Debdoot Sheet

发表

Statistical tools for evaluating classification efficacy of feature extraction techniques

Ajoy Kumar Ray, Manjunatha Mahadevappa, Vikram Venkatraghavan, 2010, International Conference on Digital Image Processing.

Jointly Learning Convolutional Representations to Compress Radiological Images and Classify Thoracic Diseases in the Compressed Domain

Debdoot Sheet, Aupendu Kar, Ekagra Ranjan, 2018, ICVGIP.

Adversarially Trained Deep Neural Semantic Hashing Scheme for Subjective Search in Fashion Inventory pdf

Debdoot Sheet, Saket Singh, Mithun Dasgupta, 2019, ArXiv.

Significance of Residual Learning and Boundary Weighted Loss in Ischaemic Stroke Lesion Segmentation

Debdoot Sheet, Ronnie Rajan, Rachana Sathish, 2019 .

Multiple instance learning of deep convolutional neural networks for breast histopathology whole slide classification

Abhijit Guha Roy, Sailesh Conjeti, Debdoot Sheet, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography

Nassir Navab, Pranab K. Dutta, Abhijit Guha Roy, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

DASA: Domain adaptation in stacked autoencoders using systematic dropout

Abhijit Guha Roy, Debdoot Sheet, 2015, 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR).

Mutually coherent structural representation for image registration through joint manifold embedding and alignment

Nassir Navab, Sailesh Conjeti, Mehmet Yigitsoy, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report pdf

Shiliang Pu, Qi Liu, Yangsheng Xu, 2020, ArXiv.

Anatomical Structure Segmentation in Ultrasound Volumes Using Cross Frame Belief Propagating Iterative Random Walks

Pabitra Mitra, Alfredo Illanes, Michael Friebe, 2019, IEEE Journal of Biomedical and Health Informatics.

Toward a Comprehensive Cure: Digital information and communication technology is helping to meet health care challenges in India.

Debdoot Sheet, 2016, IEEE Pulse.

Learning of speckle statistics for in vivo and noninvasive characterization of cutaneous wound regions using laser speckle contrast imaging.

Manjunatha Mahadevappa, Debdoot Sheet, Kausik Basak, 2016, Microvascular research.

Assessment of Despeckle Filters in Optical

Jyotirmoy Chatterjee, Ajoy Kumar Ray, Debdoot Sheet, 2010 .

A Two-Stage Multiple Instance Learning Framework for the Detection of Breast Cancer in Mammograms

Nirmalya Ghosh, Arunava Chakravarty, Debdoot Sheet, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Methods and System for Segmentation of Isolated Nuclei in Microscopic Breast Fine Needle Aspiration Cytology Images

Ajoy Kumar Ray, Manjunatha Mahadevappa, Debdoot Sheet, 2016, ICVGIP Workshops.

Volume visualization approach for depth-of-field extension in digital pathology

Jyotirmoy Chatterjee, Manjunatha Mahadevappa, Ajoy K. Ray, 2011, 2011 4th International Congress on Image and Signal Processing.

Immersive augmented reality system for assisting needle positioning during ultrasound guided intervention

Debdoot Sheet, Jyotirmoy Chatterjee, Praveen Kumar Kanithi, 2016, ICVGIP '16.

Deep neural network and random forest hybrid architecture for learning to detect retinal vessels in fundus images

Pabitra Mitra, Debapriya Maji, Debdoot Sheet, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Deep neural ensemble for retinal vessel segmentation in fundus images towards achieving label-free angiography

Prabir Kumar Biswas, Abhijit Guha Roy, Avisek Lahiri, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Learning Decision Ensemble using a Graph Neural Network for Comorbidity Aware Chest Radiograph Screening

Nirmalya Ghosh, Arunava Chakravarty, Debdoot Sheet, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Detection of retinal vessels in fundus images through transfer learning of tissue specific photon interaction statistical physics

Ajoy Kumar Ray, Sailesh Conjeti, Debdoot Sheet, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

An unsupervised approach for overlapping cervical cell cytoplasm segmentation

Aurobinda Routray, Pranav Kumar, Debdoot Sheet, 2016, 2016 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES).

Feature Usability Index and Optimal Feature Subset Selection

Jyotirmoy Chatterjee, Debdoot Sheet, Hrushikesh Garud, 2010 .

