Back to Concern Department

Electronics and Electrical Communication Engg.

Faculty

Amitabha Bhattacharya

Amitalok Jayant Budkuley

Aniket Singha

Anindya Sundar Dhar

Arijit De

Basudev Lahiri

Bratin Ghosh

Debashis Sen

Gourab Dutta

Goutam Das

Goutam Saha

Indrajit Chakrabarti

Jithin R

Mrinal Kanti Mandal

Mrityunjoy Chakraborty

Prabir Kumar Biswas

Pradip Mandal

Prasanta Kumar Guha

Raja Datta

Rajarshi Roy

Ritwik Kumar Layek

Santanu Chattopadhyay

Sarang Pendharker

Saumik Bhattacharya

Shailendra Kumar Varshney

Sharba Bandyopadhyay

Subhadip Mukherjee

Sudipta Mahapatra

Sudipta Mukhopadhyay

Tarun Kanti Bhattacharyya

Vivek Dixit

Sudipta Mukhopadhyay

Professor

Electronics and Electrical Communication Engg.

+91-3222-283568

smukho@ece.iitkgp.ac.in

Awards and Accolades

Personal Webpage Bio Sketch

Looking for researchers in doctoral and post doctoral positions. |

Research Areas

Medical Image Processing
Video Postprocessing
Biometric Authentication
Biomedical Signal Processing
Machine learning

Medical Image Processing
Video post processing
Biomedical Signal Processing
Biometric Authentication

All Publications

Rain Removal from a Single Image Using Refined Inception ResNet v2 by Das B., Mukhopadhyay S. Circuits, Systems, and Signal Processing 42 3485-3508 (2023)
Biomedical Signal Processing, 30 hour lecture by Mukhopadhyay S. - (2018)
Efficient image retrieval system for textural images using fuzzy class membership by Kale M., Dash J., Mukhopadhyay S. Multimedia Tools and Applications 81 37263-37297 (2022)
Efficient color image retrieval method using deep stacked sparse autoencoder by Kale M., Mukhopadhyay S. Journal of Electronic Imaging 31 - (2022)
AutoIHCNet : CNN architecture and decision fusion for automated HER2 scoring by Tewary S., Mukhopadhyay S. Applied Soft Computing - (2022)
Locomotion modes and environmental features recognition using laser distance sensors by Sahoo S., Panda S. K., Pratihar D. K., Mukhopadhyay S. IEEE Sensors 22 4625-4633 (2022)
AutoIHC-Analyzer: computer-assisted microscopy for automated membrane extraction/scoring in HER2 molecular markers by Tewary S., Arun I., Ahmed R., Chatterjee S., Mukhopadhyay S. Journal of Microscopy 281 87-96 (2021)
Reduction of false positives in the screening CAD tool for microcalcification detection by Karale V. A., Mukhopadhyay S. Sadhana 44 639-641 (2020)
Effective image retrieval method of natural images in a large database using fuzzy class membership by Kale M., Mukhopadhyay S. Journal of Electronic Imaging 29 - (2020)
Content-based image retrieval system for HRCT lung images: assisting radiologists in self-learning and diagnosis of Interstitial Lung Diseases by Dash J.K., Mukhopadhyay S., Gupta R.D., Khandelwal N. Multimedia Tools and Applications - (2021)

Completed Projects

Principal Investigator

Traffic Enforcement using Computer Vision and AI IIT KHARAGPUR AI4ICPS I HUB FOUNDATION
Upgradation of Automatic Tide Generation (ATG) System at Syamaprasad Mookerjee Port, Kolkata (SMPK) SYAMA PRASAD MOOKERJEE PORT,KOLKATA

Co-Principal Investigator

A Portable Multisensor Device for Work of Breathing Monitoring, Acquisition and Analysis to Detect Severity of Chronic Respiratory Diseases IIT KHARAGPUR AI4ICPS I HUB FOUNDATION

