Sumantra Dutta Roy

According to our database1, Sumantra Dutta Roy authored at least 63 papers between 1999 and 2021.

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Bibliography

2021
Softmax Gradient Tampering: Decoupling the Backward Pass for Improved Fitting.
CoRR, 2021

DFCANet: Dense Feature Calibration-Attention Guided Network for Cross Domain Iris Presentation Attack Detection.
CoRR, 2021

Deep learning to diagnose Peripapillary Atrophy in retinal images along with statistical features.
Biomed. Signal Process. Control., 2021

Explainable Fingerprint ROI Segmentation Using Monte Carlo Dropout.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

Sensor-invariant Fingerprint ROI Segmentation Using Recurrent Adversarial Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021

Data Uncertainty Guided Noise-aware Preprocessing Of Fingerprints.
Proceedings of the International Joint Conference on Neural Networks, 2021

Prioritizing Tasks Within a Robotic Transportation System for a Smart Hospital Environment.
Proceedings of the Interactive Collaborative Robotics - 6th International Conference, 2021

2020
Range-Doppler Hand Gesture Recognition Using Deep Residual-3DCNN with Transformer Network.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Latent Fingerprint Enhancement Using Generative Adversarial Networks.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Repeatability measurement and kinematic identification of LBR iiwa 7 R800 using monocular camera.
Proceedings of the AIR 2019: Advances in Robotics 2019, Chennai, India, July 2-6, 2019, 2019

Visual Feedback based Trajectory Planning to Pick an Object and Manipulation using Deep learning.
Proceedings of the AIR 2019: Advances in Robotics 2019, Chennai, India, July 2-6, 2019, 2019

2018
Restricted affine motion compensation and estimation in video coding with particle filtering and importance sampling: a multi-resolution approach.
Multim. Syst., 2018

Novel and improved stage estimation in Parkinson's disease using clinical scales and machine learning.
Neurocomputing, 2018

Early detection of Parkinson's disease through patient questionnaire and predictive modelling.
Int. J. Medical Informatics, 2018

2017
High-Accuracy Classification of Parkinson's Disease Through Shape Analysis and Surface Fitting in 123I-Ioflupane SPECT Imaging.
IEEE J. Biomed. Health Informatics, 2017

High Accuracy Classification of Parkinson's Disease through Shape Analysis and Surface Fitting in <sup>123</sup>I-Ioflupane SPECT Imaging.
CoRR, 2017

2016
High-Accuracy Detection of Early Parkinson's Disease through Multimodal Features and Machine Learning.
Int. J. Medical Informatics, 2016

Extraction of Layout Entities and Sub-layout Query-based Retrieval of Document Images.
CoRR, 2016

Pose estimation of texture-less cylindrical objects in bin picking using sensor fusion.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

2015
Camera-based document image matching using multi-feature probabilistic information fusion.
Pattern Recognit. Lett., 2015

DEMD-based video coding for textured videos in an H.264/MPEG framework.
Pattern Recognit. Lett., 2015

Three dimensional reconstruction of cylindrical pellet using stereo vision.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Early detection of Parkinson's disease through shape based features from <sup>123</sup>I-Ioflupane SPECT imaging.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Pose estimation of a tilted pellet using single view from robot mounted camera.
Proceedings of the 2015 Conference on Advances In Robotics, 2015

2014
Automatic classification and prediction models for early Parkinson's disease diagnosis from SPECT imaging.
Expert Syst. Appl., 2014

Table Extraction from Document Images using Fixed Point Model.
Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Parkinson's disease detection using olfactory loss and REM sleep disorder features.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Newspaper Article Extraction Using Hierarchical Fixed Point Model.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013
Surface fitting in SPECT imaging useful for detecting Parkinson's Disease and Scans Without Evidence of Dopaminergic Deficit.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Symmetry based 3D reconstruction of repeated cylinders.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Complete visual metrology using relative affine structure.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Augmented paper system: A framework for User's Personalized Workspace.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Text graphic separation in Indian newspapers.
Proceedings of the 4th International Workshop on Multilingual OCR, 2013

Cylindrical Pellet Pose Estimation in Clutter using a Single Robot Mounted Camera.
Proceedings of the Advances In Robotics 2013, 2013

2012
Shiksha: A Novel Architecture for Tele-teaching Using Handwriting as a Perceptually Significant Temporal Media.
Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

A Novel LDA and HMM-Based Technique for Emotion Recognition from Facial Expressions.
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2012

An empirical intrinsic mode based characterization of Indian scripts.
Proceedings of the Proceeding of the workshop on Document Analysis and Recognition, 2012

2011
Perception-Based Design for Tele-presence.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

2010
Restricted affine motion compensation in video coding using particle filtering.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

2009
Automated Identification of Protein Structural Features.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Model-Guided Segmentation and Layout Labelling of Document Images Using a Hierarchical Conditional Random Field.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Online Improved Eigen Tracking.
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

2008
Multi-resolution Tracking in Space and Time.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

A Novel Learning-Based Framework for Detecting Interesting Events in Soccer Videos.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Parametric video compression using appearance space.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Hand gesture modelling and recognition involving changing shapes and trajectories, using a Predictive EigenTracker.
Pattern Recognit. Lett., 2007

Stabilisation of Active Contours Using Tangential Evolution: An Application to Tracking.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

On Stabilisation of Parametric Active Contours.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A Novel Method for Feature Identification of Proteins.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

2005
Recognizing large isolated 3-D objects through next view planning using inner camera invariants.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Multispectral panoramic mosaicing.
Pattern Recognit. Lett., 2005

2004
Active recognition through next view planning: a survey.
Pattern Recognit., 2004

Active 3-D Object Recognition Using Appearance-Based Aspect Graphs.
Proceedings of the ICVGIP 2004, 2004

Dynamic Hand Gesture Recognition Using Predictive Eigen Tracker.
Proceedings of the ICVGIP 2004, 2004

Robust Fingerprint Classification Using An Eigen Block Directional Approach.
Proceedings of the ICVGIP 2004, 2004

Fast and Robust Projective Matching for Fingerprints Using Geometric Hashing.
Proceedings of the ICVGIP 2004, 2004

On line predictive appearance-based tracking.
Proceedings of the 2004 International Conference on Image Processing, 2004

Robust shape based two hand tracker.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Aspect graph construction with noisy feature detectors.
IEEE Trans. Syst. Man Cybern. Part B, 2003

2002
CONDENSATION-Based Predictive EigenTracking.
Proceedings of the ICVGIP 2002, 2002

2001
Recognizing Large 3-D Objects through Next View Planning using an Uncalibrated Camera.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000
Isolated 3D object recognition through next view planning.
IEEE Trans. Syst. Man Cybern. Part A, 2000

1999
Robot Localization using Uncalibrated Camera Invariants.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999


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