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Dr. Amudha J.

Associate Professor, School of Computing, Bengaluru

Qualification: M.Tech, Ph.D
j_amudha@blr.amrita.edu
Amudha J's Google Scholar Profile
Research Interest: Attention Allocation in Various Fields & Marketing, Cognitive Vision, Computational Visual Attention System, Computer Vision, Image Processing, Pattern Recognition, Robotics, Soft Computing

Bio

Dr. Amudha J. currently serves Associate Professor, School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru.

Her areas of research include Image Processing, Computer Vision, Soft Computing, Computational visual attention system, Cognitive Vision, Pattern Recognition, Attention allocation in various fields & marketing, robotics, etc.

 

Publications

Journal Article

Year : 2021

Recurrent Neural Networks for Edge Intelligence: A Survey

Cite this Research Publication : Varsha S. Lalapura, Amudha J., and Hariramn Selvamurug Satheesh, “Recurrent Neural Networks for Edge Intelligence: A Survey”, ACM Comput. Surv., vol. 54, 2021.

Publisher : ACM Comput. Surv., Association for Computing Machinery

Year : 2020

Intelligent gaze tracking approach for trail making test

Cite this Research Publication : Jyotsna C, Amudha J., Rao, R., and Nayar, R., “Intelligent gaze tracking approach for trail making test”, International Symposium on Intelligent Systems Technologies and Applications, vol. 38, pp. 1-12, 2020.

Publisher : International Symposium on Intelligent Systems Technologies and Applications

Year : 2020

Integration of Prophet Model and Convolution Neural Network on Wikipedia Trend Data

Cite this Research Publication : A. Sahay and Amudha J., “Integration of Prophet Model and Convolution Neural Network on Wikipedia Trend Data”, Journal of Computational and Theoretical Nanoscience, vol. 17, no. 1, pp. 260–266, 2020.

Publisher : Journal of Computational and Theoretical Nanoscience, American Scientific Publishers

Year : 2020

A fuzzy based system for target search using top-down visual attention

Cite this Research Publication : Amudha J., K.V, D., and Aarthi, R., “A fuzzy based system for target search using top-down visual attention”, Journal of Intelligent and Fuzzy Systems, vol. 38, no. 5, pp. 6311-6323, 2020.

Publisher : Journal of Intelligent and Fuzzy Systems, IOS Press

Year : 2018

Eye gaze– based optic disc detection system

Cite this Research Publication : N. Kulkarni and Amudha J., “Eye gaze– based optic disc detection system”, Journal of Intelligent & Fuzzy Systems, vol. 34, no. 3, pp. 1713 - 1722, 2018.

Publisher : Journal of Intelligent & Fuzzy Systems, IOS Press,

Year : 2018

A fuzzy inference system to recommend skills for source code review using eye movement data

Cite this Research Publication : K. R. Chandrika and Amudha J., “A fuzzy inference system to recommend skills for source code review using eye movement data”, Journal of Intelligent & Fuzzy Systems, vol. 34, no. 3, pp. 1743 - 1754, 2018.

Publisher : Journal of Intelligent & Fuzzy Systems, IOS Press,

Year : 2018

A fuzzy based eye gaze point estimation approach to study the task behavior in autism spectrum disorder

Cite this Research Publication : Amudha J. and Nandakumar, H., “A fuzzy based eye gaze point estimation approach to study the task behavior in autism spectrum disorder”, Journal of Intelligent and Fuzzy Systems, vol. 35, pp. 1459-1469, 2018.

Publisher : Journal of Intelligent and Fuzzy Systems, IOS Press

Year : 2017

Comparison of experts and non-experts gaze pattern for the target as optic disc in the fundus retinal images

Cite this Research Publication : N. Kulkarni and Amudha J., “Comparison of experts and non-experts gaze pattern for the target as optic disc in the fundus retinal images”, International Journal of Applied Engineering Research, vol. 12, no. 14, pp. 4106–4112, 2017.

Publisher : International Journal of Applied Engineering Research

Year : 2017

Helping hands–an eye tracking enabled user interface framework for amyotrophic lateral sclerosis patients

Cite this Research Publication : T. Sawhney, S Reddy, P., Amudha J., and Jyotsna C, “Helping hands–an eye tracking enabled user interface framework for amyotrophic lateral sclerosis patients”, International Journal of Control Theory and Applications, vol. 10, no. 15, 2017.

Publisher : International Journal of Control Theory and Applications

Year : 2016

Detection of Moving Objects in Surveillance Video by Integrating Bottom-up Approach with Knowledge Base

Cite this Research Publication : R. Aarthi, Amudha, J., K., B., and Varrier, A., “Detection of Moving Objects in Surveillance Video by Integrating Bottom-up Approach with Knowledge Base”, Procedia Computer Science, vol. 78, pp. 160 - 164, 2016.

Publisher : Procedia Computer Science.