Ph. D. Students

Abinas Chopdar

Area of Research: Video restoration and quality metric

Patent

A system and method to detect microcalcification clusters in mammogram by Mukhopadhyay S., Karale V. - (2024)
Fully automated system for facial keypoint detection in infrared images enabling ROI extraction for oral cancer detection using digital infrared thermal imaging by Chakraborty M., Mukhopadhyay S. - (2024)
Method for surface curvature based correction in radiation imaging by Mishra S., Mukhopadhyay S. , Varshney S. K. - (2024)
A Keystroke dynamics based system for synthesis of imposter data and normalization of energy level for user authentication and method thereof by Mukhopadhyay S., Arora R. - (2023)
Single image-based rain affected image de-raining method and apparatus by Mukhopadhyay S., Das B. - (2023)
Single images-based weather condition detection method and apparatus by Mukhopadhyay S., Das B. - (2023)
Method and apparatus for computer-aided detection of lung nodules in CT images by Mukhopadhyay S., Mehre S. - (2022)
Single image-based rain affected image de-raining method and apparatus by Mukhopadhyay S., Das B. - (2022)
Method and apparatus for detection and removal of rain from video using temporal and spatiotemporal properties by Tripathi A. K., Mukhopadhyay S. - (2017)
Method or apparatus to detect the microcalcifications in X-Ray Images using Nonlinear Energy Operator by Mukhopadhyay S., Seth S. - (2016)
Method and apparatus for detection and removal of rain from video using temporal and spatiotemporal properties by Tripathi A. K., Mukhopadhyay S. - (2015)
Method and systems for removal of fog from the images and videos by Mukhopadhyay S., Tripathi A. K. - (2015)
Method and systems for removal of fog from the images and videos by Mukhopadhyay S., Tripathi A. K. - (2015)
Method and systems for removal of fog from the images and videos by Mukhopadhyay S., Tripathi A. M. - (2014)
Method or apparatus to detect the microcalcifications in X-Ray Images using Nonlinear Energy Operator by Mukhopadhyay S., Seth S. - (2014)

Conferences

Learning Deep Latent Representation of Color Images Using Autoencoders for Efficient Image Retrieval by Kale M., Mukhopadhyay S. 2024 IEEE 21st India Council International Conference (INDICON) - (2024)
Single image rain removal using cWGAN network by Das B., Mukhopadhyay S. International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, Australia, 2022 1-7 (2022)
Single image haze removal using conditional Wasserstein generative adversarial networks by Ebenezer J.P., Das B., Mukhopadhyay S. European Signal Processing Conference 2019-September - (2019)
Single Image Haze Removal Using Conditional Wasserstein Generative Adversarial Networks by Ebenezer J. P., Das B. , Mukhopadhyay S. European Signal Processing Conference - (2019)
Multi-directional pedestrian detection and flow monitoring from traffic videos by Chowdhury R., Bhattacharyya K. , Mukhopadhyay S. , Maitra B. 98th Annual Meeting of the Transportation Research Board - (2019)
Localization of lung fields in HRCT images using a deep convolution neural network by Kumar A., Agarwala S., Dhara A.K., Mukhopadhyay S., Nandi D., Garg M., Khandelwal N., Kalra N. Progress in Biomedical Optics and Imaging - Proceedings of SPIE 10575 - (2018)
Localization of Lung Fields in HRCT Images using a Deep Convolution Neural Network by Kumar A., Agarwala S. , Dhara A. K., Mukhopadhyay S. , Nandi D. , Garg M. , Khandelwal N. , Kalra N. SPIE Medical Imaging 2018 - (2018)
Content-based image retrieval (CBIR) based computer aided diagnosis (CAD) for evaluation of lung nodules: an indigenously developed tool assisting radiologists in self-learning and diagnosis of lung cancer by Garg M., Khandelwal N. , Kalra N. , Mukhopadhyay S. , Mehre S. ECR 2017 - (2017)
High precision automated face localization in thermal images: oral cancer dataset as test case by Chakraborty M., Raman S. K., Mukhopadhyay S. , Patsa S. , Anjum N. , Ray J. G. SPIE Medical Imaging 2017 - (2017)
Design of powered ankle prosthesis for replicating natural gait cycle of human locomotion by Sahoo S., Pratihar D. K., Mukhopadhyay S. ICTACEM 2017 - (2017)
An experimental study of interstitial lung tissue classification in HRCT images using ANN and role of cost functions by Dash J. K., Kale M. , Mukhopadhyay S. , Khandelwal N. , Garg M. , Kalra N. , Prabhakar N. SPIE Medical Imaging 2017 - (2017)
An introductory analysis of digital infrared thermal imaging-guided oral cancer detection using multiresolution rotation-invariant texture features by Chakraborty M., Das Gupta R. , Mukhopadhyay S. , Anjum N. , Patsa S. , Ray J. G. SPIE Medical Imaging 2017 - (2017)
A study of retrieval accuracy of pulmonary nodules based on external attachment by Dhara A. K., Mukhopadhyay S. , Mehre S. A., Khandelwal N. , Prabhakar N. , Garg M. , Kalra N. SPIE Medical Imaging 2017 - (2017)
Automated detection of microcalcification clusters in mammograms by Karale V. A., Mukhopadhyay S. , Singh T. , Khandelwal N. , Sadhu A. SPIE Medical Imaging 2017 - (2017)
A new approach of oral cancer detection using bilateral texture features in digital infrared thermal images by Chakraborty M., Mukhopadhyay S. , Dasgupta A. , Patsa S. , Anjum N. , Ray J. G. Engineering in Medicine and Biology Society (EMBC) - (2016)
Low complexity encoder for feedback-channel-free distributed video coding using deep convolutional neural networks at the decoder by Bhagath P.R., Mukherjee J., Mukopadhayay S. ACM International Conference Proceeding Series - (2016)
Low complexity feedback-channel-free distributed video coding using deep convolitional neural networks at the decoder by Bhagath P. R., Mukhopadhyay J. , Mukhopadhyay S. ICVGIP-2016 1-7 (2016)
Automated lung field segmentation in CT images using mean shift clustering and geometrical features by Chama C. K., Mukhopadhyay S. , Biswas P. K., Dhara A. K., Madaiah M. K., Khandelwal N. Medical Imaging 2013: Computer Aided Diagnosis - (2013)