Random forest learning of ultrasonic statistical physics and object spaces for lesion detection in 2D sonomammography

Nassir Navab, Peter B. Noël, Ajoy Kumar Ray, 2013, Medical Imaging.

Ultracompression: Framework For High Density Compression Of Ultrasound Volumes Using Physics Modeling Deep Neural Networks

Pabitra Mitra, Mukundhan Srinivasan, Debdoot Sheet, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Lung Segmentation and Nodule Detection in Computed Tomography Scan using a Convolutional Neural Network Trained Adversarially using Turing Test Loss

Debdoot Sheet, Ramanathan Sethuraman, Rakshith Sathish, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization

Nassir Navab, Abhijit Guha Roy, Sailesh Conjeti, 2016, Medical Image Anal..

In situ histology of mice skin through transfer learning of tissue energy interaction in optical coherence tomography

Nassir Navab, Jyotirmoy Chatterjee, Ajoy K. Ray, 2013 .

High-Magnification Multi-views Based Classification of Breast Fine Needle Aspiration Cytology Cell Samples Using Fusion of Decisions from Deep Convolutional Networks

Arindam Ghosh, Ajoy Kumar Ray, Manjunatha Mahadevappa, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Classifying histopathology whole-slides using fusion of decisions from deep convolutional network on a collection of random multi-views at multi-magnification

Abhijit Guha Roy, Debdoot Sheet, Jyotirmoy Chatterjee, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Object detection technique for malaria parasite in thin blood smear images

Tripti Swarnkar, Debdoot Sheet, Priyadarshini Adyasha Pattanaik, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks

Nassir Navab, Pranab K. Dutta, Abhijit Guha Roy, 2016, IEEE Journal of Biomedical and Health Informatics.

Identification of Cervical Pathology using Adversarial Neural Networks pdf

Debdoot Sheet, Abhilash Nandy, Rachana Sathish, 2020, ArXiv.

Brightness preserving dynamic fuzzy histogram equalization

Manjunatha Mahadevappa, Debdoot Sheet, Amit Suveer, 2010, IEEE Transactions on Consumer Electronics.

Segmentation of Lumen and External Elastic Laminae in Intravascular Ultrasound Images Using Ultrasonic Backscattering Physics Initialized Multiscale Random Walks

Pabitra Mitra, Debdoot Sheet, Debarghya China, 2016, ICVGIP Workshops.

Phase Identification and Workflow Modeling in Laparoscopy Surgeries Using Temporal Connectionism of Deep Visual Residual Abstractions

Debdoot Sheet, Rachana Sathish, Kaustuv Mishra, 2019, Handbook of Deep Learning Applications.

Adversarially Trained Convolutional Neural Networks for Semantic Segmentation of Ischaemic Stroke Lesion using Multisequence Magnetic Resonance Imaging

Nirmalya Ghosh, Debdoot Sheet, Ronnie Rajan, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound

Nassir Navab, Peter B. Noël, Ajoy Kumar Ray, 2014, Medical Image Anal..

Simulating patho-realistic ultrasound images using deep generative networks with adversarial learning

Debdoot Sheet, Francis Tom, Debdoot Sheet, 2017, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

SUMNet: Fully Convolutional Model For Fast Segmentation of Anatomical Structures in Ultrasound Volumes

Pabitra Mitra, Debdoot Sheet, Debarghya China, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Learning A Deep Convolution Network with Turing Test Adversaries for Microscopy Image Super Resolution

Himanshu Sharma, Debdoot Sheet, Francis Tom, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

A Deep Convolutional Neural Network Based Classification Of Multi-Class Motor Imagery With Improved Generalization

Sudipta Ghosh, Manjunatha Mahadevappa, Debdoot Sheet, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

CHAOS Challenge - Combined (CT-MR) Healthy Abdominal Organ Segmentation

Andreas Nürnberger, Oliver Speck, Pierre-Henri Conze, 2020, Medical Image Anal..

Multitask Learning of Temporal Connectionism in Convolutional Networks using a Joint Distribution Loss Function to Simultaneously Identify Tools and Phase in Surgical Videos pdf

Debdoot Sheet, Rachana Sathish, Shanka Subhra Mondal, 2019, ArXiv.

