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ORCIDSumantra Dutta Roy
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2020 – today
- 2024
[j23]Indu Joshi
, Tushar Prakash, Rohit Kumar, Antitza Dantcheva, Sumantra Dutta Roy, Prem Kumar Kalra:
Unsupervised domain alignment of fingerprint denoising models using pseudo annotations. Multim. Tools Appl. 83(13): 38167-38192 (2024)- [j22]Suryaka Suresh, Bishshoy Das, Vinayak Abrol, Sumantra Dutta Roy:
On characterizing the evolution of embedding space of neural networks using algebraic topology. Pattern Recognit. Lett. 179: 165-171 (2024) - [j21]Bidisha Dhara, Monika Agrawal, Sumantra Dutta Roy:
Multi-class classification using quantum transfer learning. Quantum Inf. Process. 23(2): 34 (2024) - [j20]Gaurav Jaswal, Aman Verma, Sumantra Dutta Roy, Raghavendra Ramachandra:
Learning Joint Local-Global Iris Representations via Spatial Calibration for Generalized Presentation Attack Detection. IEEE Trans. Biom. Behav. Identity Sci. 6(2): 195-208 (2024) - [c48]Aman Verma, Gaurav Jaswal, Seshan Srirangarajan, Sumantra Dutta Roy:
Quantifying Biometric Characteristics of Hand Gestures Through Feature Space Probing and Identity-Level Cross-Gesture Disentanglement. FG 2024: 1-9 - 2023
- [j19]Milton Mondal, Bishshoy Das, Brejesh Lall, Pushpendra Singh, Sumantra Dutta Roy, Shiv Dutt Joshi:
Feature independent Filter Pruning by Successive Layers analysis. Comput. Vis. Image Underst. 236: 103828 (2023) - [j18]Bishshoy Das, Sumantra Dutta Roy:
Edge-Aware Image Super-Resolution Using a Generative Adversarial Network. SN Comput. Sci. 4(2): 146 (2023) - [c47]Bishshoy Das, Milton Mondal, Brejesh Lall, Shiv Dutt Joshi, Sumantra Dutta Roy:
Altering Backward Pass Gradients to Improve Convergence (S). SEKE 2023: 481-486 - [i7]Suryaka Suresh, Bishshoy Das, Vinayak Abrol, Sumantra Dutta Roy:
On Characterizing the Evolution of Embedding Space of Neural Networks using Algebraic Topology. CoRR abs/2311.04592 (2023) - 2022
- [b1]Abdullah Aamir Hayat, Shraddha Chaudhary, Riby Abraham Boby, Arun Dayal Udai, Sumantra Dutta Roy, Subir Kumar Saha, Santanu Chaudhury:
Vision Based Identification and Force Control of Industrial Robots. Springer 2022, ISBN 978-981-16-6989-7, pp. 1-178 - [j17]Milton Mondal, Bishshoy Das, Sumantra Dutta Roy, Pushpendra Singh, Brejesh Lall, Shiv Dutt Joshi:
Adaptive CNN filter pruning using global importance metric. Comput. Vis. Image Underst. 222: 103511 (2022) - [j16]Indu Joshi, Ayush Utkarsh, Pravendra Singh, Antitza Dantcheva, Sumantra Dutta Roy, Prem Kumar Kalra:
On restoration of degraded fingerprints. Multim. Tools Appl. 81(24): 35349-35377 (2022) - [c46]Bishshoy Das, Sumantra Dutta Roy:
Knowledge Diversification in Ensembles of Identical Neural Networks. BMVC 2022: 798 - [c45]Tatyana Tsoy, Ramil Safin, Edgar A. Martínez-García, Sumantra Dutta Roy, Subir Kumar Saha, Evgeni Magid:
Exhaustive Simulation Approach for a Virtual Camera Calibration Evaluation in Gazebo. ICARA 2022: 233-238 - 2021
- [j15]Ambika Sharma, Monika Agrawal, Sumantra Dutta Roy, Vivek Gupta, Praveen Vashist, Talvir Sidhu:
