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Dr. Jyotsna C.

Assistant Professor (Sl. Gd.), School of Computing, Bengaluru

Qualification: Ph. D., M. Tech., B. Tech.
c_jyotsna@blr.amrita.edu
ORCID ID
Google Scholar Profile
Scopus Author ID
Research Interest: Eye Tracking, Human Computer Interaction, Computer Vision, AI-ML, Deep Learning

Bio

Dr. Jyotsna Chandrasekharan is a distinguished academic and researcher with over 19 years of teaching experience in Computer Science and dual Ph. D. from the University of Trento, Italy, and Amrita Vishwa Vidyapeetham, India. Her interdisciplinary expertise spans Artificial Intelligence, Deep Learning, and Cognitive Health Technologies, with a specialized focus on eye-tracking, multimodal data fusion, behavioral computing, and assistive systems for cognitive and motor impairments. She has led impactful research projects in AI-driven cognitive load assessment, gaze-based screening tools, stress detection using physiological signals, and robust deepfake detection frameworks. Dr. Jyotsna has authored several high-impact publications, received multiple Amrita Innovation and Research Awards, and guided 50+ B.Tech and M.Tech projects. She has actively collaborated on international research initiatives and supported for the establishment of Eye Tracking and Computer Vision Research Lab.

Publications

Conference Paper

Year : 2025

Leveraging Machine Learning to Predict Obesity Trends: Insights from Lifestyle and Biometric Data

Cite this Research Publication : Rishi Manikanta Adapala, Yaswanth Kancharla, Baba Ameer Shaik, Jyotsna C, Leveraging Machine Learning to Predict Obesity Trends: Insights from Lifestyle and Biometric Data, 2025 International Conference on Computational, Communication and Information Technology (ICCCIT), IEEE, 2025, https://doi.org/10.1109/icccit62592.2025.10927991

Publisher : IEEE

Year : 2024

Vision Enhancer: A Voice-Driven System for Obstacle Detection

Cite this Research Publication : P. Supraja, Ananya Ganapathi, K. Sushmitha Ram, V. Vaishnavi, C. Jyotsna, Vision Enhancer: A Voice-Driven System for Obstacle Detection, 2024 International Conference on Innovation and Novelty in Engineering and Technology (INNOVA), IEEE, 2024, https://doi.org/10.1109/innova63080.2024.10847032

Publisher : IEEE

Year : 2024

Convolutional Neural Network Based Age Estimation using Diverse Facial Datasets

Cite this Research Publication : Sidda Siri Chandana, N Vithyatharshana, Y Ghnana Prasoona, Yedhoti Thrinayani, C Jyotsna, Convolutional Neural Network Based Age Estimation using Diverse Facial Datasets, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725131

Publisher : IEEE

Year : 2024

Accent Detection in Indian Languages through Convolutional Neural Network based Spectrogram Analysis

Cite this Research Publication : Ch. Rahul A. N. Sharma, Harsh Kumar Singh, H.Suhas Prabhu, Aniketh V. Jambha, C Jyotsna, Peeta Basa Pati, Accent Detection in Indian Languages through Convolutional Neural Network based Spectrogram Analysis, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725044

Publisher : IEEE

Year : 2024

Wireless ECG Monitoring and Automated Heart Diagnosis: A Mobile App Solution Using Deep Learning

Cite this Research Publication : Sunil M, Thippaluru Tharun Sai, Thokali Sanjay, Uppalapati Dhanush, Jyotsna C, Wireless ECG Monitoring and Automated Heart Diagnosis: A Mobile App Solution Using Deep Learning, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10723932

Publisher : IEEE

Year : 2024

Enhancing Credit Card Fraud Detection with Light Gradient-Boosting Machine: An Advanced Machine Learning Approach

Cite this Research Publication : Srigiri Sruthi, Siddharth Emadaboina, C Jyotsna, Enhancing Credit Card Fraud Detection with Light Gradient-Boosting Machine: An Advanced Machine Learning Approach, 2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS), IEEE, 2024, https://doi.org/10.1109/ickecs61492.2024.10616809