Year : 2016

Sketch based Image Retrieval using Information Content of Orientation

Cite this Research Publication : R. Aarthi, Anjana, K. P., and Amudha, J., “Sketch based Image Retrieval using Information Content of Orientation”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology, Indian Society for Education and Environment

Year : 2015

A cost effective low computational approach on eye event recognition using non invasive method

Cite this Research Publication : Amudha J. and V., J., “A cost effective low computational approach on eye event recognition using non invasive method”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 18980-18984., 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Comparing several selection strategies in GA for software testing

Cite this Research Publication : K. R. Chandrika and Amudha J., “Comparing several selection strategies in GA for software testing”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 18892-18896., 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Design of an Economic Voice Enabled Assistive System for the Visually Impaired

Cite this Research Publication : D. .Radha and Amudha, J., “Design of an Economic Voice Enabled Assistive System for the Visually Impaired”, International Journal of Applied Engineering Research, vol. 10, pp. 32711–32721, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Analysis of fuzzy rule optimization models

Cite this Research Publication : A. J., Radha D., and S., S., “Analysis of fuzzy rule optimization models”, International Journal of Engineering and Technology, vol. 7, pp. 1564-1570, 2015.

Publisher : International Journal of Engineering and Technology, Engg Journals Publications

Year : 2015

Moving Human Detection in Video Using Dynamic Visual Attention Model

Cite this Research Publication : G. Sanjay, Amudha, J., and Jose, J. Tressa, “Moving Human Detection in Video Using Dynamic Visual Attention Model”, Advances in Intelligent Systems and Computing, vol. 320, pp. 117-124, 2015.

Publisher : Advances in Intelligent Systems and Computing

Year : 2014

Study of Measuring Dissimilarity between Nodes to Optimize the Saliency Map

Cite this Research Publication : Radha D., Amudha, J., and Jyotsna C, “Study of Measuring Dissimilarity between Nodes to Optimize the Saliency Map”, Int.J.Computer Technology & Applications, vol. 5, no. 3, pp. 993-1000, 2014.

Publisher : Int.J.Computer Technology Applications

Year : 2013

Detection of Unauthor- ized Human Entity in Surveillance Video

Cite this Research Publication : Radha D. and Amudha J., “Detection of Unauthor- ized Human Entity in Surveillance Video”, International Journal of Engineering and Technology (IJET), vol. 5, no. 3, pp. 3101-3108, 2013.

Publisher : International Journal of Engineering and Technology (IJET),

Year : 2013

Detection of unauthorized human entity in surveillance video

Cite this Research Publication : Radha D. and Amudha, J., Ramyasree P, Ravindran Ranju, Shalini S, “Detection of Unauthorized Human Entity in Surveillance Video”, International Journal of Engineering and Technology (IJET), vol. 5, no. 3, pp. 3101-3108, 2013.

Publisher : International Journal of Engineering and Technology (IJET)

Year : 2012

Performance evaluation of bottom-up and top-down approaches in computational visual attention system

Cite this Research Publication : J. Amudha, “Performance evaluation of bottom-up and top-down approaches in computational visual attention system”, 2012.

Publisher : Coimbatore (2012)

Year : 2011

Feature Selection in top-down visual attention model

Cite this Research Publication : K. P. Soman and Amudha J., “Feature Selection in top-down visual attention model”, International Journal of Computer application, vol. 24, pp. 38–43, 2011.

Publisher : International Journal of Computer application

Year : 2011

Feature Selection in Top-Down Visual Attention Model using WEKA.

Cite this Research Publication : Amudha J., Soman, K. P., and Kiran, Y., “Feature Selection in Top Down Visual Attention Model with WEKA”, International Journal of Computer Applications, vol. 24, pp. 38–43, 2011.

Publisher : International Journal of Computer Applications

Year : 2011

A Knowledge Driven Computational Visual Attention Model

Cite this Research Publication : J. Amudha, Dr. Soman K. P., and S Reddy, P., “A Knowledge Driven Computational Visual Attention Model”, International Journal of Computer Science Issues, vol. 8, no. 3, 2011.

Publisher : Citeseer

Year : 2011

Feature Selection in Top Down Visual Attention Model with WEKA

Cite this Research Publication : J. Amudha, Soman, K. P., and Kiran, Y., “Feature Selection in Top Down Visual Attention Model with WEKA”, International Journal of Computer Applications, vol. 24, pp. 38–43, 2011.

Publisher : International Journal of Computer Applications

Year : 2009

Selective tuning visual attention model

Cite this Research Publication : Amudha J. and Dr. Soman K. P., “Selective tuning visual attention model”, International Journal of Recent Trends in Engineering, vol. 2, pp. 117–119, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2009

Saliency based visual tracking of vehicle

Cite this Research Publication : J. Amudha and Dr. Soman K. P., “Saliency based visual tracking of vehicle”, International Journal of Recent Trends in Engineering, vol. 2, no. 2, p. 114, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2005

Generation of IFS code for unstructured object Categorization

Cite this Research Publication : Amudha J., Raghesh, K. K., and P, N., “Generation of IFS code for unstructured object Categorization”, 2005.