Deep learning to diagnose Peripapillary Atrophy in retinal images along with statistical features. Biomed. Signal Process. Control. 64: 102254 (2021) - [c44]Ruslan Safin, Roman Lavrenov, Tatyana Tsoy, Evgeni Magid, Mikhail M. Svinin, Sumantra Dutta Roy, Subir Kumar Saha:
Prioritizing Tasks Within a Robotic Transportation System for a Smart Hospital Environment. ICR 2021: 182-193 - [c43]Indu Joshi, Ayush Utkarsh, Riya Kothari, Vinod K. Kurmi, Antitza Dantcheva, Sumantra Dutta Roy, Prem Kumar Kalra:
Data Uncertainty Guided Noise-aware Preprocessing Of Fingerprints. IJCNN 2021: 1-8 - [c42]Indu Joshi, Ayush Utkarsh, Riya Kothari, Vinod K. Kurmi, Antitza Dantcheva, Sumantra Dutta Roy, Prem Kumar Kalra:
Sensor-invariant Fingerprint ROI Segmentation Using Recurrent Adversarial Learning. IJCNN 2021: 1-8 - [c41]Indu Joshi, Riya Kothari, Ayush Utkarsh, Vinod K. Kurmi, Antitza Dantcheva, Sumantra Dutta Roy, Prem Kumar Kalra:
Explainable Fingerprint ROI Segmentation Using Monte Carlo Dropout. WACV (Workshops) 2021: 60-69 - [i6]Indu Joshi, Ayush Utkarsh, Riya Kothari, Vinod K. Kurmi, Antitza Dantcheva, Sumantra Dutta Roy, Prem Kumar Kalra:
Data Uncertainty Guided Noise-aware Preprocessing Of Fingerprints. CoRR abs/2107.01248 (2021) - [i5]Indu Joshi, Ayush Utkarsh, Riya Kothari, Vinod K. Kurmi, Antitza Dantcheva, Sumantra Dutta Roy, Prem Kumar Kalra:
Sensor-invariant Fingerprint ROI Segmentation Using Recurrent Adversarial Learning. CoRR abs/2107.01361 (2021) - [i4]Gaurav Jaswal, Aman Verma, Sumantra Dutta Roy, Raghavendra Ramachandra:
DFCANet: Dense Feature Calibration-Attention Guided Network for Cross Domain Iris Presentation Attack Detection. CoRR abs/2111.00919 (2021) - [i3]Bishshoy Das, Milton Mondal, Brejesh Lall, Shiv Dutt Joshi, Sumantra Dutta Roy:
Softmax Gradient Tampering: Decoupling the Backward Pass for Improved Fitting. CoRR abs/2111.12495 (2021) - 2020
- [c40]Gaurav Jaswal, Seshan Srirangarajan, Sumantra Dutta Roy:
Range-Doppler Hand Gesture Recognition Using Deep Residual-3DCNN with Transformer Network. ICPR Workshops (6) 2020: 759-772
2010 – 2019
- 2019
- [c39]Shraddha Chaudhary, Shobhit Zakhami, Sumantra Dutta Roy:
Visual Feedback based Trajectory Planning to Pick an Object and Manipulation using Deep learning. AIR 2019: 22:1-22:6 - [c38]Aditya Jain, Hardeep Singh, Riby Abraham Boby, Subir Kumar Saha, Swagat Kumar, Sumantra Dutta Roy:
Repeatability measurement and kinematic identification of LBR iiwa 7 R800 using monocular camera. AIR 2019: 23:1-23:6 - [c37]Indu Joshi, Adithya Anand, Mayank Vatsa, Richa Singh, Sumantra Dutta Roy, Prem Kalra:
Latent Fingerprint Enhancement Using Generative Adversarial Networks. WACV 2019: 895-903 - 2018
- [j14]R. Prashanth, Sumantra Dutta Roy:
Early detection of Parkinson's disease through patient questionnaire and predictive modelling. Int. J. Medical Informatics 119: 75-87 (2018) - [j13]R. Prashanth, Sumantra Dutta Roy:
Novel and improved stage estimation in Parkinson's disease using clinical scales and machine learning. Neurocomputing 305: 78-103 (2018) - [j12]Mithilesh Kumar Jha, Ravi Chaudhary, Sumantra Dutta Roy, Mona Mathur, Brejesh Lall:
Restricted affine motion compensation and estimation in video coding with particle filtering and importance sampling: a multi-resolution approach. Multim. Syst. 24(3): 271-284 (2018) - [e1]Renu Rameshan, Chetan Arora, Sumantra Dutta Roy:
Computer Vision, Pattern Recognition, Image Processing, and Graphics - 6th National Conference, NCVPRIPG 2017, Mandi, India, December 16-19, 2017, Revised Selected Papers. Communications in Computer and Information Science 841, Springer 2018, ISBN 978-981-13-0019-6 [contents] - 2017
- [j11]Prashanth Ravindran, Sumantra Dutta Roy, Pravat K. Mandal, Shantanu Ghosh:
High-Accuracy Classification of Parkinson's Disease Through Shape Analysis and Surface Fitting in 123I-Ioflupane SPECT Imaging. IEEE J. Biomed. Health Informatics 21(3): 794-802 (2017) - [i2]R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal, Shantanu Ghosh:
High Accuracy Classification of Parkinson's Disease through Shape Analysis and Surface Fitting in 123I-Ioflupane SPECT Imaging. CoRR abs/1703.01526 (2017) - 2016
- [j10]R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal, Shantanu Ghosh:
High-Accuracy Detection of Early Parkinson's Disease through Multimodal Features and Machine Learning. Int. J. Medical Informatics 90: 13-21 (2016) - [c36]Mayank Roy, Riby Abraham Boby, Shraddha Chaudhary, Santanu Chaudhury, Sumantra Dutta Roy, Subir Kumar Saha:
Pose estimation of texture-less cylindrical objects in bin picking using sensor fusion. IROS 2016: 2279-2284 - [i1]Anukriti Bansal, Sumantra Dutta Roy, Gaurav Harit:
Extraction of Layout Entities and Sub-layout Query-based Retrieval of Document Images. CoRR abs/1609.02687 (2016) - 2015
- [j9]Mithilesh Kumar Jha, Sumantra Dutta Roy, Brejesh Lall:
DEMD-based video coding for textured videos in an H.264/MPEG framework. Pattern Recognit. Lett. 51: 30-36 (2015) - [j8]Sumantra Dutta Roy, Kavita Bhardwaj, Rhishabh Garg, Santanu Chaudhury:
Camera-based document image matching using multi-feature probabilistic information fusion. Pattern Recognit. Lett. 58: 42-50 (2015) - [c35]Shraddha Chaudhary, Ratan Sadanand, Sumantra Dutta Roy, Santanu Chaudhury:
Pose estimation of a tilted pellet using single view from robot mounted camera. AIR 2015: 53:1-53:6 - [c34]Noopur A. Bhalchandra, Ravindran Prashanth, Sumantra Dutta Roy, Santosh B. Noronha:
Early detection of Parkinson's disease through shape based features from 123I-Ioflupane SPECT imaging. ISBI 2015: 963-966 - [c33]Arvind Sharma, Shraddha Chaudhary, Sumantra Dutta Roy, Prakash Chand:
Three dimensional reconstruction of cylindrical pellet using stereo vision. NCVPRIPG 2015: 1-4 - 2014
- [j7]R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal, Shantanu Ghosh:
Automatic classification and prediction models for early Parkinson's disease diagnosis from SPECT imaging. Expert Syst. Appl. 41(7): 3333-3342 (2014) - [c32]Anukriti Bansal, Santanu Chaudhury, Sumantra Dutta Roy, J. B. Srivastava:
Newspaper Article Extraction Using Hierarchical Fixed Point Model. Document Analysis Systems 2014: 257-261 - [c31]R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal, Shantanu Ghosh:
