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Dr. Akshay S.

Vice Chairperson (UG Programmes), School of Computing, Mysuru | Assistant Professor, Department of Computer Science, School of Computing, Mysuru

Qualification: PhD, MS, B Sc, KSET, UGC NET
s_akshay@my.amrita.edu
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Research Interest: AI in Health Care, Eye Gaze Tracking, Computer Vision, Machine Learning, Medical Image Processing

Bio Publications Research Awards & Recognitions Roles
Bio

Dr Akshay S currently serves as Vice-Chairperson and Assistant Professor at Amrita Vishwa Vidyapeetham, Mysuru Campus, with over 13 years of teaching experience and more than a decade of active research contributions.

He leads the AI in Healthcare and Forensics Research Group (TAG Head) and has published 80+ research papers spanning artificial intelligence, multimodal sensing, biomedical signal analysis, eye-tracking, and computational neuroscience.

Publications

Journal Article

Year : 2026

Real-Time Based Student Attentiveness Geometry Group Detection System for Virtual Learning Environments

Cite this Research Publication : Manikandaprabhu Perumalsamy, Priya Govindarajan, Akshay S, Siti Sarah Maidin, Shambavi HM, Anjana J, Gagana T, Ganga S Raj, Real-Time Based Student Attentiveness Geometry Group Detection System for Virtual Learning Environments, Procedia Computer Science, Elsevier BV, 2026, https://doi.org/10.1016/j.procs.2026.06.093

Publisher : Elsevier BV

Year : 2026

Actor-critic guided CDBN with GAN augmentation for robust facial emotion recognition

Cite this Research Publication : Akshay S, Jnana Sai S R, Sinchana B R, Kannan M, Adwitiya Mukhopadhyay, Actor-critic guided CDBN with GAN augmentation for robust facial emotion recognition, MethodsX, Elsevier BV, 2026, https://doi.org/10.1016/j.mex.2025.103774

Publisher : Elsevier BV

Year : 2025

Eyeclass: Feature engineering for eye movements in assessing student’s cognitive ability

Cite this Research Publication : Akshay S, Amaya, Arya Madhu, Pushpalatha S S, Parvathy R, Aswin G Nath, Amudha J, Eyeclass: Feature engineering for eye movements in assessing student’s cognitive ability, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.09.103

Publisher : Elsevier BV

Year : 2025

Hybrid deep learning and machine learning framework for automated pneumonia detection in chest X-ray images

Cite this Research Publication : Akshay S, Sneha Kashyap, Danikk Patel H N, Pavan Kumar Y R, Hybrid deep learning and machine learning framework for automated pneumonia detection in chest X-ray images, MethodsX, Elsevier BV, 2025, https://doi.org/10.1016/j.mex.2025.103729

Publisher : Elsevier BV

Year : 2025

Predicting Severity of Flood Damage: A Smart Approach to Disaster Management

Cite this Research Publication : Akshay S, Meghana Jithuri, Sinchana O S, Mruduhula R Vishwakarma, Aradhya M R, Predicting Severity of Flood Damage: A Smart Approach to Disaster Management, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.09.084

Publisher : Elsevier BV

Year : 2025

Revolutionizing Entrepreneurial Work Ethics in Mysuru District: A Breakthrough Study on Karmic Beliefs using Artificial Intelligence

Cite this Research Publication : Rethy B Menon, Akshay S, Roopa Shree B K, Masud Ahmed S, Shukoh Neelakandan, Revolutionizing Entrepreneurial Work Ethics in Mysuru District: A Breakthrough Study on Karmic Beliefs using Artificial Intelligence, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.621

Publisher : Elsevier BV

Year : 2025

AGXLG: Enhancing Hypothyroidism Prediction with Recursive Feature Elimination and Boosting Techniques

Cite this Research Publication : Nandu S Santhosh, Kannan M, Keerthika K, Akshay S, AGXLG: Enhancing Hypothyroidism Prediction with Recursive Feature Elimination and Boosting Techniques, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.602

Publisher : Elsevier BV

Year : 2025

Explainable Diabetic Retinopathy Detection Using EnlightenGAN Images with Deep Learning Technique

Cite this Research Publication : Kannan M, Nikitha S, Thouqeer Baig, Akshay S, Adwitiya Mukhopadhyay, Explainable Diabetic Retinopathy Detection Using EnlightenGAN Images with Deep Learning Technique, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.390

