Debaditya Roy

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 37

Top Topics

Action Classification

Optical Flow Estimation

Action Recognition

Activity Recognition

Top Venues

IEEE Trans. Image Process.

IEEE Robotics Autom. Lett.

Publications

K. Naveen Kumar, Debaditya Roy, Thakur Ashutosh Suman, Chalavadi Vishnu, C. Krishna Mohan
TSANet: Forecasting traffic congestion patterns from aerial videos using graphs and transformers. Pattern Recognit. 155 (2024)
Debaditya Roy, Ramanathan Rajendiran, Basura Fernando
Interaction Region Visual Transformer for Egocentric Action Anticipation. WACV (2024)
Dhruv Verma, Debaditya Roy, Basura Fernando
Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos. CoRR (2024)
Debaditya Roy, Vangjush Komini, Sarunas Girdzijauskas
Classifying falls using out-of-distribution detection in human activity recognition. AI Commun. 36 (4) (2023)
Debaditya Roy, Ahmed Lekssays, Sarunas Girdzijauskas, Barbara Carminati, Elena Ferrari
Private, Fair and Secure Collaborative Learning Framework for Human Activity Recognition. UbiComp/ISWC Adjunct (2023)
Debaditya Roy, Dhruv Verma, Basura Fernando
ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition. CoRR (2023)
Chalavadi Vishnu, Vineel Abhinav, Debaditya Roy, C. Krishna Mohan, Ch. Sobhan Babu
Improving Multi-Agent Trajectory Prediction Using Traffic States on Interactive Driving Scenarios. IEEE Robotics Autom. Lett. 8 (5) (2023)
Ramanathan Rajendiran, Debaditya Roy, Basura Fernando
Modelling Spatio-Temporal Interactions for Compositional Action Recognition. CoRR (2023)
Debaditya Roy, Sarunas Girdzijauskas
Temporal Differential Privacy for Human Activity Recognition. DSAA (2023)
Chalavadi Vishnu, Vineel Abhinav, Debaditya Roy, C. Krishna Mohan, Ch. Sobhan Babu
Correction to "Improving Multi-Agent Trajectory Prediction Using Traffic States on Interactive Driving Scenarios". IEEE Robotics Autom. Lett. 8 (11) (2023)
Debaditya Roy, Tetsuhiro Ishizaka, C. Krishna Mohan, Atsushi Fukuda
Detection of Collision-Prone Vehicle Behavior at Intersections Using Siamese Interaction LSTM. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Debaditya Roy, Basura Fernando
Predicting the Next Action by Modeling the Abstract Goal. CoRR (2022)
Siyuan Brandon Loh, Debaditya Roy, Basura Fernando
Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks. CVPR Workshops (2022)
Debaditya Roy, Vangjush Komini, Sarunas Girdzijauskas
Out-of-distribution in Human Activity Recognition. SAIS (2022)
Debaditya Roy, Sarunas Girdzijauskas
Mixing temporal experts for Human Activity Recognition. SAIS (2022)
Debaditya Roy, Ramanathan Rajendiran, Basura Fernando
Interaction Visual Transformer for Egocentric Action Anticipation. CoRR (2022)
Debaditya Roy, Basura Fernando
Action anticipation using latent goal learning. WACV (2022)
Debaditya Roy, Sarunas Girdzijauskas, Serghei Socolovschi
Confidence-Calibrated Human Activity Recognition. Sensors 21 (19) (2021)
Vinoj Jayasundara, Debaditya Roy, Basura Fernando
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition. WACV (2021)
Debaditya Roy, Basura Fernando
Action Anticipation Using Pairwise Human-Object Interactions and Transformers. IEEE Trans. Image Process. 30 (2021)
Debaditya Roy, K. Naveen Kumar, C. Krishna Mohan
Defining Traffic States using Spatio-temporal Traffic Graphs. CoRR (2020)
Nazil Perveen, Debaditya Roy, Chalavadi Krishna Mohan
Facial Expression Recognition in Videos Using Dynamic Kernels. IEEE Trans. Image Process. 29 (2020)
Debaditya Roy, K. Naveen Kumar, C. Krishna Mohan
Defining Traffic States using Spatio-temporal Traffic Graphs. ITSC (2020)
Vinoj Jayasundara, Debaditya Roy, Basura Fernando
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition. CoRR (2020)
Inayathullah Ghori, Debaditya Roy, Renu John, Chalavadi Krishna Mohan
Echocardiogram Analysis Using Motion Profile Modeling. IEEE Trans. Medical Imaging 39 (5) (2020)
Debaditya Roy, Kodukula Sri Rama Murty, Chalavadi Krishna Mohan
Unsupervised Universal Attribute Modeling for Action Recognition. IEEE Trans. Multim. 21 (7) (2019)
Debaditya Roy, Tetsuhiro Ishizaka, C. Krishna Mohan, Atsushi Fukuda
Vehicle Trajectory Prediction at Intersections using Interaction based Generative Adversarial Networks. ITSC (2019)
Debaditya Roy, Tetsuhiro Ishizaka, C. Krishna Mohan, Atsushi Fukuda
Detection of Collision-Prone Vehicle Behavior at Intersections using Siamese Interaction LSTM. CoRR (2019)
Debaditya Roy, C. Krishna Mohan, K. Sri Rama Murty
Action Recognition Based on Discriminative Embedding of Actions Using Siamese Networks. ICIP (2018)
Debaditya Roy, C. Krishna Mohan
Snatch theft detection in unconstrained surveillance videos using action attribute modelling. Pattern Recognit. Lett. 108 (2018)
Nazil Perveen, Debaditya Roy, Chalavadi Krishna Mohan
Spontaneous Expression Recognition Using Universal Attribute Model. IEEE Trans. Image Process. 27 (11) (2018)
Debaditya Roy, Gaddam Sreedatta Sanjay Bharath, Mani Kumar T., C. Krishna Mohan
Tracking rapid body deformation using sparse representation of deep features. ICVGIP (2018)
Alexandre van Kempen, Teodor Crivat, Benjamin Trubert, Debaditya Roy, Guillaume Pierre
MEC-ConPaaS: An Experimental Single-Board Based Mobile Edge Cloud. MobileCloud (2017)
Dinesh Singh, Debaditya Roy, C. Krishna Mohan
DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data. IEEE Trans. Big Data 3 (1) (2017)
Debaditya Roy, K. Sri Rama Murty, C. Krishna Mohan
Action-vectors: Unsupervised movement modeling for action recognition. ICASSP (2017)
M. Srinivas, Debaditya Roy, C. Krishna Mohan
Discriminative feature extraction from X-ray images using deep convolutional neural networks. ICASSP (2016)
Debaditya Roy, M. Srinivas, C. Krishna Mohan
Sparsity-inducing dictionaries for effective action classification. Pattern Recognit. 59 (2016)
Debaditya Roy, K. Sri Rama Murty, C. Krishna Mohan
Feature selection using Deep Neural Networks. IJCNN (2015)
Debaditya Roy, M. Srinivas, C. Krishna Mohan
Sparsifying Dense Features for Action Classification. PerMIn (2015)
M. Srinivas, Debaditya Roy, C. Krishna Mohan
Music genre classification using On-line Dictionary Learning. IJCNN (2014)
M. Srinivas, Debaditya Roy, C. Krishna Mohan
Learning sparse dictionaries for music and speech classification. DSP (2014)