Computer Vision and Robotics

Thermal Facial Expression Recognition Using Modified ResNet152

Authors : Sarath S., Prabhakaran, JJ Nair

Publisher : Springer

Human emotions recognition from thermal images using Yolo algorithm

Authors : Sarath S.

Publisher : IEEE

Scene Graph Generation Using Depth, Spatial, and Visual Cues in 2D Images

Authors : Dr. Aiswarya S. Kumar, J. J. Nair

Publisher : IEEE Access

Augmented Reality Assistance for Aging People: A Systematic Literature Review

Authors : Dr. Divya Udayan J., Raija Halonen, and Aswani Kumar Cherukuri

Publisher : ACM Digital Library

Automatic 3D Facial Landmark-Based Deformation Transfer on Facial Variants for Blendshape Generation

Authors : Dr. Divya Udayan J., Anupama K. Ingale, A. Anny Leema, HyungSeok kim

Publisher : Springer

A novel SPLIT-SIM approach for efficient image retrieval

Authors : Dr. Aiswarya S. Kumar, J. J. Nair

Publisher : Springer Nature

Tiling algorithm with line-based transform for rapid ship detection and wake feature extraction in ALOS-2 SAR sensor data

Authors : Dr. Don S., S. Deepika, Elangovan K, Lekshmi S, Ganesan K

Publisher : IEEE Xplore

Saliency and ballness driven deep learning framework for cell segmentation in bright field microscopic images

Authors : Dr. Gopakumar G., SB Asha, GRKS Subrahmanyam

Publisher : Elsevier

Preserving Interactions among Moving Objects in Surveillance Video Synopsis

Authors : Dr. Namitha K., Athi Narayanan

Publisher : Springer

An Improved Interaction Estimation and Optimization Method for Surveillance Video Synopsis

Authors : Dr. Namitha K.

Publisher :  IEEE Multimedia

An adaptive neuro-fuzzy inference system to monitor and manage the soil quality to improve sustainable farming in agriculture

Authors : Dr. Remya S.

Publisher : Springer, Journal of Soft Computing, A Fusion of Foundations, Methodologies and Applications

A Generic and Scalable Approach to Maximize Coverage in Diverse Indoor and Outdoor Multicamera Surveillance Scenarios

Authors : Dr. Vivek Menon, Dr. Sumi Suresh M. S., Dr. Varsha P. Suresh

Publisher : IEEE Transactions on Systems, Man, and Cybernetics: Systems

Combining the FCM Classifier with Various Kernels to Handle Non-linearity of Class Boundaries

Authors : Dr. Akshara P. Byju, Dr. Akshara P. Byju; A. Kumar; Stein, A.;

Publisher : Journal of the Indian Society of Remote Sensing,

An Efficient Graph Based Approach for Reducing Coverage Loss from Failed Cameras of a Surveillance Network

Authors : Dr. Vivek Menon, Dr. Sumi Suresh M. S.

Publisher : IEEE Sensors Journal, IEEE

Set Based Disease Prediction Latent Dirichlet Allocation: A Latent Model for Early Stage Identification of Diseases

Authors : Dr. Don S., Ashokkumar P.;

Publisher : Journal of Computational and Theoretical Nanoscience

A Comparative Study on Adversarial Noise Generation for Single Image Classification

Authors : Dr. Don S., Rishabh Saxena; Amit Sanjay Adate

Publisher : International Journal of Intelligent Information Technologies

Intelligent Optimal Route Recommendation among Heterogeneous Objects with Keywords

Authors : Dr. Don S., Ashokkumar P.; Arunkumar N.;

Publisher : Computers & Electrical Engineering

Drug Recommendation With Minimal Side Effects Based On Direct And Temporal Symptoms

Authors : Dr. Don S., P. Ashokkumar

Publisher : Neural Computing And Applications

Link-Based Clustering Algorithm for Clustering Web Documents

Authors : Dr. Don S., P. Ashokkumar;

Publisher : Journal of Testing and Evaluation

Incorporating Relative Position Information in Transformer-Based Sign Language Recognition and Translation

Authors : Dr. Geetha M., Dr. Prema Nedungadi, Neena Aloysius

Publisher : IEEE

Affective emotion classification using feature vector of image based on visual concepts

Authors : Dr. Divya Udayan J., D. Tamil Priya

Publisher : The International Journal of Electrical Engineering & EducationThe International Journal of Electrical Engineering & Education (SCOPUS, SCI(E)/IF:0.938)., SAGE Publications Ltd STM

Analysis on Deep Learning methods for ECG based Cardio,vascular Disease prediction