Publisher : Elsevier BV

Year : 2025

Space Debris Surveillance: Insights on Trajectory Using Two-Line Element Sets

Cite this Research Publication : Adwitiya Mukhopadhyay, Akshay S, Balasubramanyam K S, Soumik Das, Chiranth M Selar, Vikas M K, Chirag M Selar, Arun Kumar Verma, Space Debris Surveillance: Insights on Trajectory Using Two-Line Element Sets, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.197

Publisher : Elsevier BV

Year : 2025

EyeHelp: Predicting an AOI based on Eye Gaze for Patient Assistance

Cite this Research Publication : Akshay S, Dhanush S, Aswin G Nath, Amudha J, EyeHelp: Predicting an AOI based on Eye Gaze for Patient Assistance, 3rd International Conference on Machine Learning and Data Engineering, ICMLDE 2024, Procedia Computer Science,Volume 258, Pages 1486 - 1495, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.381

Publisher : Elsevier BV

Year : 2019

An R based interface to understand cognitive ability of different participants using fixation and saccade detection

Cite this Research Publication : Akshay S, Ashika P, Aswathy Ramesh, An R based interface to understand cognitive ability of different participants using fixation and saccade detection, International Journal of Research in Pharmaceutical Sciences, GP Innovations Pvt. Ltd., 2019, https://doi.org/10.26452/ijrps.v10i3.1438

Publisher : GP Innovations Pvt. Ltd.

Year : 2019

Visual search capability using heatmaps

Cite this Research Publication : Akshay, Visual search capability using heatmaps, International Journal of Engineering and Advanced Technology (IJEAT), [publisher], 2019, [url]

Year : 2019

Image Plagiarism Detection using Compressed Images

Cite this Research Publication : S, Image Plagiarism Detection using Compressed Images, [source], [publisher], 2019, [url]

Year : 2019

Facial Expression Recognition using Compressed Images

Cite this Research Publication : , Akshay S, Mandara S, , Aishwarya Govinda Rao, , Facial Expression Recognition using Compressed Images, International Journal of Recent Technology and Engineering (IJRTE), Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP, 2019, https://doi.org/10.35940/ijrte.b1041.078219

Publisher : Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP

Year : 2018

Energy and Performance Analysis of Raspberry Pi with Modern Computing Devices

Cite this Research Publication : S. Akshay, B. Vishnukumar, Vimal Mohan, M. S. Anand, Energy and Performance Analysis of Raspberry Pi with Modern Computing Devices, International Journal of Engineering & Technology, Science Publishing Corporation, 2018, https://doi.org/10.14419/ijet.v7i4.36.24242

Publisher : Science Publishing Corporation

Year : 2018

Effective Utilization of Shared Nearest Node for Message Diffusion in Social Network Using Dbscan

Cite this Research Publication : P. Apoorva, S. Akshay, R. Priyanka, N. Nayana, Effective Utilization of Shared Nearest Node for Message Diffusion in Social Network Using Dbscan, International Journal of Engineering and Technology, Science Publishing Corporation, 2018, https://doi.org/10.14419/ijet.v7i4.36.24535

Publisher : Science Publishing Corporation

Year : 2018

Traffic Sign Board Detection using Canny Edge Detection for Compressed Images

Cite this Research Publication : Akshay S., A., R., and M., Y. Brahma B., “Traffic Sign Board Detection Using Canny Edge Detection for Compressed Images”, Journal of Advanced Research in Dynamical and Control Systems, vol. 10, no. 12, pp. 474 - 477, 2018.

Publisher : Journal of Advanced Research in Dynamical and Control Systems, Institute of Advanced Scientific Research, Inc.,

Year : 2018

Eye Segmentation using Viola-jones Algorithm on FMM Compressed Images for Aiding Eye Gaze Analysis

Cite this Research Publication : Akshay S. and Harshitha A.P., “Eye Segmentation Using Viola-Jones Algorithm on FMM Compressed Images for Aiding Eye Gaze Analysis”, Journal of Advanced Research in Dynamical and Control Systems, vol. 10, no. 5, pp. 1837 - 1842, 2018.