Publisher : IEEE

Year : 2024

DeepPave: Detection of Potholes Using Deep Learning Techniques

Cite this Research Publication : Tummala Varshith, Thanush S Koneri, Uppalapati Dhanush, Sriramoju Rahul, Jyotsna C, DeepPave: Detection of Potholes Using Deep Learning Techniques, 2024 2nd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), IEEE, 2024, https://doi.org/10.1109/idciot59759.2024.10468023

Publisher : IEEE

Year : 2024

Unmasking Emotions: Deep Neural Networks for Image-Based Emotion Recognition

Cite this Research Publication : Mohammad Aman Sohel, Raghupatruni Sai Madhukar, Sai Muralidhar Batchu, Jyotsna C., Unmasking Emotions: Deep Neural Networks for Image-Based Emotion Recognition, 2024 2nd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), IEEE, 2024, https://doi.org/10.1109/idciot59759.2024.10467471

Publisher : IEEE

Year : 2024

Handwritten Devanagari Numeral Recognition Using Deep Learning

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

Publisher : IEEE

Year : 2023

Layout Analysis of Malayalam Palm Leaf Images with Fully Convolutional Networks

Cite this Research Publication : Kamal Boyina, Dutta Swetchana, Gujja Manaswi Reddy, Karru Sushrutha, Peeta Basa Pati, Jyotsna C, Remya Sivan, Layout Analysis of Malayalam Palm Leaf Images with Fully Convolutional Networks, 2023 IEEE Fifth International Conference on Advances in Electronics, Computers and Communications (ICAECC), IEEE, 2023, https://doi.org/10.1109/icaecc59324.2023.10560104

Publisher : IEEE

Year : 2023

Automobile Price Prediction using Machine Learning with Data Visualization

Cite this Research Publication : Nishitha U, Revanth Kandimalla, Mourya Vardhan Reddy M, Jyotsna C, Automobile Price Prediction using Machine Learning with Data Visualization, 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2023, https://doi.org/10.1109/icccnt56998.2023.10307689

Publisher : IEEE

Year : 2023

Consumer Complaints Classification using Deep Learning & Word Embedding Models

Cite this Research Publication : Vineet Vinayak, Jyotsna C., Consumer Complaints Classification using Deep Learning & Word Embedding Models, 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2023, https://doi.org/10.1109/icccnt56998.2023.10307286

Publisher : IEEE

Year : 2023

Prediction of Neuro Cognitive Disorders using Supervised Comparative Machine Learning Model & Scanpath Representations

Cite this Research Publication : Vineet Vinayak, Mohan Paliwal, Amudha J., Jyotsna C., Prediction of Neuro Cognitive Disorders using Supervised Comparative Machine Learning Model & Scanpath Representations, 2023 IEEE 8th International Conference for Convergence in Technology (I2CT), IEEE, 2023, https://doi.org/10.1109/i2ct57861.2023.10126188

Publisher : IEEE

Year : 2023

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

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

Publisher : IEEE

Year : 2023

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

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

Publisher : IEEE

Year : 2022

Face Model Generation Using Deep Learning

Cite this Research Publication : Rajanidi Ganesh Phanindra, Nudurupati Prudhvi Raju, Thania Vivek, C. Jyotsna, Face Model Generation Using Deep Learning, Smart Innovation, Systems and Technologies, Springer Nature Singapore, 2022, https://doi.org/10.1007/978-981-19-3575-6_20

Publisher : Springer Nature Singapore

Year : 2022

A Personalized Healthcare Platform for Monitoring Mental Health of a Person During COVID

Cite this Research Publication : C. Jyotsna, J. Amudha & Sreedevi Uday "A Personalized Healthcare Platform for Monitoring Mental Health of a Person During COVID", International Conference on Computing and Communication Networks (ICCCN), Lecture Notes in Networks and Systems, 2022, 394, pp. 309–317

Publisher : Springer

Year : 2021

An Intelligent Driver Monitoring System

Cite this Research Publication : P. Supraja P. Revati, K.Sushmitha Ram, Jyotsna C. "An Intelligent Driver Monitoring System", 2021 2nd International Conference on Communication, Computing and Industry 4.0 (C2I4)

Publisher : IEEE

Year : 2021

An Automated University Gate Pass Monitoring System Using Deep Learning

Cite this Research Publication : Patel Meghavi Kiritbhai, Jyotsna C "An Automated University Gate Pass Monitoring System Using Deep Learning", In 2021 International Conference on Communication, Control and Information Sciences (ICCISc) (Vol. 1, pp. 1-6), 2021