Authors : Dr. Divya Udayan J., Stalin raj Kusuma

Publisher : Scalable Computing: Practice and Experience

Real-time 3D reconstruction techniques applied in dynamic scenes: A systematic literature review

Authors : Dr. Divya Udayan J., Anupama K. Ingale;

Publisher : Computer Science Review

Hybridization of TrellisNet with CNN

Authors : Lekha S. Nair, Akshat Jaiswal; Prashanth Duvvada;

Publisher : Lecture Notes on Data Engineering and Communications Technologies, Springer,

Machine vision based flood monitoring system using deep learning techniques and fuzzy logic on crowdsourced image data

Authors : Dr. Shivsubramani Krishnamoorthy, Dr. Geetha M., Sethuraman Rao, Bhavana B. Nair

Publisher : IOS Press

Interactive visualization-based surveillance video synopsis

Authors : Dr. Geetha M., Dr. Namitha K., K. Namitha, Athi Narayanan

Publisher : Springer US

Maximizing Camera Coverage in Multi-camera Surveillance Networks

Authors : Dr. Vivek Menon, Dr. Sumi Suresh M. S., Dr. Athinarayanan S.

Publisher : IEEE Sensors Journal, IEEE

Microfluidic microscopy-assisted label-free approach for cancer screening: automated microfluidic cytology for cancer screening

Authors : Dr. Gopakumar G., V. Kalyan Jagannadh, Subrahmanyam, G. R. K. Sai, and Gorthi, S. Siva

Publisher : Medical {&} Biological Engineering {&} Computing,

Framework for morphometric classification of cells in imaging flow cytometry

Authors : Dr. Gopakumar G., Jagannadh VK; Gorthi SS; Subrahmanyam GR

Cytopathological image analysis using deep-learning networks in microfluidic microscopy

Authors : Dr. Gopakumar G., K, H. Babu, D, M., SS, G., and GR, S. Subrahmany

Publisher : Journal of the Optical Society of America A

Convolutional Neural Network-based malaria Diagnosis from Focus Stack of Blood Smear Images Acquired Using Custom-built Slide Scanner

Authors : Dr. Gopakumar G., Swetha, Murali; Sai Siva, Gorthi; Sai Subrahmanyam, Gorthi R. K

Publisher : Journal of Biophotonics

Pair wise training for stacked convolutional autoencoders using small scale images

Authors : Dr. Jyothisha J. Nair, Dr. Aiswarya S. Kumar

Publisher : IOS Press

Offline Signature Forgery Detection using Hough Transform

Authors : Lekha S. Nair, G. Rajan

Publisher : International Journal of Applied Engineering Research (Special Issue)

Image classification using an ensemble-based deep CNN

Authors : Dr. Geetha M., A. Neena

Publisher : Advances in Intelligent Systems and Computing

Understanding vision-based continuous sign language recognition

Authors : Dr. Geetha M., N. Aloysius

Publisher : Multimedia Tools and Applications

A scale space model of weighted average CNN ensemble for ASL fingerspelling recognition

Authors : Dr. Geetha M., N. Aloysius

Publisher : International Journal of Computational Science and Engineering

A Deep Learning Approach to Image Splicing Using Depth Map

Authors : Dr. Gopakumar G., DV Vijay Gopal

Publisher : IEEE Explore

Copy-Move Forgery Detection-A Study and the Survey

Authors : Dr. Gopakumar G.

Publisher : Springer

Face Recognition at varying angles from distant CCTV Footage using Siamese Architecture

Authors : Dr. Gopakumar G., A Stalin, A Sha, AS Kumar, S Nandakumar

Publisher : IEEE Explore

Face Verification Component for Offline Proctoring System using One-shot learning

Authors : Dr. Gopakumar G., PS Karthik, PNV Chowdary, M Bhargav, G Dhanush

Publisher : IEEE Xplore

Copy-Move Forgery Detection Using K-Means and Hu’s Invariant Moments

Authors : Dr. Gopakumar G.

A Survey on Image Splice Forgery Detection and Localization Techniques

Authors : Dr. Gopakumar G.

Publisher : Springer

An Integrated Facemask Detection with Face Recognition and Alert System Using MobileNetV2

Authors : Dr. Akshara P. Byju, Gopinath Pranav Bhargav, Kancharla Shridhar Reddy, Alekhya Viswanath, Bodapati Abhi Teja

Publisher : Springer

A convolutional neural network for visual object recognition in marine sector

Authors : Dr. Aiswarya S. Kumar, E. Sherly

Publisher : IEEE Xplore

Compact-VG: A Small-scale Dataset for Scene Graph Generation

Authors : Dr. Aiswarya S. Kumar, J. J. Nair

Publisher : Springer Nature

A One-Stop Service Provider for Farmers Using Machine Learning

Authors : Dr. Remya S., Vidya Sree K, Sandeep Kumar Reddy G, Dileep Varma R, Mihira P.