Publisher : (2018) Journal of Advanced Research in Dynamical and Control Systems

Year : 2018

Vector Quantization based Algorithm to Calculate Fixation from Raw Eye Tracking Data

Cite this Research Publication : Akshay S. and Adarsh M., “Vector quantization based algorithm to calculate fixation from raw eye tracking data”, Journal of Advanced Research in Dynamical and Control Systems, vol. 10, no. 5, pp. 1867-1871, 2018.

Publisher : (2018) Journal of Advanced Research in Dynamical and Control Systems

Year : 2018

Saccade Calculation Algorithm based on Vector Quantized Fixation

Cite this Research Publication : Akshay S. and Ashin V. P., “Saccade calculation algorithm based on vector quantized fixation”, Journal of Advanced Research in Dynamical and Control Systems, vol. 10, no. 5, pp. 1861-1866, 2018.

Publisher : Journal of Advanced Research in Dynamical and Control Systems,

Year : 2018

Analysis of Variations in Pupil Diameter through Eye Tracking during Various Visual Search

Cite this Research Publication : Akshay, S., Anitha, H., Analysis of variations in pupil diameter through eye tracking during various visual search (2018) Journal of Advanced Research in Dynamical and Control Systems, 10 (5 Special Issue), pp.1843-1847, 2018

Publisher : (2018) Journal of Advanced Research in Dynamical and Control Systems

Year : 2018

Comparative Analysis of Heat Maps Over Voronoi Diagram in Eye Gaze Data Visualization

Cite this Research Publication : Akshay S., Akash M. R., and Krishnan G. S. A, “Comparative analysis of heat maps over voronoi diagram in eye gaze data visualization”, in 2017 International Conference on Intelligent Computing and Control (I2C2), 2018.

Publisher : 2017 International Conference on Intelligent Computing and Control

Year : 2016

Control of the Home Appliances using Mobile Telephony

Cite this Research Publication : Akshay, S., Arun, K., Sunu, P.B.,Control of the home appliances using mobile telephony(2016) International Journal of Applied Engineering Research, 11 (9), pp. 6472-6478

Publisher : International Journal of Applied Engineering Research

Year : 2016

Improved Multiple Object Detection and Tracking using KF-OF Method

Cite this Research Publication : Akshay, S., Thomas, S., Ram Prashanth, A., Improved multiple object detection and tracking using KF-OF method, (2016) International Journal of Engineering and Technology, 8 (2), pp. 1162-1168, 2016

Publisher : (2016) International Journal of Engineering and Technology

Year : 2015

Control of the locomotion of temperature sensor

Cite this Research Publication : Devaiah, Control of the locomotion of temperature sensor, International Journal of Applied Engineering Research, [publisher], 2015, [url]

Publisher : International Journal of Applied Engineering Research

Year : 2015

Resource Planning Using Agile Methodology – Corporate Case Study

Cite this Research Publication : Raju, Resource Planning Using Agile Methodology - Corporate Case Study, International Journal of Innovative Trends in Engineering (IJITE), [publisher], 2015, [url]

Publisher : INTERNATIONAL JOURNAL OF INNOVATIVE TRENDS IN ENGINEERING (IJITE)

Year : 2014

Security Measures on Mobile Technology Using Software as a Service (SaaS)

Cite this Research Publication : .P, Security Measures on Mobile Technology Using Software as a Service (SaaS), International Journal of Science and Research (IJSR), [publisher], 2014, [url]

Publisher : International Journal of Science and Research (IJSR)

Conference Paper

Year : 2025

AI-Driven Resource Allocation in 6G Mobile Networks: A Deep Learning Approach

Cite this Research Publication : R Pooja, S Akshay, AI-Driven Resource Allocation in 6G Mobile Networks: A Deep Learning Approach, 2025 IEEE International Conference on Contemporary Computing and Communications (InC4), IEEE, 2025, https://doi.org/10.1109/inc465408.2025.11256439

Publisher : IEEE

Year : 2025

Developing the Harmfulness Score (H Score): A Novel Framework for Evaluating Packaged Food Content

Cite this Research Publication : S Akshay, Amruthaluri Yuvadeep, M K Shreevatsa, B M Laveen, S Hemanth Bharadwaj, Developing the Harmfulness Score (H Score): A Novel Framework for Evaluating Packaged Food Content, 2025 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), IEEE, 2025, https://doi.org/10.1109/conecct65861.2025.11306359

