Year : 2025
EV-HVAC System Joint Control using Reinforcement Learning
Cite this Research Publication : A Shruthi, J Amudha, K Deepa, EV-HVAC System Joint Control using Reinforcement Learning, 2025 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE), IEEE, 2025, https://doi.org/10.1109/amathe65477.2025.11081210
Publisher : IEEE
Year : 2024
Deep Reinforcement Learning in Stock Trading: Evaluating DDPG and DQN Strategies
Cite this Research Publication : Nithin Kodurupaka, Basavadeepthi H M, Shiva Teja Pecheti, Amudha J, Deep Reinforcement Learning in Stock Trading: Evaluating DDPG and DQN Strategies, 2024 International Conference on Emerging Smart Computing and Informatics (ESCI), IEEE, 2024, https://doi.org/10.1109/esci59607.2024.10497405
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 : 2024
Autonomous Car Driving: Advanced Maneuvers Training
Cite this Research Publication : Savarala Chethana, Sreevathsa Sree Charan, Vemula Srihitha, D. Radha, Amudha J., Autonomous Car Driving: Advanced Maneuvers Training, 2024 IEEE North Karnataka Subsection Flagship International Conference (NKCon), IEEE, 2024, https://doi.org/10.1109/nkcon62728.2024.10774948
Publisher : IEEE
Year : 2024
Energy Management System – Deep Reinforcement Learning Based Dueling DQN (Deep Q-Networks)
Cite this Research Publication : Uthej K, Kothuru Gurunadh, Nagandla Krishna Sai Keerthan, Nikhil Kumar Musunuru, Amudha J, Energy Management System - Deep Reinforcement Learning Based Dueling DQN (Deep Q-Networks), 2024 Asia Pacific Conference on Innovation in Technology (APCIT), IEEE, 2024, https://doi.org/10.1109/apcit62007.2024.10673561
Publisher : IEEE
Year : 2024
Spectral – Vegetative Indices fusion for Crop Yield Analysis
Cite this Research Publication : Jammula Durga Bala Sathvik, Monish Mohanty, N. Sushma, Panchami Raghav, Amudha J, Maria John, Spectral – Vegetative Indices fusion for Crop Yield Analysis, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10723980
Publisher : IEEE
Year : 2024
Anatomization of Neural Networks based models for Semantic Analysis of Tabular dataset
Cite this Research Publication : B Sai Bharath, Jahnavi Bollineni, Sandeep Preetham Mandala, Tania Ganguly, Amudha J, Nikhil Shukla, Raj Joseph, Anatomization of Neural Networks based models for Semantic Analysis of Tabular dataset, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10544176
Publisher : IEEE
Year : 2024
Ice hockey game using Deep Reinforcement Learning
Cite this Research Publication : Y. Mounika, Y. Lakshmi Prasanna, Y. Tarakaram, J. Amudha, K. Aiswariya Milan, Ice hockey game using Deep Reinforcement Learning, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10543989
Publisher : IEEE
Year : 2024
Automated Insight Tool: Analyzing Eye Tracking Data of Expert and Novice Radiologists During Optic Disc Detection Task
Cite this Research Publication : Aiswariya Milan K, Amudha J, George Ghinea, Automated Insight Tool: Analyzing Eye Tracking Data of Expert and Novice Radiologists During Optic Disc Detection Task, Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, ACM, 2024, https://doi.org/10.1145/3649902.3656355
Publisher : ACM
Year : 2023
DE-ConvGraph 3D UNet: A Novel Deep Learning Model for Optimizing Radiotherapy Treatment Plans in Oropharyngeal Cancer
Cite this Research Publication : Bhuvanashree Murugadoss, J Amudha, Vijayan Sugumaran, DE-ConvGraph 3D UNet: A Novel Deep Learning Model for Optimizing Radiotherapy Treatment Plans in Oropharyngeal Cancer, 2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), IEEE, 2023, https://doi.org/10.1109/aipr60534.2023.10440721
Publisher : IEEE
Year : 2023
Autonomous Vehicle Along with Surrounding Agent’s Path Prediction Using CNN-Based Models
Cite this Research Publication : R V B S Prasanth Kumar, Kethavath Srinivas, Amudha J, Autonomous Vehicle Along with Surrounding Agent's Path Prediction Using CNN-Based Models, 2023 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), IEEE, 2023, https://doi.org/10.1109/icccis60361.2023.10425071
Publisher : IEEE
Year : 2023
Automatic feedback captions for eye-tracker based online assessment
Cite this Research Publication : Ujjwal Kumar, Amudha J, Chandrika K R, Automatic feedback captions for eye-tracker based online assessment, 2023 International Conference on Advances in Intelligent Computing and Applications (AICAPS), IEEE, 2023, https://doi.org/10.1109/aicaps57044.2023.10074484
Publisher : IEEE
Year : 2023
Humanoid Robot Gait Control Using PPO, SAC, and ES Algorithms
Cite this Research Publication : Savarala Chethana, Sreevathsa Sree Charan, Vemula Srihitha, J Amudha, Humanoid Robot Gait Control Using PPO, SAC, and ES Algorithms, 2023 4th IEEE Global Conference for Advancement in Technology (GCAT), IEEE, 2023, https://doi.org/10.1109/gcat59970.2023.10353490
Publisher : IEEE
Year : 2023
AI Enabled Avionics Domain Specific TTS System
Cite this Research Publication : Sai Surya Teja Gontumukkala, B Sai Bharath, Aishwarya Virigineni, Radha D, Amudha J, Jitender Agarwal, Mohan Thippeswamy, AI Enabled Avionics Domain Specific TTS System, 2023 6th International Conference on Recent Trends in Advance Computing (ICRTAC), IEEE, 2023, https://doi.org/10.1109/icrtac59277.2023.10480815
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
Emotion and Advertising Effectiveness: A Novel Facial Expression Analysis Approach Using Federated Learning