Journal

Rain Removal from a Single Image Using Refined Inception ResNet v2 by Das B., Mukhopadhyay S. Circuits, Systems, and Signal Processing 42 3485-3508 (2023)
Efficient color image retrieval method using deep stacked sparse autoencoder by Kale M., Mukhopadhyay S. Journal of Electronic Imaging 31 - (2022)
Efficient image retrieval system for textural images using fuzzy class membership by Kale M., Dash J., Mukhopadhyay S. Multimedia Tools and Applications 81 37263-37297 (2022)
Locomotion modes and environmental features recognition using laser distance sensors by Sahoo S., Panda S. K., Pratihar D. K., Mukhopadhyay S. IEEE Sensors 22 4625-4633 (2022)
AutoIHCNet : CNN architecture and decision fusion for automated HER2 scoring by Tewary S., Mukhopadhyay S. Applied Soft Computing - (2022)
AutoIHC-Analyzer: computer-assisted microscopy for automated membrane extraction/scoring in HER2 molecular markers by Tewary S., Arun I., Ahmed R., Chatterjee S., Mukhopadhyay S. Journal of Microscopy 281 87-96 (2021)
HER2 Molecular Marker Scoring Using Transfer Learning and Decision Level Fusion by Tewary S., Mukhopadhyay S. Journal of Digital Imaging - (2021)
Content-based image retrieval system for HRCT lung images: assisting radiologists in self-learning and diagnosis of Interstitial Lung Diseases by Dash J.K., Mukhopadhyay S., Gupta R.D., Khandelwal N. Multimedia Tools and Applications - (2021)
A locomotion mode adaptive strategy for real-time detection of gait events during negotiating staircase by Sahoo S., Pratihar D. K., Mukhopadhyay S. IEEE Trans. on Instrumentation and Measurement - (2020)
Real-time detection of actual and early gait events during level-ground and ramp walking by Sahoo S., Saboo M. , Pratihar D. K., Mukhopadhyay S. IEEE Sensors Journal 20 8128-8136 (2020)
Reduction of false positives in the screening CAD tool for microcalcification detection by Karale V. A., Mukhopadhyay S. Sadhana 44 639-641 (2020)
Effective image retrieval method of natural images in a large database using fuzzy class membership by Kale M., Mukhopadhyay S. Journal of Electronic Imaging 29 - (2020)
A comparative study of single image fog removal methods by Das B., Ebenezer J.P., Mukhopadhyay S. Visual Computer - (2020)
Prediction of step length using neuro-fuzzy approach suitable for prosthesis control by Sahoo S., Panda S. , Pratihar D. K., Mukhopadhyay S. IEEE Trans. on Instrumentation and Measurement 69 5658-5665 (2020)
Prediction of step length using neuro-fuzzy approach suitable for prosthesis control by Sahoo S., Panda S. , Pratihar D. K., Mukhopadhyay S. IEEE Trans on Instrumentation and Measurement 69 5658-5665 (2019)
Mammogram segmentation using multi-atlas deformable registration by Sharma M.K., Jas M., Karale V., Sadhu A., Mukhopadhyay S. Computers in Biology and Medicine 110 244-253 (2019)
A geometry recognition-based strategy for locomotion transitions early prediction of prosthetic devices by Sahoo S., Maheswari M. , Pratihar D. K., Mukhopadhyay S. IEEE Trans. on Instrumentation and Measurement 69 - (2019)
A Screening CAD Tool for the Detection of Microcalcification Clusters in Mammograms by Karale V. A., Ebenzer J. P., Chakraborty J. , Singh T. , Sadhu A. , Khandelwal N. , Mukhopadhyay S. Journal of Digital Imaging 32 728-745 (2019)
Computer-Aided Detection of Mammographic Masses Using Hybrid Region Growing Controlled by Multilevel Thresholding by Chakraborty J., Midya A., Mukhopadhyay S., Rangayyan R.M., Sadhu A., Singla V., Khandelwal N. Journal of Medical and Biological Engineering 39 352-366 (2019)