Publisher : IEEE

Year : 2025

Voice-Enabled Smart Automotive Assistant System

Cite this Research Publication : Akshay S, Sneha Kashyap, Tejas Suresh Desai, Kallesh Patel B U, Shreyas R, Voice-Enabled Smart Automotive Assistant System, 2025 Control Instrumentation System Conference (CISCON), IEEE, 2025, https://doi.org/10.1109/ciscon66933.2025.11337422

Publisher : IEEE

Year : 2025

Optimizing Identification of Local Medical Services Using Whale Optimization Algorithm

Cite this Research Publication : Akshay S, Abhinand K P, Athul Sajikumar, Sreenath K, Hariram J S, Optimizing Identification of Local Medical Services Using Whale Optimization Algorithm, 2025 Third International Conference on Networks, Multimedia and Information Technology (NMITCON), IEEE, 2025, https://doi.org/10.1109/nmitcon65824.2025.11188416

Publisher : IEEE

Year : 2025

Analyzing the Impact of Mental Health on Academic Performance: AI Approach Based on Student Feedback

Cite this Research Publication : Sumukh V, Nithesh Dalwai C, Sindhu R Kashyap, Akshay S, Analyzing the Impact of Mental Health on Academic Performance: AI Approach Based on Student Feedback, 2025 Third International Conference on Networks, Multimedia and Information Technology (NMITCON), IEEE, 2025, https://doi.org/10.1109/nmitcon65824.2025.11188402

Publisher : IEEE

Year : 2025

Measuring Image Quality: Crucial Indicators for Evaluating Camera-Captured Document Contents

Cite this Research Publication : Shrunga D., Akshay S., Koushik K. S., Measuring Image Quality: Crucial Indicators for Evaluating Camera-Captured Document Contents, 2025 12th International Conference on Computing for Sustainable Global Development (INDIACom), IEEE, 2025, https://doi.org/10.23919/indiacom66777.2025.11115464

Publisher : IEEE

Year : 2025

Handwriting as a Window to Mental Health: Classifying Psychological States from Handwriting Using Deep Learning Approach

Cite this Research Publication : Akshay S, Rakshitha B S, Aishwarya M, Sahana M S, Handwriting as a Window to Mental Health: Classifying Psychological States from Handwriting Using Deep Learning Approach, 2025 Control Instrumentation System Conference (CISCON), IEEE, 2025, https://doi.org/10.1109/ciscon66933.2025.11337396

Publisher : IEEE

Year : 2025

Detection of Forest Area Density using Satellite Images

Cite this Research Publication : Akshay S, Varshitha A, Dravyashree, Dhanusha M D, Meghana N K, Adwitiya Mukhopadhyay, Manoj Kumar, Detection of Forest Area Density using Satellite Images, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.04.319

Publisher : Elsevier BV

Year : 2024

Multi-Modal AI-Based Framework for PCOD Detection and Risk Assessment: Addressing a Growing Health Crisis in India

Cite this Research Publication : Akshay S, Adithya G Nath, Varsha A R, Aswin G Nath, Multi-Modal AI-Based Framework for PCOD Detection and Risk Assessment: Addressing a Growing Health Crisis in India, 2024 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), IEEE, 2024, https://doi.org/10.1109/conecct62155.2024.10677186

Publisher : IEEE

Year : 2024

Classification of Skin Lesions using Five Modulus Method for image compression

Cite this Research Publication : Akshay S, Akshara P Vinod, Anusree M A, Chandru K, Abhishek H P, Aswin G Nath, Classification of Skin Lesions using Five Modulus Method for image compression, 2024 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), IEEE, 2024, https://doi.org/10.1109/conecct62155.2024.10677124

Publisher : IEEE

Year : 2024

An Approach to Estimate the Measurement for Water Bodies in Satellite Images

Cite this Research Publication : Akshay S, Anudeep Dasari, Manoj Kumar, An Approach to Estimate the Measurement for Water Bodies in Satellite Images, 2024 International Conference on Recent Innovation in Smart and Sustainable Technology (ICRISST), IEEE, 2024, https://doi.org/10.1109/icrisst59181.2024.10922072

