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Debaditya Roy
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2020 – today
- 2024
- [b1]Debaditya Roy:
Towards Trustworthy Machine Learning For Human Activity Recognition. Royal Institute of Technology, Stockholm, Sweden, 2024 - [j14]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: 110721 (2024) - [c20]Debaditya Roy
Predicting the Next Action by Modeling the Abstract Goal. ICPR (15) 2024: 162-177 - [c19]Debaditya Roy, Ramanathan Rajendiran, Basura Fernando:
Interaction Region Visual Transformer for Egocentric Action Anticipation. WACV 2024: 6726-6736 - [i8]Dhruv Verma, Debaditya Roy, Basura Fernando:
Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos. CoRR abs/2407.20642 (2024) - 2023
- [j13]Debaditya Roy, Vangjush Komini, Sarunas Girdzijauskas:
Classifying falls using out-of-distribution detection in human activity recognition. AI Commun. 36(4): 251-267 (2023) - [j12]Chalavadi Vishnu
Improving Multi-Agent Trajectory Prediction Using Traffic States on Interactive Driving Scenarios. IEEE Robotics Autom. Lett. 8(5): 2708-2715 (2023) - [j11]Chalavadi Vishnu
Correction to "Improving Multi-Agent Trajectory Prediction Using Traffic States on Interactive Driving Scenarios". IEEE Robotics Autom. Lett. 8(11): 7519 (2023) - [c18]Debaditya Roy, Sarunas Girdzijauskas:
Temporal Differential Privacy for Human Activity Recognition. DSAA 2023: 1-10 - [c17]Debaditya Roy
Private, Fair and Secure Collaborative Learning Framework for Human Activity Recognition. UbiComp/ISWC Adjunct 2023: 352-358 - [i7]Ramanathan Rajendiran, Debaditya Roy, Basura Fernando:
Modelling Spatio-Temporal Interactions for Compositional Action Recognition. CoRR abs/2305.02673 (2023) - [i6]Debaditya Roy, Dhruv Verma, Basura Fernando:
ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition. CoRR abs/2307.00586 (2023) - 2022
- [j10]Debaditya Roy
Detection of Collision-Prone Vehicle Behavior at Intersections Using Siamese Interaction LSTM. IEEE Trans. Intell. Transp. Syst. 23(4): 3137-3147 (2022) - [c16]Siyuan Brandon Loh, Debaditya Roy, Basura Fernando:
Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks. CVPR Workshops 2022: 2418-2426 - [c15]Debaditya Roy, Sarunas Girdzijauskas:
Mixing temporal experts for Human Activity Recognition. SAIS 2022: 1-8 - [c14]Debaditya Roy, Vangjush Komini, Sarunas Girdzijauskas:
Out-of-distribution in Human Activity Recognition. SAIS 2022: 1-10 - [c13]Debaditya Roy, Basura Fernando:
Action anticipation using latent goal learning. WACV 2022: 808-816 - [i5]Debaditya Roy, Basura Fernando:
Predicting the Next Action by Modeling the Abstract Goal. CoRR abs/2209.05044 (2022) - [i4]Debaditya Roy, Ramanathan Rajendiran, Basura Fernando:
Interaction Visual Transformer for Egocentric Action Anticipation. CoRR abs/2211.14154 (2022) - 2021
- [j9]Debaditya Roy
Confidence-Calibrated Human Activity Recognition. Sensors 21(19): 6566 (2021) - [j8]Debaditya Roy
Action Anticipation Using Pairwise Human-Object Interactions and Transformers. IEEE Trans. Image Process. 30: 8116-8129 (2021) - [c12]Vinoj Jayasundara, Debaditya Roy, Basura Fernando:
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition. WACV 2021: 3408-3417 - 2020
- [j7]Nazil Perveen
Facial Expression Recognition in Videos Using Dynamic Kernels. IEEE Trans. Image Process. 29: 8316-8325 (2020) - [j6]Inayathullah Ghori
Echocardiogram Analysis Using Motion Profile Modeling. IEEE Trans. Medical Imaging 39(5): 1767-1774 (2020) - [c11]Debaditya Roy
Defining Traffic States using Spatio-temporal Traffic Graphs. ITSC 2020: 1-6 - [i3]Debaditya Roy, K. Naveen Kumar, C. Krishna Mohan:
Defining Traffic States using Spatio-temporal Traffic Graphs. CoRR abs/2008.00827 (2020) - [i2]Vinoj Jayasundara, Debaditya Roy, Basura Fernando:
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition. CoRR abs/2011.03958 (2020)
2010 – 2019
- 2019
- [j5]Debaditya Roy
Unsupervised Universal Attribute Modeling for Action Recognition. IEEE Trans. Multim. 21(7): 1672-1680 (2019) - [c10]Debaditya Roy
Vehicle Trajectory Prediction at Intersections using Interaction based Generative Adversarial Networks. ITSC 2019: 2318-2323 - [i1]Debaditya Roy, Tetsuhiro Ishizaka, C. Krishna Mohan, Atsushi Fukuda:
Detection of Collision-Prone Vehicle Behavior at Intersections using Siamese Interaction LSTM. CoRR abs/1912.04801 (2019) - 2018
- [j4]Debaditya Roy
Snatch theft detection in unconstrained surveillance videos using action attribute modelling. Pattern Recognit. Lett. 108: 56-61 (2018) - [j3]Nazil Perveen
Spontaneous Expression Recognition Using Universal Attribute Model. IEEE Trans. Image Process. 27(11): 5575-5584 (2018) - [c9]Debaditya Roy
Action Recognition Based on Discriminative Embedding of Actions Using Siamese Networks. ICIP 2018: 3473-3477 - [c8]Debaditya Roy
Tracking rapid body deformation using sparse representation of deep features. ICVGIP 2018: 70:1-70:7 - 2017
- [j2]Dinesh Singh
DiP-SVM : Distribution Preserving Kernel Support Vector Machine for Big Data. IEEE Trans. Big Data 3(1): 79-90 (2017) - [c7]Debaditya Roy
Action-vectors: Unsupervised movement modeling for action recognition. ICASSP 2017: 1602-1606 - [c6]Alexandre van Kempen, Teodor Crivat, Benjamin Trubert, Debaditya Roy, Guillaume Pierre:
MEC-ConPaaS: An Experimental Single-Board Based Mobile Edge Cloud. MobileCloud 2017: 17-24 - 2016
- [j1]Debaditya Roy
Sparsity-inducing dictionaries for effective action classification. Pattern Recognit. 59: 55-62 (2016) - [c5]M. Srinivas, Debaditya Roy
Discriminative feature extraction from X-ray images using deep convolutional neural networks. ICASSP 2016: 917-921 - 2015
- [c4]Debaditya Roy
Feature selection using Deep Neural Networks. IJCNN 2015: 1-6 - [c3]Debaditya Roy
Sparsifying Dense Features for Action Classification. PerMIn 2015: 211-217 - 2014
- [c2]M. Srinivas, Debaditya Roy
Learning sparse dictionaries for music and speech classification. DSP 2014: 673-675 - [c1]M. Srinivas, Debaditya Roy
Music genre classification using On-line Dictionary Learning. IJCNN 2014: 1937-1941
Coauthor Index
aka: Chalavadi Krishna Mohan
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