Content-Based Image Retrieval System for Pulmonary Nodules Using Optimal Feature Sets and Class Membership-Based Retrieval by Mehre S.A., Dhara A.K., Garg M., Kalra N., Khandelwal N., Mukhopadhyay S. Journal of Digital Imaging 32 362-385 (2019)
Content-Based Image Retrieval System for Pulmonary Nodules Using Optimal Feature Sets and Class Membership-Based Retrieval by Mehre S. A., Dhara A. K., Garg M. , Kalra N. , Khandelwal N. , Mukhopadhyay S. Journal of Digital imaging 32 362-385 (2018)
Similarity learning for texture image retrieval using multiple classifier system by Dash J.K., Mukhopadhyay S. Multimedia Tools and Applications 77 459-483 (2018)
Transient drift of Escherichia coli under diffusing Step nutrient profile by Samanta S., Layek R. , Kar S. , Mukhopadhyay S. , Chakraborty S. Physical Review E 98 052413- (2018)
A novel energy efficient powered ankle prosthesis using four-bar controlled compliant actuator by Sahoo S., Pratihar D.K., Mukhopadhyay S. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science 232 4664-4675 (2018)
A Novel Framework of Speckle Reducing Scan Conversion in Ultrasound Imaging Systems by Nandi D., Mukhopadhyay S., Ghosh D., Chakroborty B. IETE Technical Review (Institution of Electronics and Telecommunication Engineers, India) 35 618-630 (2018)
A novel supervisory control scheme to tackle variations in step length for walking with powered ankle prosthesis by Sahoo S., Pratihar D.K., Mukhopadhyay S. Biomedical Signal Processing and Control 46 212-220 (2018)
Predicting Escherichia coli s chemotactic drift under exponential gradient by Samanta S., Layek R. , Kar S. , Raj M. K., Mukhopadhyay S. , Chakraborty S. Physical Review E 96 032409- (2017)
Multiple classifier system using classification confidence for texture classification by Das J. K., Mukhopadhyay S. , Das Gupta R. Multimedia Tools Application 76 2535-2556 (2017)
Content-Based Image Retrieval System for Pulmonary Nodules: Assisting Radiologists in Self-learning and Diagnosis of Lung Cancer by Dhara A. K., Mukhopadhyay S. , Dutta A. , Garg M. , Khandelwal N. Journal of Digital Imaging 30 63-77 (2017)
Low-complexity feedback-channel-free distributed video coding using local rank transform by Bhagath P.R., Mallick K., Mukherjee J., Mukopadhayay S. IET Image Processing 11 126-134 (2017)
Low-complexity feedback-channel-free distributed video coding using Local Rank Transform by Pudi R. B., Mallick K. , Mukhopadhyay J. , Mukhopadhyay S. IET Image Processing 11 126-134 (2016)
Similarity learning for texture image retrieval using multiple classifier system by Das J. K., Mukhopadhyay S. Multimedia Tools and Applications 1-25 (2016)
Quantitative Evaluation of Margin Sharpness of Pulmonary Nodules in Lung CT Images by Dhara A. K., Mukhopadhyay S. , Chakrabarty S. , Garg M. , Khandelwal N. IET Image Processing 10 631-637 (2016)
Rotation invariant textural feature extraction for image retrieval using eigen value analysis of intensity gradients and multi-resolution by DasGupta, Rahul; Dash, Jatindra K. ; Mukhopadhyay, Sudipta; Pattern Recognition Vol 46, No. 12, Elsevier 3256-3267 (2013)
Content-based texture image retrieval using fuzzy class membership by Mukhopadhyay, Sudipta; Dash, Jatindra Kumar; Gupta, Rahul Das; Pattern Recognition Letters Vol. 34, No. 6, Elsevier 646-654 (2013)
