Debaditya Roy

According to our database, Debaditya Roy authored at least 39 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Trustworthy Machine Learning For Human Activity Recognition.

Debaditya Roy

PhD thesis, 2024

TSANet: Forecasting traffic congestion patterns from aerial videos using graphs and transformers.

K. Naveen Kumar, Debaditya Roy, Thakur Ashutosh Suman, Chalavadi Vishnu, C. Krishna Mohan

Pattern Recognit., 2024

Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos.

Dhruv Verma, Debaditya Roy, Basura Fernando

CoRR, 2024

Interaction Region Visual Transformer for Egocentric Action Anticipation.

Debaditya Roy, Ramanathan Rajendiran, Basura Fernando

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Predicting the Next Action by Modeling the Abstract Goal.

Debaditya Roy, Basura Fernando

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Correction to "Improving Multi-Agent Trajectory Prediction Using Traffic States on Interactive Driving Scenarios".

Chalavadi Vishnu, Vineel Abhinav, Debaditya Roy, C. Krishna Mohan, Ch. Sobhan Babu

IEEE Robotics Autom. Lett., November, 2023

Improving Multi-Agent Trajectory Prediction Using Traffic States on Interactive Driving Scenarios.

Chalavadi Vishnu, Vineel Abhinav, Debaditya Roy, C. Krishna Mohan, Ch. Sobhan Babu

IEEE Robotics Autom. Lett., May, 2023

ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition.

Debaditya Roy, Dhruv Verma, Basura Fernando

CoRR, 2023

Modelling Spatio-Temporal Interactions for Compositional Action Recognition.

Ramanathan Rajendiran, Debaditya Roy, Basura Fernando

CoRR, 2023

Classifying falls using out-of-distribution detection in human activity recognition.

Debaditya Roy, Vangjush Komini, Sarunas Girdzijauskas

AI Commun., 2023

Private, Fair and Secure Collaborative Learning Framework for Human Activity Recognition.

Debaditya Roy, Ahmed Lekssays, Sarunas Girdzijauskas, Barbara Carminati, Elena Ferrari

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Temporal Differential Privacy for Human Activity Recognition.

Debaditya Roy, Sarunas Girdzijauskas

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

Detection of Collision-Prone Vehicle Behavior at Intersections Using Siamese Interaction LSTM.

Debaditya Roy, Tetsuhiro Ishizaka, C. Krishna Mohan, Atsushi Fukuda

IEEE Trans. Intell. Transp. Syst., 2022

Interaction Visual Transformer for Egocentric Action Anticipation.

Debaditya Roy, Ramanathan Rajendiran, Basura Fernando

CoRR, 2022

Action anticipation using latent goal learning.

Debaditya Roy, Basura Fernando

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Out-of-distribution in Human Activity Recognition.

Debaditya Roy, Vangjush Komini, Sarunas Girdzijauskas

Proceedings of the Swedish Artificial Intelligence Society Workshop, 2022

Mixing temporal experts for Human Activity Recognition.

Debaditya Roy, Sarunas Girdzijauskas

Proceedings of the Swedish Artificial Intelligence Society Workshop, 2022

Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks.

Siyuan Brandon Loh, Debaditya Roy, Basura Fernando

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Action Anticipation Using Pairwise Human-Object Interactions and Transformers.

Debaditya Roy, Basura Fernando

IEEE Trans. Image Process., 2021

Confidence-Calibrated Human Activity Recognition.

Debaditya Roy, Sarunas Girdzijauskas, Serghei Socolovschi

Sensors, 2021

FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition.

Vinoj Jayasundara, Debaditya Roy, Basura Fernando

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020

Echocardiogram Analysis Using Motion Profile Modeling.

Inayathullah Ghori, Debaditya Roy, Renu John, Chalavadi Krishna Mohan

IEEE Trans. Medical Imaging, 2020

Facial Expression Recognition in Videos Using Dynamic Kernels.

Nazil Perveen, Debaditya Roy, Chalavadi Krishna Mohan

IEEE Trans. Image Process., 2020

Defining Traffic States using Spatio-temporal Traffic Graphs.

Debaditya Roy, K. Naveen Kumar, C. Krishna Mohan

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019

Unsupervised Universal Attribute Modeling for Action Recognition.

Debaditya Roy, Kodukula Sri Rama Murty, Chalavadi Krishna Mohan

IEEE Trans. Multim., 2019

Vehicle Trajectory Prediction at Intersections using Interaction based Generative Adversarial Networks.

Debaditya Roy, Tetsuhiro Ishizaka, C. Krishna Mohan, Atsushi Fukuda

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

Spontaneous Expression Recognition Using Universal Attribute Model.

Nazil Perveen, Debaditya Roy, Chalavadi Krishna Mohan

IEEE Trans. Image Process., 2018

Snatch theft detection in unconstrained surveillance videos using action attribute modelling.

Debaditya Roy, C. Krishna Mohan

Pattern Recognit. Lett., 2018

Tracking rapid body deformation using sparse representation of deep features.

Debaditya Roy, Gaddam Sreedatta Sanjay Bharath, Mani Kumar T., C. Krishna Mohan

Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Action Recognition Based on Discriminative Embedding of Actions Using Siamese Networks.

Debaditya Roy, C. Krishna Mohan, K. Sri Rama Murty

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data.

Dinesh Singh, Debaditya Roy, C. Krishna Mohan

IEEE Trans. Big Data, 2017

MEC-ConPaaS: An Experimental Single-Board Based Mobile Edge Cloud.

Alexandre van Kempen, Teodor Crivat, Benjamin Trubert, Debaditya Roy, Guillaume Pierre

Proceedings of the 5th IEEE International Conference on Mobile Cloud Computing, 2017

Action-vectors: Unsupervised movement modeling for action recognition.

Debaditya Roy, K. Sri Rama Murty, C. Krishna Mohan

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Sparsity-inducing dictionaries for effective action classification.

Debaditya Roy, M. Srinivas, C. Krishna Mohan

Pattern Recognit., 2016

Discriminative feature extraction from X-ray images using deep convolutional neural networks.

M. Srinivas, Debaditya Roy, C. Krishna Mohan

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Sparsifying Dense Features for Action Classification.

Debaditya Roy, M. Srinivas, C. Krishna Mohan

Proceedings of the 2nd International Conference on Perception and Machine Intelligence, 2015

Feature selection using Deep Neural Networks.

Debaditya Roy, K. Sri Rama Murty, C. Krishna Mohan

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Music genre classification using On-line Dictionary Learning.

M. Srinivas, Debaditya Roy, C. Krishna Mohan

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Learning sparse dictionaries for music and speech classification.

M. Srinivas, Debaditya Roy, C. Krishna Mohan

Proceedings of the 19th International Conference on Digital Signal Processing, 2014