Parkinson's disease detection using olfactory loss and REM sleep disorder features. EMBC 2014: 5764-5767 - [c30]Anukriti Bansal, Gaurav Harit, Sumantra Dutta Roy:
Table Extraction from Document Images using Fixed Point Model. ICVGIP 2014: 67:1-67:8 - 2013
- [c29]Punit Tiwan, Riby Abraham Boby, Sumantra Dutta Roy, Santanu Chaudhury, Subir Kumar Saha:
Cylindrical Pellet Pose Estimation in Clutter using a Single Robot Mounted Camera. AIR 2013: 53:1-53:6 - [c28]Ritu Garg, Anukriti Bansal, Santanu Chaudhury, Sumantra Dutta Roy:
Text graphic separation in Indian newspapers. MOCR@ICDAR 2013: 13:1-13:5 - [c27]Kavita Bhardwaj, Santanu Chaudhury, Sumantra Dutta Roy:
Augmented paper system: A framework for User's Personalized Workspace. NCVPRIPG 2013: 1-4 - [c26]Adersh Miglani, Sumantra Dutta Roy, Santanu Chaudhury, J. B. Srivastava:
Complete visual metrology using relative affine structure. NCVPRIPG 2013: 1-4 - [c25]Adersh Miglani, Sumantra Dutta Roy, Santanu Chaudhury, J. B. Srivastava:
Symmetry based 3D reconstruction of repeated cylinders. NCVPRIPG 2013: 1-4 - [c24]R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal, Shantanu Ghosh:
Surface fitting in SPECT imaging useful for detecting Parkinson's Disease and Scans Without Evidence of Dopaminergic Deficit. NCVPRIPG 2013: 1-4 - 2012
- [c23]Kavita Bhardwaj, Santanu Chaudhury, Sumantra Dutta Roy:
An empirical intrinsic mode based characterization of Indian scripts. DAR@ICVGIP 2012: 120-123 - [c22]Akhil Bansal, Santanu Chaudhary, Sumantra Dutta Roy:
A Novel LDA and HMM-Based Technique for Emotion Recognition from Facial Expressions. MPRSS 2012: 19-26 - [c21]Amit Singhal, Santanu Chaudhury, Sumantra Dutta Roy:
Shiksha: A Novel Architecture for Tele-teaching Using Handwriting as a Perceptually Significant Temporal Media. PerMIn 2012: 137-144 - 2011
- [c20]Santanu Chaudhury, Shantanu Ghosh, Amrita Basu, Brejesh Lall, Sumantra Dutta Roy, Lopamudra Choudhury, R. Prashanth, Ashish Singh, Amit Maniyar:
Perception-Based Design for Tele-presence. PReMI 2011: 154-159 - 2010
- [c19]Manoj Alwani, Ravi Chaudhary, Mona Mathur, Sumantra Dutta Roy, Santanu Chaudhury:
Restricted affine motion compensation in video coding using particle filtering. ICVGIP 2010: 479-484
2000 – 2009
- 2009
- [c18]Subarna Tripathi, Santanu Chaudhury, Sumantra Dutta Roy:
Online Improved Eigen Tracking. ICAPR 2009: 278-281 - [c17]Chandrasekhar Mamidipally, Santosh B. Noronha, Sumantra Dutta Roy:
Automated Identification of Protein Structural Features. PReMI 2009: 171-176 - [c16]Santanu Chaudhury, Megha Jindal, Sumantra Dutta Roy:
Model-Guided Segmentation and Layout Labelling of Document Images Using a Hierarchical Conditional Random Field. PReMI 2009: 375-380 - 2008
- [c15]Santanu Chaudhury, Subarna Tripathi, Sumantra Dutta Roy:
Parametric video compression using appearance space. ICPR 2008: 1-4 - [c14]Nisha Jain, Santanu Chaudhury, Sumantra Dutta Roy, Prasenjit Mukherjee, Krishanu Seal, Kumar Talluri:
A Novel Learning-Based Framework for Detecting Interesting Events in Soccer Videos. ICVGIP 2008: 119-125 - [c13]Sumantra Dutta Roy, Son Dinh Tran, Larry S. Davis, B. Sreenivasa Vikram:
Multi-resolution Tracking in Space and Time. ICVGIP 2008: 352-358 - 2007
- [j6]Kaustubh Patwardhan, Sumantra Dutta Roy:
Hand gesture modelling and recognition involving changing shapes and trajectories, using a Predictive EigenTracker. Pattern Recognit. Lett. 28(3): 329-334 (2007) - [c12]Chandrasekhar Mamidipally, Santosh B. Noronha, Sumantra Dutta Roy:
A Novel Method for Feature Identification of Proteins. BIOCOMP 2007: 392-399 - [c11]Viswanathan Srikrishnan, Subhasis Chaudhuri, Sumantra Dutta Roy, Daniel Sevcovic:
On Stabilisation of Parametric Active Contours. CVPR 2007 - [c10]Viswanathan Srikrishnan, Subhasis Chaudhuri, Sumantra Dutta Roy:
Stabilisation of Active Contours Using Tangential Evolution: An Application to Tracking. ICCTA 2007: 660-664 - 2005
- [j5]Udhav Bhosle, Sumantra Dutta Roy, Subhasis Chaudhuri:
Multispectral panoramic mosaicing. Pattern Recognit. Lett. 26(4): 471-482 (2005) - [j4]Sumantra Dutta Roy, Santanu Chaudhury, Subhashis Banerjee:
Recognizing large isolated 3-D objects through next view planning using inner camera invariants. IEEE Trans. Syst. Man Cybern. Part B 35(2): 282-292 (2005) - 2004
- [j3]Sumantra Dutta Roy, Santanu Chaudhury, Subhashis Banerjee:
Active recognition through next view planning: a survey. Pattern Recognit. 37(3): 429-446 (2004) - [c9]Ketan Barhate, Kaustubh Patwardhan, Sumantra Dutta Roy, Subhasis Chaudhuri, Santanu Chaudhury:
Robust shape based two hand tracker. ICIP 2004: 1017-1020 - [c8]Namita Gupta, Pooja Mittal, Kaustubh Patwardhan, Sumantra Dutta Roy, Santanu Chaudhury, Subhashis Banerjee:
On line predictive appearance-based tracking. ICIP 2004: 1041-1044 - [c7]Sumantra Dutta Roy, Nirupama Kulkarni:
Active 3-D Object Recognition Using Appearance-Based Aspect Graphs. ICVGIP 2004: 40-45 - [c6]P. Madhusoodhanan, Sumantra Dutta Roy:
Robust Fingerprint Classification Using An Eigen Block Directional Approach. ICVGIP 2004: 605-610 - [c5]Kaustubh Patwardhan, Sumantra Dutta Roy:
Dynamic Hand Gesture Recognition Using Predictive Eigen Tracker. ICVGIP 2004: 675-680 - [c4]Rintu Boro, Sumantra Dutta Roy:
Fast and Robust Projective Matching for Fingerprints Using Geometric Hashing. ICVGIP 2004: 681-688 - 2003
- [j2]Sumantra Dutta Roy, Santanu Chaudhury, Subhashis Banerjee:
Aspect graph construction with noisy feature detectors. IEEE Trans. Syst. Man Cybern. Part B 33(2): 340-351 (2003) - 2002
- [c3]Namita Gupta, Pooja Mittal, Sumantra Dutta Roy, Santanu Chaudhury, Subhashis Banerjee:
CONDENSATION-Based Predictive EigenTracking. ICVGIP 2002 - 2001
- [c2]Sumantra Dutta Roy, Santanu Chaudhury, Subhashis Banerjee:
Recognizing Large 3-D Objects through Next View Planning using an Uncalibrated Camera. ICCV 2001: 276-281 - 2000
- [j1]Sumantra Dutta Roy, Santanu Chaudhury, Subhashis Banerjee:
Isolated 3D object recognition through next view planning. IEEE Trans. Syst. Man Cybern. Part A 30(1): 67-76 (2000)
1990 – 1999
- 1999
- [c1]Michael Werman, MaoLin Qiu, Subhashis Banerjee, Sumantra Dutta Roy:
Robot Localization using Uncalibrated Camera Invariants. CVPR 1999: 2353-2359
Coauthor Index
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