring Driver’s Behavior Using Acceleration Sensor”, in ICPCSI International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI-2017) , 2017.

Publisher : CPCSI International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI-2017)

Book Chapter

Year : 2019

Intelligent Farming With Surveillance Agribot

Cite this Research Publication : Dr. Tripty Singh and Vinod, D. Naga, “Intelligent Farming With Surveillance Agribot”, in Applications of Image Processing and Soft Computing Systems in Agriculture, IGI Global, 2019.

Publisher : Applications of Image Processing and Soft Computing Systems in Agriculture, IGI Global, 2019.

Year : 2015

Computer Aided Diagnosis System for Breast Cancer Detection

Cite this Research Publication : A. Kumar Wadhwani, Wadhwani, S., and Dr. Tripty Singh, “Computer Aided Diagnosis System for Breast Cancer Detection”, in Optimizing Assistive Technologies for Aging Populations, IGI Global, 2015, pp. 378–395.

Publisher : Optimizing Assistive Technologies for Aging Populations, IGI Global,

Projects
  • “Automate Antibiotic Susceptibility Testing, with the Help of Artificial Intelligence, in a Cheaper and Effective Manner,” submitted to Biotechnology Industry Research Assistance Council (BIRAC) Department of Biotechnology (DBT), Government of India on June 16, 2021 by Rashmi Sankar and Dr Tripty Singh
Achievements
  • Ms. Rashmi Sankar Tripty Singh, from the Department of Computer Science and Engineering, MTech Data Science, has participated in a poster presentation, AISG, 2021. She presented the poster based on her M.Tech thesis, “Efficient Automation of Resazurin based Antibiotic Susceptibility Testing using Computer Vision”, under the guidance of Dr. Tripty Singh, on July 1, 2021 and won “Best Poster Presentation in PG Category at the international symposium on Artificial Intelligence for Social Good’21.
Student Guidance

Name and Area of PhD Scholars Guided (Graduated)

  • Dr. Rekha R Nair (Development of Algorithms for Multi-Modal medical Image Fusion)
  • Dr. Tina Babu (Automated Colon Cancer Detection and Grading on Histopathological Images)

Name and Area of PhD Scholars Being Guided (Undergoing)

  • Mrs. Amrita Tripathi COPD (chronic obstructive pulmonary lung disease) is a group of diseases that includes chronic bronchitis, TB, Covid Pnemonia and emphysema Using Machine Learning Classification
  • Mr. Satyabrata Pattnayak Detection of abnormalities in Cardio vascular structure using Machine Learning and Image Anlaysis
  • Gayatri Ramasamy Neurogenerative diseases prediction using Multi-Modal medical Image Fusion
  • Sony Kuriakose Oncology-Based Search of Genomic Metadata and analysis
  • Divya Singh Multi modal image fusion for Neural Systems and Rehabilitation Engineering
Invited Talk / Guest Lecture

1. Pre-conference Tutorial on Artificial intelligence in Medical Image Processing organized by the Department of Computer Science and Engineering, Amrita School of Engineering, Bengaluru, is organizing a workshop on Eye Tracking and Computer Vision, ETCVision 2016, from August 19 – 21, 2016.
2. Chair-Preconference workshop ICIC-2018 at Amrita School of Engg Speaker of a session in May 2019 Python workshop held by Amrita School of Bangalore. Conducted aWebinar on “Make a Difference Be an Engineer Pathway to Artificial Intelligence” on 23 June 2020, 2016.

Research Scholars
  • Dr. Rekha R Nair [ Ph.D Awarded] Development of Algorithms for Multi-Modal medical Image Fusion
  • Dr. Tina Babu [ Ph.D Awarded] Automated Colon Cancer Detection and Grading on Histopathological Images
  • Mrs Amrita Tripathi COPD (chronic obstructive pulmonary lung disease) is a group of diseases that includes chronic bronchitis, TB, Covid Pnemonia and emphysema Using Machine Learning Classification
  • Mr Satyabrata Pattnayak Detection of abnormalities in Cardio vascular structure using Machine Learning and Image Anlaysis Gayatri Ramasamy Neurogenerative diseases prediction using Multi-Modal medical Image Fusion
  • Sony Kuriakose Oncology-Based Search of Genomic Metadata and analysis
  • Afnaan K Multi modal image fusion for Neural Systems and Rehabilitation Engineering
Admissions Apply Now