Electronics and Electrical Communication Engg.

• CII Startupreneur Award in Manufacturing
• National Award for Technology Start-Ups
• IIGP award for 2. “Real Time Glare and Shadow Removal Algorithm for Image and Video Enhancement”
• Abdul Kalam Tech Innovat Fello
• Institute Chair Professor

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)
• Rain Removal from a Single Image Using Refined Inception ResNet v2 by Das B., Saha A. , Mukhopadhyay S. Circuits, Systems, and Signal Processing 1-24 (2023)
• AutoIHCNet : CNN architecture and decision fusion for automated HER2 scoring by Tewary S., Mukhopadhyay S. Applied Soft Computing - (2022)
• 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)
• 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)
• Locomotion Modes and Environmental Features Recognition Using Laser Distance Sensors by Sahoo S., Panda S. K., Pratihar D. K., Mukhopadhyay S. IEEE Sensors Journal - (2022)
• 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)
• 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)
• 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 & Measurement - (2020)
• 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)
• Computer-aided detection of mammographic masses using hybrid region growing controlled by multilevel thresholding by Jayasree C., Abhishek M. , Mukhopadhyay S. , Rangayyan R. M., Sadhu A. , Singla V. , Khandelwal N. Journal of Medical and Biological Engineering 39 - (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)
• 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)
• 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)
• 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 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)
• Similarity learning for texture image retrieval using multiple classifier system by Dash J.K., Mukhopadhyay S. Multimedia Tools and Applications 77 459-483 (2018)
• A novel energy efficient powered ankle prosthesis using four-bar controlled compliant actuator by Sahoo S., Pratihar D. K., Mukhopadhyay S. Proc. Inst. Mech. Eng. Part C 232 4664-4675 (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 Framework of Speckle Reducing Scan Conversion in Ultrasound Imaging Systems by Nandi D., Mukhopadhyay S. , Ghosh D. , Chakraborty B. IETE Technical Review 35 618-630 (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 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• Single Image Fog Removal Using Anisotropic Diffusion by Tripathi, Abhishek Kumar; Mukhopadhyay, Sudipta ; IET Image Processing Vol. 6, No. 7, IEE 966 -975 (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 ECG signal by Mukhopadhyay, S; Sircar, P; Medical and Biological Engineering and Computing Vol. 34, No. 2, Springer 171-174 (1996)
Conferences
• 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)
• 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)
• 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)
• 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)
• 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)
• 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 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 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)
Educational Package
• Biomedical Signal Processing, 30 hour lecture by Mukhopadhyay S. - (2018)

Principal Investigator

• CONTENT BASED IMAGE RETRIVAL FOR MEDICAL IMAGES
• SIGNAL PROCESSING & MACHINE LEARNING IN PERVASIVE HEALTHCARE
• Checking Border Violation by Civilians through Technological solutions: Phase I
• Clinical decision support system and self learning tool for radiologists for lung CT using content based image retrieval
• Development of prototype of digital infrared thermal and optical imaging based system for early detection of oral cancer
• On Glass Visualization in Real Time : Rain Removal from Videos
• Real Time Glare and Shadow Removal Algorithm for Image and Video Enhancement (Innovation ID No. IIGPUNFB6ZLLE)
• Early Detection of Oral Cancer using Digital Infrared
• Non-Invasive, Point of Care Diagnostic System for Early Detection of Oral Cancer Using Digital Infrared Thermal Imaging
• Abdul Kalam Technology Innovations National Fellowship for Real time Image Enhancement : Rain and Fog Removal from Video

Co-Principal Investigator

• DSP & FPGA SOLUTION FOR SRI AND SCAN CONVERSION OF USG SYSTEM IN DAVINCI PLATFROM
• Optimal Design and Development of Powered Ankle Prosthetic Device for Human Locomotion
• Signals & systems for life science
• Smart and Integrated Pedestrian System Design (UAY_I_IITKGP_007)