Publisher : ICCR

Conference Paper

Year : 2021

An Interactive system for Assessing Emotional Wellness

Cite this Research Publication : Akshaya, S., Pranitha, T., Harika, S.S., Bharathi, V.V.P., Jyotsna, C., Amudha, J. (2022). An Interactive System for Assessing Emotional Wellness. In: Reddy, V.S., Prasad, V.K., Wang, J., Reddy, K.T.V. (eds) Soft Computing and Signal Processing. Advances in Intelligent Systems and Computing, vol 1340. Springer, Singapore. https://doi.org/10.1007/978-981-16-1249-7_25

Publisher : International Conference of Soft Computing and Signal Processing

Year : 2021

StimulEye : An Intelligent Tool for Feature Extraction and Event Detection from Raw Eye Gaze Data

Cite this Research Publication : A. Krishnamoorthy, Sindhura, V. Reddy, Gowtham, D., C., J., and J., A., “StimulEye : An Intelligent Tool for Feature Extraction and Event Detection from Raw Eye Gaze Data”, in Sixth International Symposium on Intelligent Systems Technologies and Applications (ISTA'20) , 2020.

Publisher : International Symposium on Intelligent Systems Technologies and Applications

Year : 2020

Detecting Surface Cracks on Buildings using Computer Vision: An Experimental Comparison of Digital Image Processing and Deep Learning

Cite this Research Publication : Yadhunath, R., Srikanth, S., Sudheer, A., Jyotsna, C., Amudha, J. (2022). Detecting Surface Cracks on Buildings Using Computer Vision: An Experimental Comparison of Digital Image Processing and Deep Learning. In: Reddy, V.S., Prasad, V.K., Wang, J., Reddy, K.T.V. (eds) Soft Computing and Signal Processing. Advances in Intelligent Systems and Computing, vol 1340. Springer, Singapore. https://doi.org/10.1007/978-981-16-1249-7_20

Publisher : International Conference of Soft Computing and Signal Processing

Year : 2018

Effectual Training for Object Detection Using Eye Tracking Data Set

Cite this Research Publication : S. Vishwakarma, Radha D., and Amudha J., “Effectual Training for Object Detection Using Eye Tracking Data Set”, in 2018 International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2018.

Publisher : 2018 International Conference on Inventive Research in Computing Applications

Year : 2017

Langtool: Identification of Indian Language for short Text

Cite this Research Publication : S. Bhaskaran, Paul, G., Dr. Deepa Gupta, and Amudha, J., “Langtool: Identification of Indian Language for short Text”, in 9th International Conference on Advanced Computing (ICoAC 2017), MIT, Chennai , 2017.

Publisher : 9th International Conference on Advanced Computing

Year : 2017

Eye Tracking Enabled User Interface for Amyotrophic Lateral Sclerosis Patients

Cite this Research Publication : Amudha J. and Jyotsna C, “Eye Tracking Enabled User Interface for Amyotrophic Lateral Sclerosis Patients”, in Grace Hopper Celebration India 2017 ,(GHCI-2017), 2017.

Publisher : Grace Hopper Celebration India 2017 ,(GHCI-2017)

Year : 2017

Top-down knowledge generation from regions in the fundus retinal images

Cite this Research Publication : Amudha J. and Kulkarni, N., “Top-down knowledge generation from regions in the fundus retinal images”, in Grace Hopper Celebration India (GHCI) 2017, 2017.

Publisher : Grace Hopper Celebration India

Year : 2014

A generic bio inspired framework for detecting Humans Based on saliency detection

Cite this Research Publication : R. Aarthi, Amudha J., and P, U., “A generic bio inspired framework for detecting Humans Based on saliency detection”, in International Conference on Artificial Intelligence and Evolutionary Algorithms in Engineering Systems-2014 (ICAEES-2014), Kumaracoil, Kanyakumari, Tamilnadu, 2014.

Publisher : International Conference on Artificial Intelligence and Evolutionary Algorithms in Engineering Systems-2014 (ICAEES-2014)

Year : 2014

Gradual Transition Detection Based on Fuzzy Logic Using Visual Attention Model

Cite this Research Publication : A. Joseph and Amudha, J., “Gradual Transition Detection Based on Fuzzy Logic Using Visual Attention Model”, in Recent Advances in Intelligent Informatics, Mysores, 2014.

Publisher : Recent Advances in Intelligent Informatics, Springer International Publishing

Year : 2012

Optimal Key Frame Identification Using Visual Attention Model

Cite this Research Publication : Amudha J. and Parul Mathur, “Optimal Key Frame Identification Using Visual Attention Model”, in International Conference on ‘Recent Trends in Computer Science and Engineering (ICRTCSE -2012)’, Department of Computer Science and Engineering, Apollo Engineering College at Chennai , 2012.

Publisher : Apollo Engineering College at Chennai

Year : 2008

Video Annotation using Saliency.

Cite this Research Publication : Amudha J., Dr. Soman K. P., and Vasanth, K., “Video Annotation using Saliency.”, in IPCV, 2008.

