Vision Based Laser Controlled Keyboard System for the Disabled. - Hiba Ahsan; Aarti Prabhu; S. D. Deeksha; Shridhar G. Domanal; T. S. Ashwin; G. Ram Mohana Reddy (VINCI, 2014)

Ember: A Smartphone Web Browser Interface for the Blind. - Isha Singh Jassi; S. Ruchika; Susmitha Pulakhandam; Subhayan Mukherjee; T. S. Ashwin; G. Ram Mohan Reddy (VINCI, 2014)

An Android GPS-Based Navigation Application For Blind. - K. K. Nisha; H. R. Pruthvi; Shwetha N. Hadimani; G. Ram Mohana Reddy; T. S. Ashwin; Shridhar G. Domanal (VINCI, 2014)

An E-Learning System with Multifacial Emotion Recognition Using Supervised Machine Learning. - T. S. Ashwin; Jijo Jose; Raghu G; G. Ram Mohana Reddy (T4E, 2015)

Kinect Based Real Time Gesture Recognition Tool for Air Marshallers and Traffic Policemen. - Anusha Prakash 002; Swathi R; Stuti Kumar; T. S. Ashwin; G. Ram Mohana Reddy (T4E, 2016)

CVUCAMS: Computer Vision Based Unobtrusive Classroom Attendance Management System. - Sujit Kumar Gupta; Ashwin T. S.; Ram Mohana Reddy Guddeti (ICALT, 2018)

Unobtrusive Students' Engagement Analysis in Computer Science Laboratory Using Deep Learning Techniques. - Ashwin T. S.; Ram Mohana Reddy Guddeti (ICALT, 2018)

A Reinforcement Learning and Recurrent Neural Network Based Dynamic User Modeling System. - Abhishek Tripathi; Ashwin T. S.; Ram Mohana Reddy Guddeti (ICALT, 2018)

Automated Parking System in Smart Campus Using Computer Vision Technique. - Sayani Banerjee; T. S. Ashwin; Ram Mohana Reddy Guddeti (TENCON, 2019)

Smart Cane for Assisting Visually Impaired People. - A. V. Nandini; Aniket Dwivedi; Nilita Anil Kumar; T. S. Ashwin; V. Vishnuvardhan; Ram Mohana Reddy Guddeti (TENCON, 2019)

Unobtrusive Behavioral Analysis of Students in Classroom Environment Using Non-Verbal Cues. - T. S. Ashwin; Ram Mohana Reddy Guddeti (IEEE Access, 2019)

EmoWare: A Context-Aware Framework for Personalized Video Recommendation Using Affective Video Sequences. - Abhishek Tripathi; Ashwin T. S.; Ram Mohana Reddy Guddeti (IEEE Access, 2019)

UAV based cost-effective real-time abnormal event detection using edge computing. - Md Shahzad Alam; Natesha B. V.; Ashwin T. S.; Ram Mohana Reddy Guddeti (Multim. Tools Appl., 2019)

Students' affective content analysis in smart classroom environment using deep learning techniques. - Sujit Kumar Gupta; Ashwin T. S.; Ram Mohana Reddy Guddeti (Multim. Tools Appl., 2019)

Analysis and Prediction of Fantasy Cricket Contest Winners Using Machine Learning Techniques. - K. Karthik; Gokul S. Krishnan; Shashank Shetty; Sanjay S. Bankapur; Ranjit P. Kolkar; T. S. Ashwin; Manjunath K. Vanahalli (FICTA (1), 2020)

Automatic detection of students' affective states in classroom environment using hybrid convolutional neural networks. - T. S. Ashwin; Ram Mohana Reddy Guddeti (Educ. Inf. Technol., 2020)

Affective database for e-learning and classroom environments using Indian students' faces, hand gestures and body postures. - Ashwin T. S.; Ram Mohana Reddy Guddeti (Future Gener. Comput. Syst., 2020)

Multimodal behavior analysis in computer-enabled laboratories using nonverbal cues. - Sayani Banerjee; T. S. Ashwin; Ram Mohana Reddy Guddeti (Signal Image Video Process., 2020)

Impact of inquiry interventions on students in e-learning and classroom environments using affective computing framework. - T. S. Ashwin; Ram Mohana Reddy Guddeti (User Model. User Adapt. Interact., 2020)

A Google Glass Based Real-Time Scene Analysis for the Visually Impaired. - Hafeez Ali A.; Sanjeev U. Rao; Swaroop Ranganath; T. S. Ashwin; Ram Mohana Reddy Guddeti (IEEE Access, 2021)

Surveillance video analysis for student action recognition and localization inside computer laboratories of a smart campus. - M. Rashmi 001; T. S. Ashwin; Ram Mohana Reddy Guddeti (Multim. Tools Appl., 2021)