Publisher : IEEE

Year : 2024

Exploring Eye Gaze Patterns in Three Dimensions: An Innovative Visualization Dashboard

Cite this Research Publication : Akshay S, Yashwanth M V, Manohar N, Tian Jipeng, Amudha J, Exploring Eye Gaze Patterns in Three Dimensions: An Innovative Visualization Dashboard, 2024 IEEE International Conference on Contemporary Computing and Communications (InC4), IEEE, 2024, https://doi.org/10.1109/inc460750.2024.10649178

Publisher : IEEE

Year : 2023

Categorizing Participants Based on Their Reaction Time Using Eye Tracking

Cite this Research Publication : Akshay S, Pranav Sai Pradeep, Categorizing Participants Based on Their Reaction Time Using Eye Tracking, 2023 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM), IEEE, 2023, https://doi.org/10.1109/ccem60455.2023.00023

Publisher : IEEE

Year : 2023

UEye: Insights on User Interface Design Using Eye Movement Visualizations

Cite this Research Publication : S. Akshay, Anupam Shukla, Vishnu K Raman, UEye: Insights on User Interface Design Using Eye Movement Visualizations, Communications in Computer and Information Science, Springer Nature Switzerland, 2023, https://doi.org/10.1007/978-3-031-37940-6_21

Publisher : Springer Nature Switzerland

Year : 2023

iAlert: An Alert System based on Eye Gaze for Human Assistance

Cite this Research Publication : S Akshay, S Dhanush, Sujayeendra Rao, iAlert: An Alert System based on Eye Gaze for Human Assistance, 2023 IEEE 3rd International Conference on Technology, Engineering, Management for Societal impact using Marketing, Entrepreneurship and Talent (TEMSMET), IEEE, 2023, https://doi.org/10.1109/temsmet56707.2023.10149942

Publisher : IEEE

Year : 2023

Open Set Domain Adaptation for Classification of Dynamical States in Nonlinear Fluid Dynamical Systems

Cite this Research Publication : Akshay, S., E. A. Gopalakrishnan, V. Sowmya, J. Venkatramani, Dheeraj Tripathi, Jay Shankar Prasad, and Sirshendu Mondal. "Open Set Domain Adaptation for Classification of Dynamical States in Nonlinear Fluid Dynamical Systems." IEEE Access (2023)

Year : 2022

E-commerce Website User Engagement Analysis: An Eye Tracking Viewpoint

Cite this Research Publication : Akshay S, Nishanth R, E-commerce Website User Engagement Analysis: An Eye Tracking Viewpoint, 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), IEEE, 2022, https://doi.org/10.1109/mysurucon55714.2022.9972502

Publisher : IEEE

Year : 2022

Categorization of Fruit images using Artificial Bee Colony Algorithm based on GLCM features

Cite this Research Publication : Akshay S, Deepika Shetty M A, Categorization of Fruit images using Artificial Bee Colony Algorithm based on GLCM features, 2022 International Conference on Electronic Systems and Intelligent Computing (ICESIC), IEEE, 2022, https://doi.org/10.1109/icesic53714.2022.9783611

Publisher : IEEE

Year : 2022

A CNN based model for Identification of the Level of Participation in Virtual Classrooms using Eye Movement Features

Cite this Research Publication : S Akshay, Poojitha Vasanth, A CNN based model for Identification of the Level of Participation in Virtual Classrooms using Eye Movement Features, 2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), IEEE, 2022, https://doi.org/10.1109/conecct55679.2022.9865694

Publisher : IEEE

Year : 2022

Eye Detection from Face Images covered in Face-masks using HAAR features

Cite this Research Publication : S Akshay, Manu Prakash, KT Hrithik Das, Eye Detection from Face Images covered in Face-masks using HAAR features, 2022 IEEE 7th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), IEEE, 2022, https://doi.org/10.1109/icraie56454.2022.10054252

Publisher : IEEE

Year : 2022

An Eye Movement Based Patient Assistance System

Cite this Research Publication : Akshay S, Venkatesh K, An Eye Movement Based Patient Assistance System, 2022 IEEE North Karnataka Subsection Flagship International Conference (NKCon), IEEE, 2022, https://doi.org/10.1109/nkcon56289.2022.10126594

Publisher : IEEE

Year : 2022

ABC: A Deep learning Iris Recogniser for Secure Borders and Automated Border Crossing