Publisher : IPCV

Year : 2003

Classification and feature vector techniques to improve fractal image coding

Cite this Research Publication : Db Loganathan, Amudha, J., and Mehata, K. Mb, “Classification and feature vector techniques to improve fractal image coding”, in IEEE Region 10 Annual International Conference, Proceedings/TENCON, Bangalore, 2003, vol. 4, pp. 1503-1507.

Publisher : IEEE Region 10 Annual International Conference, Proceedings/TENCON

Conference Proceedings

Year : 2021

Indian Language Identification for Short Text

Cite this Research Publication : S. Bhaskaran, Geetika Paul, Dr. Deepa Gupta, and Amudha J., “Indian Language Identification for Short Text”, Advances in Intelligent Systems and Computing. Springer, pp. 47-58, 2021.

Publisher : Advances in Intelligent Systems and Computing. Springer,

Year : 2021

Automatic Multi-disease Diagnosis and Prescription System Using Bayesian Network Approach for Clinical Decision Making

Cite this Research Publication : P. Laxmi, Gupta, D., Radhakrishnan, G., Amudha J., and Sharma, K., “Automatic Multi-disease Diagnosis and Prescription System Using Bayesian Network Approach for Clinical Decision Making”, Advances in Artificial Intelligence and Data Engineering, vol. 1133. Springer, pp. 393–409, 2021.

Publisher : Advances in Artificial Intelligence and Data Engineering, vol. 1133. Springer, pp. 393–409, 2021.

Year : 2020

Early Stage Lung Cancer Prediction Using Various Machine Learning Techniques

Cite this Research Publication : S. Tandra, Gupta, D., Amudha J., and Sharma, K., “A Fuzzy-Neuro-Based Clinical Decision Support System For Disease Diagnosis Using Symptom Severity”, Advances in Intelligent Systems and Computing, vol. 1118. Springer, pp. 81-98, 2020.

Publisher : Advances in Intelligent Systems and Computing

Year : 2020

Vιsual question answering models Evaluation

Cite this Research Publication : S. S and Amudha J., “Vιsual question answering models Evaluation”, International Conference for Emerging Technology, INCET 2020. 2020.

Publisher : International Conference for Emerging Technology, INCET

Year : 2020

Deep learning approach for suspicious activity detection from surveillance video

Cite this Research Publication : C. V. Amrutha, Jyotsna C, and Amudha J., “Deep learning approach for suspicious activity detection from surveillance video”, 2020 2nd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA). IEEE, Bangalore, India, 2020.

Publisher : 2020 2nd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA), IEEE

Year : 2020

A Fuzzy-Neuro-Based Clinical Decision Support System For Disease Diagnosis Using Symptom Severity

Cite this Research Publication : S. Tandra, Gupta, D., Amudha J., and Sharma, K., “A Fuzzy-Neuro-Based Clinical Decision Support System For Disease Diagnosis Using Symptom Severity”, Advances in Intelligent Systems and Computing, vol. 1118. Springer, pp. 81-98, 2020.

Publisher : Advances in Intelligent Systems and Computing, Springer,

Year : 2020

Skin Cancer Classification using ResNet

Cite this Research Publication : N. Gouda and Amudha J., “Skin Cancer Classification using ResNet”, 2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA). IEEE, Greater Noida, India, 2020.

Publisher : 2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA), IEEE,

Year : 2020

Tracking Eye Movements To Predict The Valence of A Scene

Cite this Research Publication : S. Tamuly, Jyotsna C, and Amudha J., “Tracking Eye Movements To Predict The Valence of A Scene”, 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT). IEEE, Kanpur, India, 2020.

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

Year : 2020

Eye Movement Event Detection with Deep Neural Networks

Cite this Research Publication : K. Anusree and Amudha J., “Eye Movement Event Detection with Deep Neural Networks”, Advances in Intelligent Systems and Computing, vol. 1108. Springer, pp. 921-930, 2020.

Publisher : Advances in Intelligent Systems and Computing, Springer

Year : 2020

Machine Learning and Metaheuristics Algorithms, and Applications

Cite this Research Publication : K. A and Amudha J., “Machine Learning and Metaheuristics Algorithms, and Applications”, Metaheuristics Algorithms, and Applications. SoMMA 2019. Communications in Computer and Information Science, vol. 1203. 2020.

Publisher : Metaheuristics Algorithms, and Applications. SoMMA 2019. Communications in Computer and Information Science

Year : 2020

A Custom Implementation of the Velocity Threshold Algorithm for Fixation Identification

Cite this Research Publication : G. Karthik, Amudha J., and Jyotsna C, “A Custom Implementation of the Velocity Threshold Algorithm for Fixation Identification”, 2019 International Conference on Smart Systems and Inventive Technology (ICSSIT). IEEE, Tirunelveli, India, pp. 488-492, 2020.

Publisher : 2019 International Conference on Smart Systems and Inventive Technology (ICSSIT), IEEE,

Year : 2020

Study on Computational Visual Attention System and Its Contribution to Robotic Cognition System

Cite this Research Publication : R. Aarthi and Amudha J., “Study on Computational Visual Attention System and Its Contribution to Robotic Cognition System”, 2020 4th International Conference on Trends in Electronics and Informatics (ICOEI). pp. 278-283, 2020.