Detection of Breast Cancer From Whole Slide Histopathological Images Using Deep Multiple Instance CNN

Jyotirmoy Chatterjee, Debdoot Sheet, Kausik Das, 2020, IEEE Access.

Fully Convolutional Model for Variable Bit Length and Lossy High Density Compression of Mammograms pdf

Nirmalya Ghosh, Debdoot Sheet, Aupendu Kar, 2018, CVPR Workshops.

Limitations with measuring performance of techniques for abnormality localization in surveillance video and how to overcome them?

Prabir Kumar Biswas, Sayan Sarcar, Manoj Kumar Sharma, 2016, ICVGIP '16.

Learning Latent Temporal Connectionism of Deep Residual Visual Abstractions for Identifying Surgical Tools in Laparoscopy Procedures

Debdoot Sheet, Rachana Sathish, Kaustuv Mishra, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Learning with Multitask Adversaries using Weakly Labelled Data for Semantic Segmentation in Retinal Images

Oindrila Saha, Debdoot Sheet, Rachana Sathish, 2019, MIDL.

An Electroencephalogram Signal based Triggering Circuit for controlling Hand Grasp in Neuroprosthetics

M. Manjunatha, Debdoot Sheet, G. Karthikeyan, 2009 .

Hunting for necrosis in the shadows of intravascular ultrasound

Nassir Navab, Peter B. Noël, Ajoy Kumar Ray, 2014, Comput. Medical Imaging Graph..

Learning scale-space representation of nucleus for accurate localization and segmentation of epithelial squamous nuclei in cervical smears

Debjani Chakraborty, Ajoy Kumar Ray, Manjunatha Mahadevappa, 2014, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Image Embedding for Detecting Irregularity

Prabir Kumar Biswas, Manoj Kumar Sharma, Debdoot Sheet, 2018, CVIP.

Probabilistic graphical modeling of speckle statistics in laser speckle contrast imaging for noninvasive and label-free retinal angiography

Pranab K. Dutta, Manjunatha Mahadevappa, Debdoot Sheet, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Tracking of Retinal Microsurgery Tools Using Late Fusion of Responses from Convolutional Neural Network over Pyramidally Decomposed Frames

Debdoot Sheet, Rachana Sathish, Kaustuv Mishra, 2016, ICVGIP Workshops.

Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images pdf

Pabitra Mitra, Debapriya Maji, Debdoot Sheet, 2016, ArXiv.

A generalized framework for stain separation in digital pathology applications

Jyotirmoy Chatterjee, Ajoy K. Ray, Debdoot Sheet, 2016, 2016 IEEE Annual India Conference (INDICON).

Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology

Nassir Navab, Elisa E. Konofagou, Andrew F. Laine, 2012, IEEE Transactions on Biomedical Engineering.

BME trends around the world: from Baby X to frugal technologies, here's what biomedical engineers are excited about in 2015.

Shanbao Tong, Shoaib Bhuiyan, Debdoot Sheet, 2015, IEEE pulse.

Brightness preserving contrast enhancement in digital pathology

Jyotirmoy Chatterjee, Manjunatha Mahadevappa, Ajoy K. Ray, 2011, 2011 International Conference on Image Information Processing.

Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data pdf

Nassir Navab, Christian Wachinger, Abhijit Guha Roy, 2017, MICCAI.

Abnormality Detecting Deep Belief Network

Prabir Kumar Biswas, Manoj Kumar Sharma, Debdoot Sheet, 2016 .

ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network

Nassir Navab, Christian Wachinger, Abhijit Guha Roy, 2017, Biomedical optics express.

Semantic Segmentation, Detection AND Localisation of Mucosal Lesions from Gastrointestinal Endoscopic Images Using SUMNET

Rajiv Kumar, Debdoot Sheet, Velmurugan Balasubramanian, 2020, EndoCV@ISBI.

Unsupervised Segmentation of Overlapping Cervical Cell Cytoplasm pdf

Debdoot Sheet, S. L. Happy, Swarnadip Chatterjee, 2015, ArXiv.

Unit Impulse Response as an Explainer of Redundancy in a Deep Convolutional Neural Network

Debdoot Sheet, Rachana Sathish, R. Sathish, 2019, CVPR Workshops.