Cite this Research Publication : Akshay S, Hrithik Das Kt, Manu Prakash, ABC: A Deep learning Iris Recogniser for Secure Borders and Automated Border Crossing, 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), IEEE, 2022, https://doi.org/10.1109/mysurucon55714.2022.9972402

Publisher : IEEE

Year : 2021

Detection and classification of areca nut diseases

Cite this Research Publication : Akshay S, Ashwini Hegde, Detection and classification of areca nut diseases, 2021 Second International Conference on Electronics and Sustainable Communication Systems (ICESC), IEEE, 2021, https://doi.org/10.1109/icesc51422.2021.9532754

Publisher : IEEE

Year : 2021

Face Matching in Indian Citizens using CNN

Cite this Research Publication : Akshay S, Shreya R Joshi, Face Matching in Indian Citizens using CNN, 2021 Second International Conference on Electronics and Sustainable Communication Systems (ICESC), IEEE, 2021, https://doi.org/10.1109/icesc51422.2021.9532963

Publisher : IEEE

Year : 2021

Drowsy Driver Detection using Eye-Tracking through Machine Learning

Cite this Research Publication : Akshay S, Abhishek MB, Sudhanshu D, Anuvaishnav C, Drowsy Driver Detection using Eye-Tracking through Machine Learning, 2021 Second International Conference on Electronics and Sustainable Communication Systems (ICESC), IEEE, 2021, https://doi.org/10.1109/icesc51422.2021.9532928

Publisher : IEEE

Year : 2021

Classification of Beneficial and non-Beneficial Bacteria using Random Forest Algorithm

Cite this Research Publication : Akshay S, Jeevan Urs M, Classification of Beneficial and non-Beneficial Bacteria using Random Forest Algorithm, 2021 Third International Conference on Inventive Research in Computing Applications (ICIRCA), IEEE, 2021, https://doi.org/10.1109/icirca51532.2021.9544878

Publisher : IEEE

Year : 2021

Classification of Satellite Images

Cite this Research Publication : N. Manohar, Pranav, M. A., Aksha, S., and Mytravarun, T. K., “Classification of Satellite Images”, in 4th International Conference on Information and Communication Technology for Intelligent Systems, ICTIS 2020, Smart Innovation, Systems and Technologies, Singapore, 2021, vol. 195, pp. 703-713.

Publisher : 4th International Conference on Information and Communication Technology for Intelligent Systems

Year : 2021

A Comparative Study on Interactive Segmentation Algorithms for Segmentation of Animal Images

Cite this Research Publication : Manohar N., Akshay S., and Shobha Rani N., “A Comparative Study on Interactive Segmentation Algorithms for Segmentation of Animal Images”, in Information and Communication Technology for Intelligent Systems, Smart Innovation, Systems and Technologies, Singapore, 2021, vol. 196, pp. 409-417.

Publisher : Information and Communication Technology for Intelligent Systems

Year : 2020

Satellite Image Classification for Detecting Unused Landscape using CNN

Cite this Research Publication : S. Akshay, T. K. Mytravarun, N. Manohar, M. A. Pranav, Satellite Image Classification for Detecting Unused Landscape using CNN, 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC), IEEE, 2020, https://doi.org/10.1109/icesc48915.2020.9155859

Publisher : IEEE

Year : 2020

Machine Learning Algorithm to Identify Eye Movement Metrics using Raw Eye Tracking Data

Cite this Research Publication : S Akshay, Y J Megha, Chethan Babu Shetty, Machine Learning Algorithm to Identify Eye Movement Metrics using Raw Eye Tracking Data, 2020 Third International Conference on Smart Systems and Inventive Technology (ICSSIT), IEEE, 2020, https://doi.org/10.1109/icssit48917.2020.9214290

Publisher : IEEE

Year : 2020

Object Detection Using Thermal Imaging

Cite this Research Publication : R. Ippalapally, Mudumba, S. Harsha, Adkay, M., and Nandi Vardhan H. R., “Object Detection Using Thermal Imaging”, in 2020 IEEE 17th India Council International Conference (INDICON), New Delhi, India, 2020.