Publisher : 2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)

Year : 2020

Low Cost Eye Gaze Tracker Using Web Camera

Cite this Research Publication : Jyotsna C, SaiMounica, M., Manvita, M., and Amudha J., “Low Cost Eye Gaze Tracker Using Web Camera”, 3rd International Conference on Computing Methodologies and Communication [ICCMC 2019]. IEEE, Surya Engineering College, Erode , pp. 79-85., 2020.

Publisher : 3rd International Conference on Computing Methodologies and Communication [ICCMC 2019], IEEE

Year : 2019

Deep Learning Model for Image Classification

Cite this Research Publication : S. Tamuly, Jyotsna C, and Amudha J., “Deep Learning Model for Image Classification”, Advances in Intelligent Systems and Computing, vol. 1108. Springer International Publishing, Cham, 2019.

Publisher : Advances in Intelligent Systems and Computing, Springer International Publishing,

Year : 2019

Leveraging deep learning for anomaly detection in video surveillance

Cite this Research Publication : K. Kavikuil and Amudha J., “Leveraging deep learning for anomaly detection in video surveillance”, Advances in Intelligent Systems and Computing, vol. 815. Springer Verlag, pp. 239-247, 2019.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

Semi-automatic annotation of images using eye gaze data (SAIGA)

Cite this Research Publication : B. Gottimukkala, Praveen, M. P., P. Amruta, L., and Amudha J., “Semi-automatic annotation of images using eye gaze data (SAIGA)”, Advances in Intelligent Systems and Computing, vol. 815. Springer Verlag, pp. 175-185, 2019.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

A Dynamic Object Detection In Real-World Scenarios

Cite this Research Publication : K. Hena, Amudha J., and Aarthi, R., “A Dynamic Object Detection In Real-World Scenarios”, Proceedings of International Conference on Computational Intelligence and Data Engineering (Lecture Notes on Data Engineering and Communications Technologies), vol. 28. Springer Singapore, Singapore, pp. 231-240., 2019.

Publisher : Proceedings of International Conference on Computational Intelligence and Data Engineering (Lecture Notes on Data Engineering and Communications Technologies), Springer Singapore

Year : 2019

Third Eye: Assistance for Reading Disability

Cite this Research Publication : Y. Navya, SriDevi, S., Akhila, P., Amudha J., and Jyotsna C, “Third Eye: Assistance for Reading Disability”, International Conference on Soft Computing & Signal Processing. Springer Singapore, Singapore, 2019.

Publisher : International Conference on Soft Computing & Signal Processing, Springer Singapore,

Year : 2019

Navigation through eye-tracking for human–computer interface

Cite this Research Publication : L. M. Pavani, Prakash, A. V. Bhanu, Koushik, M. S. Shwetha, Amudha J., and Jyotsna C, “Navigation through eye-tracking for human–computer interface”, (3rd International Conference on Information and Communication Technology for Intelligent Systems ) Smart Innovation, Systems and Technologies , vol. 107. Springer Science and Business Media Deutschland GmbH, pp. 575-586, 2019.

Publisher : Smart Innovation, Systems and Technologies

Year : 2019

An Online Platform for Diagnosis of Children with Reading Disability

Cite this Research Publication : Sowmyasri, .Ravalika, R., Jyotsna C, and J, A., “An Online Platform for Diagnosis of Children with Reading Disability”, in 3rd International Conference on Computational Vision and Bio Inspired Computing, (ICCVBIC 2019), RVS Technical Campus,Coimbatore, 2019.

Publisher : 3rd International Conference on Computational Vision and Bio Inspired Computing, (ICCVBIC 2019) (Advances in Intelligent Systems and Computing), Springer,

Year : 2019

Assistive Communication Application for Amyotrophic Lateral Sclerosis Patients

Cite this Research Publication : T. Shravani, RamyaSai,, M. Shree, V., J, A., and Jyotsna C, “Assistive Communication Application for Amyotrophic Lateral Sclerosis Patients”, in 3rd International Conference on Computational Vision and Bio Inspired Computing, (ICCVBIC 2019),, RVS Technical Campus,Coimbatore, 2019.

Publisher : Advances in Intelligent Systems and Computing book series (AISC), Springer International Publishing

Year : 2018

Performance Assessment Framework for Computational Models of Visual Attention

Cite this Research Publication : B. Murugaraj and Amudha J., “Performance Assessment Framework for Computational Models of Visual Attention”, Intelligent Systems Technologies and Applications (Advances in Intelligent Systems and Computing), vol. 683. Springer International Publishing, Cham, pp. 345-355, 2018.

Publisher : Intelligent Systems Technologies and Applications (Advances in Intelligent Systems and Computing), Springer International Publishing

Year : 2018

Eye Gaze as an Indicator for Stress Level Analysis in Students

Cite this Research Publication : Jyotsna C and Amudha J., “Eye Gaze as an Indicator for Stress Level Analysis in Students”, International Conference on Advances in Computing, Communications and Informatics (ICACCI). PES, Bengaluru, 2018.