Publisher : Springer

Generating Audio from Lip Movements Visual Input: A Survey

Authors : Dr. Subhasri Duttagupta, Krishna Suresh, G Gopakumar

Publisher : Springer

Speech Emotion Recognition Using Machine Learning Techniques

Authors : Dr. Manjusha Nair M., Sreeja Sasidharan Rajeswari, G. Gopakumar

Publisher : Springer

Detecting Autism Spectrum Disorder Using DenseNet

Authors : Dr. Remya S., Alapati Ratna Vybhav, Gopu Sri Ganesh, Juluru Eswar, Venkata Satya Sai Karri

Publisher : SpringerLink

Improving Classification Accuracy Using Combined Filter+Wrapper Feature Selection Technique

Authors : Dr. Sumi Suresh M. S., Dr. Athinarayanan S.

Publisher : IEEE

Hybrid Feature-Based Invasive Ductal Carcinoma Classification in Breast Histopathology Images

Authors : Lekha S. Nair, Vukka Snigdha

Publisher : Springer

Multimedia Genre Prediction by Analysing Neurophysiological Signals

Authors : Dr. Gopakumar G., Harika Pothina

Publisher : IEEE

Semantic Segmentation of Spectral Images: A Comparative Study using FCN8s and U-NET on RIT-18 Dataset

Authors : Dr. Gopakumar G., Darshik, S.A., Dev, A., Bharath, M., Nair, B.A

Publisher : 2020 11th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2020, 2020, 9225461

An Improved Intrusion Detection System Based on KDD Dataset Using Feature Ranking and Data Sampling

Authors : Dr. Gopakumar G., Hooda, M., Babu, J., Vamsi, P.S.

Publisher : Proceedings of the 2020 IEEE International Conference on Communication and Signal Processing, ICCSP 2020, 2020, pp. 1128–1132, 9182060

Breast Mass Classification Using Classic Neural Network Architecture and Support Vector Machine

Authors : Dr. Gopakumar G., Priya, R., Sreelekshmi, V., Nair, J.J

Publisher : Lecture Notes in Electrical Engineeringthis link is disabled, 2021, 736 LNEE, pp. 435–448

Enhancement of VerticalThings DSL with Learnable Features

Authors : Dr. Gopakumar G., Ghanta, S., Surya Chaitanya, P.V., Ganti, S.S.C., Roshan Patnaik, M.P.V., Gopakumar, G.

Publisher : Lecture Notes in Electrical Engineeringthis link is disabled, 2021, 735 LNEE, pp. 347–359

Glaucoma Detection from Retinal Fundus Images

Authors : Dr. Gopakumar G., Rahul Krishnan, Varun Sekhar, J Sidharth, S Gautham

Publisher : Proceedings of the 2020 IEEE International Conference on Communication and Signal Processing, ICCSP 2020, 2020, pp. 628–631, 9182388

Haze Removal Using Generative Adversarial Network

Authors : Dr. Gopakumar G., Sanjay, A., Nair, J.J

Publisher : Lecture Notes in Electrical Engineeringthis link is disabled, 2021, 736 LNEE, pp. 207–217

Predicting Covid-19 Positive Cases and Analysis on the Relevance of Features using SHAP (SHapley Additive exPlanation)

Authors : Dr. Gopakumar G., Choudary, M.N.S., Bommineni, V.B., Tarun, G., Reddy, G.P

Publisher : Proceedings of the 2nd International Conference on Electronics and Sustainable Communication Systems

Recursive Block Based Keypoint Matching for Copy Move Image Forgery Detection

Authors : Dr. Gopakumar G., Narayanan, S.S

Publisher : 2020 11th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2020, 2020, 9225658

Dynamic Search Paths for Visual Object Tracking

Authors : Dr. Gopakumar G., Gunisetty, S., Bommerla, V.K., Dasari, M., Chava, V

Publisher : Lecture Notes in Electrical Engineeringthis link is disabled, 2021, 736 LNEE, pp. 379–388

Performance Analysis of Deep Learning Architectures for Super Resolution

Authors : Dr. Gopakumar G., Nair D.P, John, A.M, Varshini E.R.A, Arunima D

Publisher : Journal of Physics: Conference Seriesthis link is disabled, 2021, 1917(1), 012002

Conference Room Booking Application using Flutter

Authors : Anjali T, Anagha Praveen; Krishna Nanda; Nayana Rajith; Niveda Giriraj; R. Radhika; Nidhin Mahesh; K Vishnu; S Sarath

Publisher : 2020 International Conference on Communication and Signal Processing (ICCSP), IEEE

An Improved Image Steganography Method with SPIHT and Arithmetic Coding

Authors : Lekha S. Nair, Joshy, L. M.