Publisher : 2020 IEEE 17th India Council International Conference (INDICON)

Year : 2019

Segmentation and Classification of Fruit Images Independent of Image Orientation using Height Width Vectors

Cite this Research Publication : Akshitha Raj R, Gopika M, , Apoorva P, , Akshay S, , Segmentation and Classification of Fruit Images Independent of Image Orientation using Height Width Vectors, International Journal of Innovative Technology and Exploring Engineering, Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP, 2019, https://doi.org/10.35940/ijitee.i9001.078919

Publisher : Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP

Year : 2019

Cancer cell Detection using FMM Compressed Images

Cite this Research Publication : , Alamuru Gandla Bhargavi, Nandini H N, , Akshay S, , Cancer cell Detection using FMM Compressed Images, International Journal of Recent Technology and Engineering (IJRTE), Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP, 2019, https://doi.org/10.35940/ijrte.b1038.078219

Publisher : Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP

Year : 2018

Analysis of Spatial Eye Gaze Data for Aiding Gender Identification

Cite this Research Publication : Akshay S., Lakshmipriya V. P., and Sikha S., “Analysis of spatial eye gaze data for aiding gender identification”, in 2017 International Conference on Intelligent Computing and Control (I2C2), Coimbatore, India, 2018.

Publisher : 2017 International Conference on Intelligent Computing and Control (I2C2)

Year : 2017

Segmentation and classification of FMM compressed retinal images using watershed and canny segmentation and support vector machine

Cite this Research Publication : S. Akshay, P. Apoorva, Segmentation and classification of FMM compressed retinal images using watershed and canny segmentation and support vector machine, 2017 International Conference on Communication and Signal Processing (ICCSP), IEEE, 2017, https://doi.org/10.1109/iccsp.2017.8286531

Publisher : IEEE

Year : 2017

Bandwidth optimized multicast routing algorithm based on hybrid mesh and tree structure with collision control in MANET using lempel-ziv-oberhumer method

Cite this Research Publication : S. Akshay, P. Apoorva, Bandwidth optimized multicast routing algorithm based on hybrid mesh and tree structure with collision control in MANET using lempel-ziv-oberhumer method, 2017 International Conference on Communication and Signal Processing (ICCSP), IEEE, 2017, https://doi.org/10.1109/iccsp.2017.8286407

Publisher : IEEE

Conference Proceedings

Year : 2023

FAST RCNN-Based Implementation of Cloudi: Converting Raw Eye Gaze Data into Usable Format

Cite this Research Publication : Akshay S, Pradyumna J Bharadwaja, FAST RCNN-Based Implementation of Cloudi: Converting Raw Eye Gaze Data into Usable Format, 2023 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM), IEEE, 2023, https://doi.org/10.1109/ccem60455.2023.00046

Publisher : IEEE

Year : 2023

iGAME: Cognitive Game Analysis Through Eye Movements of the Player

Cite this Research Publication : S. Akshay, B. Shreyas Bhargav, J. Amudha, "iGAME: Cognitive Game Analysis Through Eye Movements of the Player," 10th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2023, Lecture Notes in Computer Science, Springer Nature Switzerland, 2023, https://doi.org/10.1007/978-3-031-45170-6_29

Publisher : Springer Nature Switzerland

Year : 2023

iBEHAVE: Behaviour Analysis Using Eye Gaze Metrices

Cite this Research Publication : S. Akshay, P. Kavya Bijith, S. Sanjana, J. Amudha, "iBEHAVE: Behaviour Analysis Using Eye Gaze Metrices," 10th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2023, Lecture Notes in Computer Science, Springer Nature Switzerland, 2023, https://doi.org/10.1007/978-3-031-45170-6_27

Publisher : Springer Nature Switzerland

Year : 2023

iSTIMULI: Prescriptive Stimulus Design for Eye Movement Analysis of Patients with Parkinson’s Disease

Cite this Research Publication : S. Akshay, J. Amudha, Nilima Kulkarni, L. K. Prashanth, iSTIMULI: Prescriptive Stimulus Design for Eye Movement Analysis of Patients with Parkinson’s Disease, 16th International Conference on Multi-disciplinary Trends in Artificial Intelligence, MIWAI 2023, Lecture Notes in Computer Science, Springer Nature Switzerland, 2023, https://doi.org/10.1007/978-3-031-36402-0_55