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

Year : 2018

Multilingual Text Detection and Identification from Indian Signage Boards

Cite this Research Publication : Rahul Ramanathan, Bhaskaran, S., Amudha J., and Dr. Deepa Gupta, “Multilingual Text Detection and Identification from Indian Signage Boards”, International Conference on Advances in Computing, Communications and Informatics (ICACCI). PES, Bengaluru, 2018.

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

Year : 2018

Recognizing eye tracking traits for source code review

Cite this Research Publication : K. R. Chandrika, Amudha J., and Sudarsan, S. D., “Recognizing eye tracking traits for source code review”, IEEE International Conference on Emerging Technologies and Factory Automation, ETFA, vol. Part F134116. Institute of Electrical and Electronics Engineers Inc., pp. 1-8, 2018.

Publisher : IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

Year : 2018

A prototype to detect anomalies using machine learning algorithms and deep neural network

Cite this Research Publication : A. Malathi, Amudha J., and Narayana, P., “A prototype to detect anomalies using machine learning algorithms and deep neural network”, Lecture Notes in Computational Vision and Biomechanics, vol. 28. Springer Netherlands, pp. 1084-1094, 2018.

Publisher : Lecture Notes in Computational Vision and Biomechanics

Year : 2018

Detection of Stress using Wearable Sensors in IoT Platform

Cite this Research Publication : S. Uday, Jyotsna C, and Amudha J., “Detection of Stress using Wearable Sensors in IoT Platform”, 2nd International Conference on Inventive Communication and Computational Technologies(ICICCT 2018). Hotel Arcadia, Coimbatore, 2018.

Publisher : 2nd International Conference on Inventive Communication and Computational Technologies(ICICCT 2018)

Year : 2017

Recognition of Multilingual Text from Signage Boards

Cite this Research Publication : P. Salunkhe, Bhaskaran, S., Amudha J., and Dr. Deepa Gupta, “Recognition of Multilingual Text from Signage Boards”, 6th International Conference on Advances in Computing, Communications & Informatics (ICACCI’17), . Manipal University, Karnataka , 2017.

Publisher : 6th International Conference on Advances in Computing, Communications Informatics

Year : 2017

System Design for Tackling Blind Curves

Cite this Research Publication : S. Lakshmi Sadasivam and Amudha, J., “System Design for Tackling Blind Curves”, in Proceedings of International Conference on Computer Vision and Image Processing: CVIP 2016, Volume 1, B. Raman, Kumar, S., Roy, P. Pratim, and Sen, D., Eds. Singapore: Springer Singapore, 2017, pp. 69–77.

Publisher : Proceedings of International Conference on Computer Vision and Image Processing: CVIP 2016, Volume 1

Year : 2017

Optimization of Rules in Neuro-Fuzzy Inference Systems

Cite this Research Publication : Amudha J. and Radha D., “Optimization of Rules in Neuro-Fuzzy Inference Systems”, International Conference on Computational Vision and Bio-inspired Computing (ICCVBIC 2017). Inventive Research Organization and RVS Technical Campus, Coimbatore, 2017.

Publisher : International Conference on Computational Vision and Bio-inspired Computing

Year : 2017

Health alert system to detect oral cancer

Cite this Research Publication : D. P. Pragna, Dandu, S., Meenakzshi, M., Jyotsna C, and Amudha J., “Health alert system to detect oral cancer”, Proceedings of the International Conference on Inventive Communication and Computational Technologies, ICICCT 2017. Institute of Electrical and Electronics Engineers Inc., pp. 258-262, 2017.

Publisher : Proceedings of the International Conference on Inventive Communication and Computational Technologies, ICICCT 2017

Year : 2017

Effectual Training For Object Detection Using Eye Tracking Data Set

Cite this Research Publication : , Radha D., and Amudha J., “Effectual Training For Object Detection Using Eye Tracking Data Set”, 2nd International conference on Inventive Computation Technologies(ICICT-2017). Coimbatore, 2017.

Publisher : 2nd International conference on Inventive Computation Technologies(ICICT-2017)

Year : 2016

Blink Analysis using Eye gaze tracker

Cite this Research Publication : J. Amudha, S. Reddy, R., and Y. Reddy, S., “Blink Analysis using Eye gaze tracker”, in Intelligent Systems Technologies and Applications 2016, J. Manuel Cor Rodriguez, Mitra, S., Thampi, S. M., and El-Alfy, E. - S., Eds. Cham: Springer International Publishing, 2016, pp. 237–244.

Publisher : Intelligent Systems Technologies and Applications 2016, Springer International Publishing, Cham, p.237–244 .

Year : 2016

Suitability of Genetic Algorithm and Particle Swarm Optimization for Eye Tracking System

Cite this Research Publication : J. Amudha and Chandrika, K. R., “Suitability of Genetic Algorithm and Particle Swarm Optimization for Eye Tracking System”, in 2016 IEEE 6th International Conference on Advanced Computing (IACC), 2016, pp. 256-261.