A Multi-Protocol Home Automation System Using Smart Gateway. - Sugandh Kumar Chaudhary; Syed Yousuff; N. P. Meghana; T. S. Ashwin; Ram Mohana Reddy Guddeti (Wirel. Pers. Commun., 2021)

Preserving Privacy of Face and Facial Expression in Computer Vision Data Collected in Learning Environments. - T. S. Ashwin; Ramkumar Rajendran (AIED (Posters/Late Breaking Results/...), 2023)

Fostering Interaction in Computer-Supported Collaborative Learning Environment. - Pratiksha Virendra Patil; Ashwin T. S.; Ramkumar Rajendran (EDM, 2023)

Keeping Teams in the Game: Predicting Dropouts in Online Problem-Based Learning Competition. - Aditya Panwar; Ashwin T. S.; Ramkumar Rajendran; Kavi Arya (ICCE, 2023)

DLOT: An open-source application to assist human observers. - Ashwin T. S.; Danish Shafi Shaikh; Ramkumar Rajendran (ICCE, 2023)

A systematic review of intelligent tutoring systems based on Gross body movement detected using computer vision. - T. S. Ashwin; Vijay Prakash; Ramkumar Rajendran (Comput. Educ. Artif. Intell., 2023)

Identifying and Mitigating Algorithmic Bias in Student Emotional Analysis. - T. S. Ashwin; Gautam Biswas (AIED (2), 2024)

A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments. - Joyce Horn Fonteles; Eduardo Davalos; T. S. Ashwin; Yike Zhang 001; Mengxi Zhou; Efrat Ayalon; Alicia Lane; Selena Steinberg; Gabriella Anton; Joshua A. Danish; Noel Enyedy; Gautam Biswas (AIED (2), 2024)

Investigating the Relations between Students' Affective States and the Coherence in their Activities in Open-Ended Learning Environments. - Celestine E. Akpanoko; Ashwin T. S.; Grayson Cordell; Gautam Biswas (EDM, 2024)

Designing an AI-Enhanced Timeline for Monitoring Multimodal Interactions in Embodied Learning Environments. - Joyce Horn Fonteles; Namrata Srivastava; Eduardo Davalos; Ashwin T. S.; Gautam Biswas (ICCE, 2024)

Combining Multimodal Analyses of Students' Emotional and Cognitive States to Understand Their Learning Behaviors. - Ashwin T. S.; Caitlin Snyder; Celestine E. Akpanoko; Srigowri M. P.; Gautam Biswas (ICCE, 2024)

3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments. - Eduardo Davalos; Yike Zhang 001; Ashwin T. S.; Joyce Horn Fonteles; Umesh Timalsina; Gautam Biswas (ICMI Companion, 2024)

Relating Students Cognitive Processes and Learner-Centered Emotions: An Advanced Deep Learning Approach. - Ashwin T. S.; Gautam Biswas (ICMI, 2024)

Advancing Speaker Diarization With Whisper Speech Recognition for Different Learning Environments. - Aarsh Desai; N. V. J. K. Kartik; Priyesh Gupta; Vinayak 003; Ashwin T. S.; Manjunath K. Vanahalli; Ramkumar Rajendran (TALE, 2024)

Multimodal Analysis of Learning-Centered Emotions and Cognitive Processes in Open-Ended Learning Environments. - Samarth Yadannavar; Ashwin T. S.; Rumana Pathan; Manjunath K. Vanahalli; Ramkumar Rajendran (TALE, 2024)

3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments. - Eduardo Davalos; Yike Zhang 001; Ashwin T. S.; Joyce Horn Fonteles; Umesh Timalsina; Guatam Biswas (CoRR, 2024)

Challenges of Applying Computer Vision for Emotion Detection in Educational Settings: A Study on Bias. - T. S. Ashwin; Nihar Sanda; Umesh Timalsina; Gautam Biswas (AIED (6), 2025)

A multimodal approach to support teacher, researcher and AI collaboration in STEM+C learning environments. - Clayton Cohn; Caitlin Snyder; Joyce Horn Fonteles; Ashwin T. S.; Justin Montenegro; Gautam Biswas (Br. J. Educ. Technol., 2025)

CoTAL: Human-in-the-Loop Prompt Engineering, Chain-of-Thought Reasoning, and Active Learning for Generalizable Formative Assessment Scoring. - Clayton Cohn; Nicole Hutchins; Ashwin T. S.; Gautam Biswas (CoRR, 2025)

Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG). - Clayton Cohn; Surya Rayala; Caitlin Snyder; Joyce Horn Fonteles; Shruti Jain; Naveeduddin Mohammed; Umesh Timalsina; Sarah K. Burriss; Ashwin T. S.; Namrata Srivastava; Menton M. Deweese; Angela Eeds; et al. (CoRR, 2025)