Publisher : Springer Nature Switzerland

Year : 2023

iAOI: An Eye Movement Based Deep Learning Model to Identify Areas of Interest

Cite this Research Publication : S. Akshay, J. Amudha, Nakka Narmada, Amitabh Bhattacharya, Nitish Kamble, Pramod Kumar Pal, "iAOI: An Eye Movement Based Deep Learning Model to Identify Areas of Interest," Multi-disciplinary Trends in Artificial Intelligence: 16th International Conference, MIWAI 2023, Lecture Notes in Computer Science, Springer Nature Switzerland, 2023, https://doi.org/10.1007/978-3-031-36402-0_61

Publisher : Springer Nature Switzerland

Research

His research collaborations include prestigious institutions such as

  • NIMHANS Bengaluru
  • Manipal Hospital Bengaluru
  • Mysore Medical College and Research Institute
  • Krembil Research Institute, Toronto
  • Ruhr university Bochum, Germany
  • University of Wollongong in Dubai (UOWD)

Research Projects

Comparison of oculomotor abnormalities in patients with Parkinson’s disease with and without psychosis and the impact of deep brain stimulation: an observational eye tracking study at National Institute of Mental Health and Neurosciences (NIMHANS, BENGALURU) (2019) As Co-PI

Awards & Recognitions
  • Best Research Poster Award‐International Conference on Computing and Humanitarian Applications (ICCHA-2023)
  • Protsahan Award‐2023 by IEEE Communications Society (IEEE ComSoc) Bangalore for Research Paper
  • Best Research Paper Award – Conference on The Recent Innovations in Computing, Communication and Intelligent Systems (RICCIS’19)
  • Parent Achievement Award ( for research contributions) by SAMSKRITHIKA 2023-24, A unique step by Kautilya Vidyalaya, Mysuru.
  • Jury for International Project Competition IEEE YESIST12 Innovation Challenge Track conducted by IEEE at Vidya Vikas Institute of Engineering and Technology, Mysore
  • Jury for Best Manager Event in National Level Fest PRABUDDHI conducted by JSS Centre for Management and Studies, SJCE, Mysore
  • Jury for Tech‐Avishkar 24‐Hour Hackathon organized by IEEE and conducted by ATME College of Engineering, Mysuru
  • Invited Talk on Problem Solving and Algorithmic Thinking organized by SBRR Mahajana’s First Grade College, Mysuru
  • Mentor – MANAS Codeathon 2023 by C‐DAC on Mental Health and Wellness
  • Mentor – CodXpress ‐ Hackathon by IEEE
  • Editor – International Journal of Latest Engineering and Management Research
Roles

Academic / Administrative Roles

  • Member, BOS BCA, Amrita Vishwa Vidyapeetham
  • President, The Institution’s Innovation Council (IIC), Mysuru Campus
  • Head – Research Thrust Area Group(TAG) – AI in Health Care and Forensics
  • Member – Departmental Academic Advisory Committee (DAAC)
  • Project Coordinator
  • Academic Program Coordinator
  • ICT Academy Coordinator
  • SPOC – Smart India Hackathon, MHRD, Govt. of India

Invited Talks / Resource Person

  • Was invited as a panellist for the panel discussion held on 28th November at the Military Institute of Science and Technology (MIST) as part of the International Industrial Activities Congress (INDCON 2025).
  • Was invited as a Session Chair at the XXII Control Instrumentation Systems Conference (CISCON 2025) held at Manipal Institute of Technology, Manipal
  • Financial Chair and Session Chair at the IEEE VTS ICVTTS 2025 conference.
  • SPP Coordinator for Karnataka State Council for Science and Technology, Indian Institute of Science (IISc) for the winning team.
  • Chair – Student Project Showcase – IEEE International Conference on Cloud Computing in Emerging Markets CCEM‐2024
  • Coordinator – Conference on Recent Innovations in Computing, Communication and Intelligent Systems

Professional Memberships

  • Senior Member – IEEE
  • Executive Committee Member – IEEE Vehicular Technology Society (VTS)
  • Executive Committee Member – IEEE Information Theory Society
  • Executive Committee Member – IEEE Young Professionals
  • Executive Committee Member – IEEE Sensors Council.
  • IAENG International Association of Engineers
  • IEEE Robotics and Automation Society
  • IEEE Biometrics Council
Admissions Apply Now