Publisher : 2016 IEEE 6th International Conference on Advanced Computing (IACC), IEEE, p.256-261

Year : 2016

Developing an application using eye tracker

Cite this Research Publication : D. Venugopal, Amudha, J., and Jyotsna, C., “Developing an application using eye tracker”, in 2016 IEEE International Conference on Recent Trends in Electronics, Information Communication Technology (RTEICT), 2016.

Publisher : 2016 IEEE International Conference on Recent Trends in Electronics, Information Communication Technology (RTEICT)

Year : 2015

A Generic Bio-inspired Framework for Detecting Humans Based on Saliency Detection

Cite this Research Publication : R. Aarthi, Amudha, J., and Priya, U., “A Generic Bio-inspired Framework for Detecting Humans Based on Saliency Detection”, in Artificial Intelligence and Evolutionary Algorithms in Engineering Systems: Proceedings of ICAEES 2014, Volume 2, P. L Suresh, Dash, S. Sekhar, and Panigrahi, B. Ketan, Eds. New Delhi: Springer India, 2015, pp. 655–663.

Publisher : Artificial Intelligence and Evolutionary Algorithms in Engineering Systems: Proceedings of ICAEES 2014, Volume 2

Year : 2015

A survey on spiking neural networks in image processing

Cite this Research Publication : J. Tressa Jose, Amudha, J., and Sanjay, G., “A Survey on Spiking Neural Networks in Image Processing”, in Advances in Intelligent Informatics, E. - S. M. El-Alfy, Thampi, S. M., Takagi, H., Piramuthu, S., and Hanne, T., Eds. Cham: Springer International Publishing, 2015, pp. 107–115.

Publisher : Advances in Intelligent Informatics, Springer International Publishing

Year : 2015

Saliency based modified chamfers matching method for sketch based image retrieval

Cite this Research Publication : R. Aarthi and Amudha J., “Saliency based Modified Chamfers Matching Method for Sketch based Image Retrieval”, Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015 International Conference on. IEEE, Karpagam College of Engineering, Coimbatore, India, 2015.

Publisher : Innovations in Information, Embedded and Communication Systems (ICIIECS)

Year : 2015

Multi-Camera Activation Scheme for Target Tracking with Dynamic Active Camera Group and Virtual Grid-Based Target Recovery

Cite this Research Publication : J. Amudha and Arpita, P., “Multi-Camera Activation Scheme for Target Tracking with Dynamic Active Camera Group and Virtual Grid-Based Target Recovery”, Procedia Computer Science, vol. 58, pp. 241–248, 2015.

Publisher : Procedia Computer Science

Year : 2015

Comparative Study of Visual Attention Models with Human Eye Gaze in Remote Sensing Images

Cite this Research Publication : Amudha J., Radha D., and Deepa, A. S., “Comparative Study of Visual Attention Models with Human Eye Gaze in Remote Sensing Images”, Proceedings of the Third International Symposium on Women in Computing and Informatics. ACM, New York, NY, USA, 2015.

Publisher : Proceedings of the Third International Symposium on Women in Computing and Informatics

Year : 2014

A comparative analysis of a neural-based remote eye gaze tracker

Cite this Research Publication : H. Nandakumar and Amudha, J., “A comparative analysis of a neural-based remote eye gaze tracker”, in 2014 International Conference on Embedded Systems (ICES), 2014.

Publisher : 2014 International Conference on Embedded Systems (ICES)

Year : 2012

Optimised Computational Visual Attention Model for Robotic Cognition

Cite this Research Publication : J. Amudha, Chadalawada, R. Kiran, Subashini, V., and B. Kumar, B., “Optimised Computational Visual Attention Model for Robotic Cognition”, in Intelligent Informatics: Proceedings of the International Symposium on Intelligent Informatics ISI'12 Held at August 4-5 2012, , Chennai, India, 2012, vol. 182, pp. 249–260.

Publisher : Intelligent Informatics: Proceedings of the International Symposium on Intelligent Informatics ISI'12 Held at August 4-5 2012,

Year : 2012

Video Shot Detection using Saliency Measure

Cite this Research Publication : J. Amudha, Radha, D., and NareshKumar, P., “Video Shot Detection using Saliency Measure”, International Journal of Computer Applications, vol. 45, pp. 17–24, 2012.

Publisher : International Journal of Computer Applications

Year : 2010

Vehicle detection in static images using color and corner map

Cite this Research Publication : R. Aarthi, Dr. Padmavathi S., and Amudha, J., “Vehicle detection in static images using color and corner map”, in ITC 2010 - 2010 International Conference on Recent Trends in Information, Telecommunication, and Computing, Kochi, Kerala, 2010, pp. 244-246.