Publisher : Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014

Lung Nodule Classification Using Deep ConvNets on CT Images

Authors : Vinitha J. Panicker, H. Sathyan

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, Bangalore, India.

Shadow removal from single image using color invariant method

Authors : Vinitha J. Panicker, A. Krishnan; P. Jayadevan;

Publisher : 2017 International Conference on Communication and Signal Processing (ICCSP)

Tumour Classification in Graph-Cut Segmented Mammograms Using GLCM Features-Fed SVM

Authors : Lekha S. Nair, Ancy, C. A .

Publisher : Intelligent Engineering Informatics, Advances in Intelligent Systems and Computing, Springer Singapore, Singapore.

Tumour Detection in Double Threshold Segmented Mammograms Using Optimized GLCM Features fed SVM

Authors : Lekha S. Nair, Ashwanth Unni; Nidheep Eg; Saurav Vinod .

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

Emotion recognition in a social robot for robot-assisted therapy to autistic treatment using deep learning

Authors : Lekha S. Nair, L. Joseph, Pramod, S.

Publisher : 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy)

An efficient CAD for detection of tumour in mammograms using SVM

Authors : Lekha S. Nair, C. A. Ancy

Publisher : 2017 International Conference on Communication and Signal Processing (ICCSP)

Machine Learning Based Approach for Detection of Lung Cancer in DICOM CT Image

Authors : Anjali T, Chethan Dev; Kripa Kumar; Arjun Palathil; Vinitha Panicker

Publisher : Ambient Communications and Computer Systems

Fuzzy c-means Segmentation on Enhanced Mammograms Using CLAHE and Fourth Order Complex Diffusion

Authors : Lekha S. Nair, M. Mohan; L. Priya T

Publisher : 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), IEEE

An improved random forest algorithm for classification in an imbalanced dataset

Authors : Dr. Gopakumar G., Jose, C.

Publisher : URSI Asia-Pacific Radio Science Conference, AP-RASC 2019

Analysis and Characterization of Plant Diseases using Transfer Learning

Authors : Vinitha J. Panicker

Publisher : IEEE

Kavach: A Machine Learning based approach for enhancing the attack detection capability of firewalls

Authors : Vinitha J. Panicker, K. Aswal, A. Rajmohan, A. TRC, S. Mukund, J. P. Dhivvya

Publisher : IEEE

Detecting and Rectifying Adversarial Images Dealt by Deep Learning Models

Authors : Vinitha J. Panicker, Dhanya, S.

Publisher : IEEE

Deep Convolutional Neural Networks for Multiclass Cervical Cell Classification

Authors : Vinitha J. Panicker, Archana, M. C. P.

Publisher : IEEE

Deep Learning Based Model for Multi-class Classification of Cervical Cells Using Pap Smear Images

Authors : Vinitha J. Panicker, Nayar, Sanjana, J., Jyothisha J. Nair.

Publisher : IEEE

Cervical Cell Nuclei Segmentation On Pap Smear Images Using Deep Learning Technique

Authors : Vinitha J. Panicker, Alisha, S

Publisher : IEEE

Driver face Recognition and Sober Drunk Classification using Thermal Images

Authors : Sarath S.

Publisher : IEEE

Region of Interest Based Comparative Analysis in Deception Detection using Thermal Images

Authors : Sarath S.

Publisher : IEEE

A Deep-Learning Approach to Find Respiratory Syndromes in Infants using Thermal Imaging

Authors : Sarath S.

Publisher : IEEE

Data Augmentation of Neonatal Thermal Images Using Deep Learning

Authors : Sarath S., K Karthik, K Nithin, B Dhanush, K Praveen

Publisher : IEEE Explore

Non-invasive Machine Learning approach for classifying Blood Pressure using PPG Signals in COVID situation

Authors : Sarath S.

Publisher : 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE

A Novel Approach to Detect Unmanned Aerial Vehicle using Pix2Pix Generative Adversarial Network

Authors : Sarath S., V Balachandran

Publisher : International Conference on Artificial Intelligence and Smart Energy (ICAIS),

Illumination Invariant Non-Invasive Heart Rate And Blood Pressure Estimation From Facial Thermal Images using Deep Learning

Authors : Sarath S.