A heuristic approach to automated nipple detection in digital mammograms by Jas, M; Mukhopadhyay, S; Chakraborty, J; Sadhu, A; Khandelwal, N Journal of Digital Imaging Vol. 26, No. 5, Springer 932-940 (2013)
Application of digital image processing in tool condition monitoring: a review by Dutta S., Pal S. K., Mukhopadhyay S. , Sen R. CIRP Journal of Manufacturing Science and Technology 6 212-232 (2013)
Application of digital image processing in tool condition monitoring: A review by Dutta, S; Pal, SK; Mukhopadhyay, S; Sen, R; CIRP Journal of Manufacturing Science and Technology Vol. 6, No. 3, Elsevier 212-232 (2013)
Measures of Divergence of Oriented Patterns for the Detection of Architectural Distortion in Prior Mammograms by Rangayyan R. M., Banik S. , Chakraborty J. , Mukhopadhyay S. , Desautels J. L. International Journal of Computer Assisted Radiology and Surgery 527-545 (2013)
Meteorological Approach for Detection and Removal of Rain from Videos by Tripathi A. K., Mukhopadhyay S. IET Computer vision 36-47 (2013)
Efficient fog removal from video by Tripathi A. K., Mukhopadhyay S. Image and Video processing 1-9 (2012)
Single Image Fog Removal Using Anisotropic Diffusion by Tripathi, Abhishek Kumar; Mukhopadhyay, Sudipta ; IET Image Processing Vol. 6, No. 7, IEE 966 -975 (2012)
Detection of tool condition from the turned surface images using an accurate grey level co-occurrence technique by Dutta, S; Datta, A; Chakladar, N Das; Pal, SK; Mukhopadhyay, S; Sen, R; Precision Engineering Vol. 36, No. 3, Elsevier 458-466 (2012)
Switching median filter: advanced boundary discriminative noise detection algorithm by Tripathi, Abhishek Kumar; Ghanekar, Umesh; Mukhopadhyay, Sudipta ; IET Image Processing Vol. 5, No. 7, IEE 598-610 (2011)
A new interpretation of nonlinear energy operator and its efficacy in spike detection by Mukhopadhyay, Sudipta; Ray, GC; IEEE Transactions on Biomedical Engineering Vol. 45, No. 2, IEEE 180-187 (1998)
Parametric modelling of non-stationary signals: A unified approach by Mukhopadhyay, Sudipta; Sircar, Pradip; Signal Processing Vol. 60, No. 2, Elsevier 135-152 (1997)
Parametric Modelling of Non-stationary signals : A Unified Approach by Mukhopadhyay S., Sircar P. Signal Processing Journal 60 231-243 (1997)
Parametric Modelling of Non-stationary signals by AR Process with Time-varying Gain by Mukhopadhyay S., Sircar P. IETE Journal of Research 43 351-358 (1997)
Parametric modelling of ECG signal by Mukhopadhyay, S; Sircar, P; Medical and Biological Engineering and Computing Vol. 34, No. 2, Springer 171-174 (1996)
Parametric Modelling of ECG Signals by Mukhopadhyay S., Sircar P. Medical & Biological Engineering & Computing 34 171-174 (1996)
Accumulated Moment Method for Estimating Parameters of the Complex Exponential Signal Models in Noise by Sircar P., Mukhopadhyay S. Signal Processing Journal 45 231-243 (1995)

Educational Package

Biomedical Signal Processing, 30 hour lecture by Mukhopadhyay S. - (2018)

Book

Combating Bad Weather Part II: Fog Removal from Image and Video by Tripathi A. K., Mukhopadhyay S. - (2015)
Combating Bad Weather Part I: Rain Removal from Video by Tripathi A. K., Mukhopadhyay S. - (2015)

Book Chapter/Section

Needs/Requirements and Design of Retinal Imaging and Image Processing Methods for Diabetic Retinopathy in the Indian Context by Mukhopadhyay S., Gupta A. , Bansal R. OPHTHALMOLOGICAL IMAGING AND APPLICATIONS - (2014)