Cite this Research Publication : Mandava Jaswanth, N K L Narayana, Sreedharreddy Rahul, Aiswariya Milan K, Amudha J, Emotion and Advertising Effectiveness: A Novel Facial Expression Analysis Approach Using Federated Learning, 2023 IEEE 20th India Council International Conference (INDICON), IEEE, 2023, https://doi.org/10.1109/indicon59947.2023.10440766
Publisher : IEEE
Year : 2023
Diagnosis of Glaucoma through the analysis of Saccadic Eye Movements employing machine learning methods
Cite this Research Publication : R V B S Prasanth Kumar, Amudha J, Sajitha Krishnan, Diagnosis of Glaucoma through the analysis of Saccadic Eye Movements employing machine learning methods, 4th IEEE International Conference on Computing, Communication, and Intelligent Systems, ICCCIS 2023
Year : 2022
An End-to-End System for Text Extraction in Indian Identity Cards
Cite this Research Publication : Arjun S Kedlaya, J. Amudha, An End-to-End System for Text Extraction in Indian Identity Cards, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2022, https://doi.org/10.1007/978-981-19-0604-6_40
Publisher : Springer Nature Singapore
Year : 2022
Maize Plant Disease classification using optimized DenseNet121
Cite this Research Publication : Sabita Sahu, Amudha J, Maize Plant Disease classification using optimized DenseNet121, 2022 OITS International Conference on Information Technology (OCIT), IEEE, 2022, https://doi.org/10.1109/ocit56763.2022.00073
Publisher : IEEE
Year : 2022
Detection of Reading Impairment from Eye-Gaze Behaviour using Reinforcement Learning
Cite this Research Publication : Harshitha Nagarajan, Vishnu Sai Inakollu, Punitha Vancha, J Amudha, Detection of Reading Impairment from Eye-Gaze Behaviour using Reinforcement Learning, International Conference on Machine Learning and Data Engineering, ICMLDE 2022 Procedia Computer Science, Elsevier BV, 2022, https://doi.org/10.1016/j.procs.2023.01.245
Publisher : Elsevier BV
Year : 2022
Autonomous Driving Mobile Robot using Q-learning
Cite this Research Publication : Nagulapati Naga Venkata Sai Prakash, Venati Sudharsan Reddy, Vishal Chandran, J Amudha, Autonomous Driving Mobile Robot using Q-learning, 2022 International Conference on Futuristic Technologies (INCOFT), IEEE, 2022, https://doi.org/10.1109/incoft55651.2022.10094420
Publisher : IEEE
Year : 2022
Modelling a Reinforcement Learning Agent For Mountain Car Problem Using Q – Learning With Tabular Discretization
Cite this Research Publication : Surya Teja Chavali, Charan Tej Kandavalli, T M Sugash, J. Amudha, Modelling a Reinforcement Learning Agent For Mountain Car Problem Using Q – Learning With Tabular Discretization, 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon), IEEE, 2022, https://doi.org/10.1109/mysurucon55714.2022.9972352
Publisher : IEEE
Year : 2022
Natural Question Generation using Transformers and Reinforcement Learning
Cite this Research Publication : Dipshikha Biswas, Suneel Nadipalli, B. Sneha, Deepa Gupta, Amudha J, Natural Question Generation using Transformers and Reinforcement Learning, 2022 OITS International Conference on Information Technology (OCIT), IEEE, 2022, https://doi.org/10.1109/ocit56763.2022.00061
Publisher : IEEE
Year : 2022
Wild OCR: Deep Learning Architecture for Text Recognition in Images
Cite this Research Publication : J. Amudha, Manmohan Singh Thakur, Anupriya Shrivastava, Shubham Gupta, Deepa Gupta, Kshitij Sharma, Wild OCR: Deep Learning Architecture for Text Recognition in Images, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2022, https://doi.org/10.1007/978-981-19-0604-6_46
Publisher : Springer Nature Singapore
Year : 2022
Automated Analogue Dial Reading in Cockpits
Cite this Research Publication : Harshitha Nagarajan, Rama Sai Abhishek Podila, C Vishal, D Radha, J Amudha, G Prasanna Murthy, Abiram Rajendran, Automated Analogue Dial Reading in Cockpits, 2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), IEEE, 2022, https://doi.org/10.1109/conecct55679.2022.9865792
Publisher : IEEE
Year : 2022
A Machine Learning Framework for Classification of Expert and Non- Experts Radiologists using Eye Gaze Data
Cite this Research Publication : Shamyuktha R S, Amudha J, Aiswariya Milan K, A Machine Learning Framework for Classification of Expert and Non-Experts Radiologists using Eye Gaze Data, 2022 IEEE 7th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), IEEE, 2022, https://doi.org/10.1109/icraie56454.2022.10054277
Publisher : IEEE
Year : 2022
Visual Exploration in Glaucoma Patients Using Eye-Tracking Device
Cite this Research Publication : Krishnan, Sajitha, J. Amudha, and Sushma Tejwani. "Visual Exploration in Glaucoma Patients Using Eye-Tracking Device." In Proceedings of International Conference on Computing and Communication Networks, pp. 365-373. Springer, Singapore, 2022.
Publisher : Springer
Year : 2022
Analysis and Visualization of Eye movements in Patients with Glaucoma
Cite this Research Publication : Sandhiya B., Amudha. J, Sajitha Krishnan. "Analysis and Visualization of Eye movements in Patients with Glaucoma." In 2022 IEEE 7th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), vol. 7, pp. 308-313. IEEE, 2022.
Publisher : IEEE
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 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
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 : 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
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 : 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
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)
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 : 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 : 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