Publisher : IEEE Explore

A Deep Learning Approach for Detection and Analysis of Respiratory Infections in Covid-19 Patients using RGB and Infrared Images

Authors : Sarath S., Alekhya Viswanath, Bhavya Avuthu, Naveen Yenuganti, Swathi Kasikala

Publisher : ACM Digital Library

Geo Mapping of Waste: A Bottom-Up Approach using Android and SVR

Authors : Dr. Namitha K., Krishnaprasad, T.R., Jhansi R., Keerthana S

Approximating JPEG 2000 wavelet representation through deep neural networks for remote sensing image scene classification

Authors : Dr. Akshara P. Byju, Demir, B., Sumbul, G., & Bruzzone, L.

A Novel Coarse-to-fine Remote Sensing Image Retrieval System in JPEG-2000 Compressed Domain

Authors : Dr. Akshara P. Byju, Demir, B., & Bruzzone, L.

A Progressive Content-Based Image Retrieval in JPEG 2000 Compressed Remote Sensing Archives

Authors : Dr. Akshara P. Byju, Demir, B., & Bruzzone, L.

Publisher : IEEE Explore

Remote-Sensing Image Scene Classification With Deep Neural Networks in JPEG 2000 Compressed Domain

Authors : Dr. Akshara P. Byju, Demir, B., Sumbul, G., & Bruzzone, L

Publisher : IEEE Explore

Video Synopsis: State-of-the-art and Research Challenges

Authors : Dr. Namitha K., Athi Narayanan

Publisher : IEEE

A Synthetic Video Dataset Generation Toolbox for Surveillance Video Synopsis Applications

Authors : Dr. Namitha K., Athi Narayanan, and M. Geetha

Publisher : IEEE

Geo Located Alert via Bottom up IoT Model in Times of COVID-19 and Other Disasters

Authors : Dr. Namitha K., Lekshmy HO, Krishnaprasad TR, Gupta GV

Publisher : IOP Publishing

Mitotic Nuclei Detection in Breast Histopathology Images using YOLOv4

Authors : Lekha S. Nair, Ramkishor Prabhu R, Gowry Sugathan, Kiran V Gireesh, Akshay S Nair

Publisher : IEEE

Automatic Detection of Malaria Infected RBCs from a Focus Stack of Bright Field Microscope Slide Images

Authors : Dr. Gopakumar G., Swetha, M.; Siva, Gorthi. Sai; Subrahmanyam, G R K S.

Publisher : Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing

Improved Transfer Learning through Shallow Network Embedding for Classification of Leukemia Cells

Authors : Dr. Gopakumar G., K. S. Kalmady, Kamath, A. S., Subrahmanyam, G. R. K. S., and Gorthi, S. S

Publisher : 2017 Ninth International Conference on Advances in Pattern Recognition (ICAPR), IEEE

Priority Based Real Time Smart Traffic Control System Using Dynamic Background

Authors : Deepthi L. R., Sarath S.

Publisher : 2018 International Conference on Communication and Signal Processing (ICCSP). IEEE, Chennai, India.

Real-Time Video Segmentation Using a Single Click

Authors : Sarath S., Anamika, A. M .

Publisher : Proceedings of the 2018 IEEE International Conference on Communication and Signal Processing, ICCSP 2018. Institute of Electrical and Electronics Engineers Inc., Adhiparasakthi Engineering College, Melmaruvathur, Chennai.

A comparative analysis of machine learning algorithms in detecting deceptive behaviour in humans using thermal images

Authors : Sarath S., A. Ravindran, G. Krishna, G., Sagara

Publisher : Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019

Collision detection for USVs: An analysis on CV algorithms

Authors : Dr. Gopakumar G., Siddharth Kumar, Ram Manoj Potla, Gayathri Ravipati

Publisher : CRC Press

Semantic Modeling and Rendering

Authors : Dr. Divya Udayan J., Kim H

Publisher : Intelligent Scene Modeling and Human-Computer Interaction. Human–Computer Interaction Series. (Web of Science Book Citation Index)

Deep Learning Applications to Cytopathology: A Study on the Detection of Malaria and on the Classification of Leukaemia Cell-Lines

Authors : Dr. Gopakumar G., Subrahmanyam, G. R. K. Sai

Publisher : Handbook of Deep Learning Applications, Springer International Publishing

A System for Providing Real time Interpretation of Sign Language and Method Thereof

Authors : Dr. Geetha M., M.R.Kaimal