Publisher : ITC 2010 - 2010 International Conference on Recent Trends in Information, Telecommunication, and Computing

Year : 2009

Mid-Point Hough Transform: A Fast Line Detection Method

Publisher : 2009 Annual IEEE India Conference

Book Chapter

Year : 2020

Identification and Classification of Expertise Using Eye Gaze–-Industrial Use Case Study with Software Engineers

Cite this Research Publication : K. R. Chandrika, Amudha J., and Sudarsan, S. D., “Identification and Classification of Expertise Using Eye Gaze–-Industrial Use Case Study with Software Engineers”, in Lecture Notes in Networks and Systems, vol. 120, J. Chand Bansal, Gupta, M. Kumar, Sharma, H., and Agarwal, B., Eds. Singapore: Springer Singapore, 2020, pp. 391-405.

Publisher : Lecture Notes in Networks and Systems, Springer Singapore

Year : 2018

Optimization of rules in neuro-fuzzy

Cite this Research Publication : Amudha J. and Radha, D., “Optimization of rules in neuro-fuzzy”, in Lecture Notes in Computational Vision and Biomechanics, vol. 23, 2018, pp. 803-818.

Publisher : Lecture Notes in Computational Vision and Biomechanics, vol. 23, 2018, pp. 803-818.

Year : 2014

An Android-Based Mobile Eye Gaze Point Estimation System for Studying the Visual Perception in Children with Autism

Cite this Research Publication : J. Amudha, Nandakumar, H., Madhura, S., M. Reddy, P., and Kavitha, N., “An Android-Based Mobile Eye Gaze Point Estimation System for Studying the Visual Perception in Children with Autism”, in Computational Intelligence in Data Mining - Volume 2, New Delhi, 2014.

Publisher : Computational Intelligence in Data Mining - Volume 2

Achievements
  • Leading a Thrust Area Group on Artificial Intelligence for health and well-being. An interdisciplinary research work striving to solve sustainable development goals of good health, quality education, industry, innovation and sustainable cities.
  • Established Research Lab Eye Tracking and Computer Vision lab equipped with SMI REDn Professional eye tracker and Eye Tribe eye trackers. The Lab is associated with SMI Eye Tracking Data Analytics software and open-source platforms.
  • Signed Memorandum of Understanding and working on collaborative research works
  • in healthcare domain
    • HCG Cancer Centre, Bengaluru
    • Narayana Nethralaya, Bengaluru
    • NIMHANS, Bengaluru
  • Few Association with industries
    • Honeywell Technology Solutions Lab Pvt Ltd, Bengaluru, India in the areas of AI for Vision and Speech and has signed an NDA in the areas of AI for Vision, Speech, Blockchain etc.,
    • Paralaxiom Technologies Private Limited, Bengaluru, India taken up consultancy work on Vision and NLP
    • ABB Global Industries and Services Private Limited, India taken up joint research work on Usability Lab
    • Intellectyx Data Science Private Limited, India has signed an MoU for Research Collaborations
  • International Research Collaborations
    • Joint Research work with University of Trento, Italy – Funded under Erasmus ICM Programme
    • Joint Research work with University of Missouri, Columbia, US – AI for Agriculture
  • Have been Chairperson of Computer Science and Engineering Department which has undergraduate,
  • postgraduate and doctorate program with 700+ students, 30+ faculty.
  • Organized the symposium AI for social good to realize the UN’s Sustainable Development Goals on the thematic area of healthcare and wellbeing to highlight path-breaking research work and challenges.
  • AMCIS2022 Conference- Minitrack Chair Multi-modal Data Analytics for Intelligent Systems under SIGODIS – Artificial Intelligence and Semantic Technologies for Intelligent Information Systems
  • Resource person and delivered a talk on “Problem Formulation” (1st March 2022) in Five Day FDP Workshop on Research Methodology – Hosted by Rajiv Gandhi National Institute of Youth Development in Collaboration with Amrita Vishwa Vidyapeetham – February 28, 2022 – March 4, 2022
  • Steering Committee Chair UBICNET 2019 2nd EAI International Conference on Ubiquitous Communications and Network Computing, February 8-10, 2019
  • Steering Committee Chair ICIC 2018, International Conference, October 25-27, 2019
Student Guidance

Name and Area of PhD Scholars Guided (Graduated)

  • Dr. Nilima Kulkarni – Eye Gaze based Optic Disc Detection
  • Dr. R. Aarthi – Topdown computational Visual attention model for target search application

Name and Area of PhD Scholars Being Guided (Undergoing)

  • Mrs. P.Gowri – AI for Agriculture – Deep Learning based Maize Yield Prediction
  • Mrs. K.R.Chandrika – Eye Gaze Based Recommendation System
  • Mr. Veerender Reddy Bhimavarapu – Multimodal Speech Recognition under Noisy Conditions
  • Mrs. Jyotsna C. – Multimodal Physiological Data Analysis for Mental State Prediction
  • Mrs. Varsha S. Lalapura – Edge Analytics
  • Mr. Akshay S – Machine Learning Framework to identify Parkinson’s Disease
  • Mrs.Sajitha Krishnan – Eyemovement Analysis of Glaucoma Patients using Eye tracker Device
  • Mrs.Aiswariya Milan K -Federated learning framework for medical data 9. Mr. Abhinandan B. – Neural Architecture Search
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