Landscaping of random forests through controlled deforestation

Jyotirmoy Chatterjee, Debdoot Sheet, Kausik Das, 2016, 2016 Twenty Second National Conference on Communication (NCC).

A Systematic Search over Deep Convolutional Neural Network Architectures for Screening Chest Radiographs

Nirmalya Ghosh, Arunava Chakravarty, Debdoot Sheet, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Fully Convolutional Neural Network for Semantic Segmentation of Anatomical Structure and Pathologies in Colour Fundus Images Associated with Diabetic Retinopathy pdf

Oindrila Saha, Debdoot Sheet, Rachana Sathish, 2019, ArXiv.

Deep learning of tissue specific speckle representations in optical coherence tomography and deeper exploration for in situ histology

Nassir Navab, Ajoy Kumar Ray, Debdoot Sheet, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Zero-Shot Adaptation to Simulate 3D Ultrasound Volume by Learning a Multilinear Separable 2D Convolutional Neural Network

Debdoot Sheet, Anand Mooga, Ramanathan Sethuraman, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Introducing nuclei scatterer patterns into histology based intravascular ultrasound simulation framework

Nassir Navab, Ernst J. Rummeny, Peter B. Noël, 2013, Medical Imaging.

Transfer learning of tissue photon interaction in optical coherence tomography towardsin vivo histology of the oral mucosa

Nassir Navab, Satarupa Banerjee, Amita Giri, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Deformable registration of immunofluorescence and histology using iterative cross-modal propagation

Nassir Navab, Sailesh Conjeti, Tingying Peng, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Realization and simulation of the hardware for RFID system and its performance study

Atul Kumar, Samrat Dasgupta, Debdoot Sheet, 2007 .

Deep Neural Architecture for Localization and Tracking of Surgical Tools in Cataract Surgery

Debdoot Sheet, Rachana Sathish, Neha Banerjee, 2019 .

IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]

Shiliang Pu, Fan Feng, Qi Liu, 2020, IEEE Robotics Autom. Mag..

Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment

Nassir Navab, Pranab K. Dutta, Abhijit Guha Roy, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Evaluation of Commonly Used Algorithms for Thyroid Ultrasound Images Segmentation and Improvement Using Machine Learning Approaches

Alfredo Illanes, Michael Friebe, Debdoot Sheet, 2018, Journal of healthcare engineering.

Distill DSM: Computationally efficient method for segmentation of medical imaging volumes

Debdoot Sheet, Vidit Goel, Harsh Maheshwari, 2021, MIDL.

Federated Learning for Site Aware Chest Radiograph Screening

Arunava Chakravarty, Debdoot Sheet, Ramanathan Sethuraman, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Local instance and context dictionary-based detection and localization of abnormalities

Prabir Kumar Biswas, Manoj Kumar Sharma, Debdoot Sheet, 2021, Machine Vision and Applications.

Learning to Generate Missing Pulse Sequence in MRI using Deep Convolution Neural Network Trained with Visual Turing Test

Debdoot Sheet, Anurima Patra, Garima Suman, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Simultaneous localization and classification of acute lymphoblastic leukemic cells in peripheral blood smears using a deep convolutional network with average pooling layer

Debdoot Sheet, Arna Ghosh, Debdoot Sheet, 2017, 2017 IEEE International Conference on Industrial and Information Systems (ICIIS).

Visual importance pooling for image quality assessment of despeckle filters in Optical Coherence Tomography

Jyotirmoy Chatterjee, Ajoy K. Ray, Debdoot Sheet, 2010, 2010 International Conference on Systems in Medicine and Biology.

Image quality assessment for performance evaluation of despeckle filters in Optical Coherence Tomography of human skin

Jyotirmoy Chatterjee, Ajoy K. Ray, Debdoot Sheet, 2010, 2010 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES).

On the Fly Segmentation of Intravascular Ultrasound Images Powered by Learning of Backscattering Physics

Pabitra Mitra, Debdoot Sheet, Debarghya China, 2018 .

Correction: Global spectral and local molecular connects for optical coherence tomography features to classify oral lesions towards unravelling quantitative imaging biomarkers

Satarupa Banerjee, Jyotirmoy Chatterjee, Debdoot Sheet, 2016 .