Publisher : IEEE

Year : 2021

A Robust system for Video Classification: Identification and Tracking of Suspicious Individuals from Surveillance videos

Cite this Research Publication : Amrutha, C.V., Jyotsna, C. (2021). A Robust System for Video Classification: Identification and Tracking of Suspicious Individuals from Surveillance Videos. 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 1325. Springer, Singapore. https://doi.org/10.1007/978-981-33-6912-2_24

Publisher : Springer

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. (2021). An Interactive System for Assessing Emotional Wellness. International Conference On Soft Computing & Signal Processing, 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 : Springer

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 : Springer

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 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 : 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 : IEEE

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 : 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

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 : 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 : Springer International Publishing

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 : 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 : Springer

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 : IEEE

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 : IEEE

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 : 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)

Journal Article

Year : 2024

Designing of VehiNet Using Convolutional Neural Networks and Deep Learning Techniques

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

Publisher : Elsevier

Year : 2023

IntelEye: An Intelligent Tool for the Detection of Stressful State based on Eye Gaze Data While Watching Video

Cite this Research Publication : C. Jyotsna, J. Amudha, Amritanshu Ram, Giandomenico Nollo, IntelEye: An Intelligent Tool for the Detection of Stressful State based on Eye Gaze Data While Watching Video, Procedia Computer Science, Elsevier BV, 2023, https://doi.org/10.1016/j.procs.2023.01.105

Publisher : Elsevier BV

Year : 2023

PredictEYE: Personalized Time Series Model for Mental State Prediction Using Eye Tracking

Cite this Research Publication : C. Jyotsna, J. Amudha, Amritanshu Ram, Damiano Fruet, Giandomenico Nollo, PredictEYE: Personalized Time Series Model for Mental State Prediction Using Eye Tracking, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2023, https://doi.org/10.1109/access.2023.3332762

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2023

ETMT: A Tool for Eye-Tracking-Based Trail-Making Test to Detect Cognitive Impairment

Cite this Research Publication : Jyotsna Chandrasekharan, Amudha Joseph, Amritanshu Ram, Giandomenico Nollo, ETMT: A Tool for Eye-Tracking-Based Trail-Making Test to Detect Cognitive Impairment, Sensors, MDPI AG, 2023, https://doi.org/10.3390/s23156848

Publisher : MDPI AG

Year : 2021

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

Cite this Research Publication : Krishnamoorthy A, Sindhura VR, Gowtham D, Jyotsna C, Amudha J. "StimulEye: An intelligent tool for feature extraction and event detection from raw eye gaze data." Journal of Intelligent & Fuzzy Systems. 2021;41(5):5737-5745. doi:10.3233/JIFS-189893

Publisher : Journal of Intelligent and Fuzzy systems

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”, Journal of Intelligent & Fuzzy Systems, 2020;38(5):6299-6310. doi:10.3233/JIFS-179711

Publisher : International Symposium on Intelligent Systems Technologies and Applications

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 : 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”, International Journal of Computer Technology and Applications, vol. 5, no. 3, pp. 993-1000, 2014.

Publisher : International Journal of Computer Technology and Applications

Poster

Year : 2017

Eye Tracking Enabled User Interface for Amyotrophic Lateral Sclerosis Patients

Cite this Research Publication : C. Jyotsna, Amudha, “Eye Tracking Enabled User Interface for Amyotrophic Lateral Sclerosis Patients”, Grace Hopper Celebrations India 2017, November 2017, Bengaluru

Qualification
  • Ph. D. in Intelligent Systems for the Classification of Mental State Parameters (Dual PhD)
    University of Trento, Trento, Italy and
    Amrita Vishwa Vidyapeetham, Bangalore, India
  • Master of Technology in Embedded Systems
    Amrita Vishwa Vidyapeetham, Bangalore, India
  • B. Tech in CSE 
    Cochin University of Science and Technology, Kerala, India 
Research Grants
  • Erasmus International Credit Mobility funding of Euro 5658 for research at the Behavioral Analysis Lab, University of Trento, Italy (Feb 2022 – July 2022).
Awards
  • AIRA Award 2020
  • AIRA Award 2021-22
  • AIRA Award 2023-24
Admissions Apply Now