September 13, 2026 10:48 am

NBA Accreditation:UG-CSE,ETCE (6yrs) & UG-IT,IEE,PE (3yrs)

Prof.

Sheli Sinha Chaudhuri

Department : Department of Electronics & Telecommunication Engg

Designation : Professor

Address : ETCE DEPARTMENT, JADAVPUR UNIVERSITY

E-Mail: sheli.sinha@jadavpuruniversity.in

Office Phone Number: 03325472811

sheli maam

About

Dr. Sheli Sinha Chaudhuri did her undergraduate, post graduate and doctoral studies from the department of Electronics and Telecommunication Engineering, Jadavpur University. She has been serving the same department as a faculty member since the last 25 years. She served as the Head of the Department during 2018-2020.She has been working in the field of Digital Image Processing since the last sixteen years. She is actively involved in taking UG and PG courses, documentation of department data, and in the induction program of first year students. She is also involved in the evening courses run in the department. She is involved in the development of the IC Design and Fabrication Centre of the department, raising funds through the alumni to upgrade this departmental facility. She designed a summer training course of 5 weeks on Embedded Systems and IoT, and developed the IoT Lab. She has participated in various programs under TEQIP II and TEQIP III, including the mentor-mentee program of TEQIP III. She has participated in various schemes under JU RUSA 2.0 also. She did her doctoral studies on path planning of mobile robots based on the inputs of different sensors. Her research work includes developing various image processing algorithms, proceeding to computer vision domain, mainly in the area of medical image analysis and restoration of weather degraded images. At present she is guiding her students/scholars in the AI based automatic detection and classification of medical images, farm produces, remote sensing images, waste images and tracking of object from video sequences. Her research has resulted in a number of conference papers, journal papers, book chapters, Phd and PG theses as well as copyrights on various techniques related to hazy night-time image benchmarking database, a fuzzy controller for detection of sky regions in daytime outdoor images, and design of modified advanced Lee filter development of waste dataset, healthy and diseased leaf dataset, fruits and flowers of West Bengal, video clips of moving objects in adverse weather, etc.The datasets are used for references based on which the efficiency of automatic classification and detection algorithms are tested. She motivates students at all levels to participate in technical competitions. Currently she is involved in research collaboration with Universite d’ Evry, Paris and NIT Meghalaya. She is a member of IEI and IEEE, currently holding the post of Chair, Women in Engineering (WIE) Affinity Group, IEEE Kolkata Section.

Subjects Taught

    Digital Image Processing    Compiler Design    Real-time Operating System

Research Interests

    Computer Vision    Image Processing    Medical Image Analysis    Machine Learning    Deep Learning    Bio-Inspired Optimization

Journal Papers Published

  Asfak Ali, Ram Sarkar, Sheli Sinha Chaudhuri, “Wavelet-based Auto-Encoder for simultaneous haze and rain removal from images”, Pattern Recognition 150(12) DOI:10.1016/j.patcog.2024.110370, February 2024.   AsfakAli,AvraGhosh, SheliSinhaChaudhuri, “LIDN: A novel light invariant image dehazing network”, Engineering Applications of Artificial Intelligence, Elsevier, 126 Part A, (106830), DOI:10.1016/j.engappai.2023.106830, November 2023   Asfak Ali, AvraGhosh, SheliSinhaChaudhuri, “Real-Time Tracking of Moving Objects through Efficient Scale Space Adaptation and Normalized Correlation Filtering”, Signal, Image and Video Processing, Springer, DOI:10.21203/rs.3.rs-2826001/v1, October 2023   Md. SohelAkhtar, Asfak Ali, and SheliSinhaChaudhuri, “Mobile-UnetGAN: A Single-Image Dehazing Model.” Signal, Image and Video Processing journal, Springer , DOI:10.1007/s11760-023-02752-3September 2023   AsfakAli,AvraGhosh, SheliSinhaChaudhuri, “LIDN: A novel light invariant image dehazing network”, Engineering Applications of Artificial Intelligence, Elsevier, 126 Part A, (106830), DOI:10.1016/j.engappai.2023.106830, November 2023   AcharjeeSuvojit and SheliSinhaChaudhuri, “Fuzzy InferencebasedDecision Making Model to Control theOperational Parameters of Motion Estimation Algorithms”, International Journal of Information Technology, Vol15, pps2197–2207, May 2023, DOI: 10.1007/s41870-023-01263-1.   Asfak Ali, AvraGhosh, SheliSinhaChaudhuri, “Real-Time Tracking of Moving Objects through Efficient Scale Space Adaptation and Normalized Correlation Filtering”, Signal, Image and Video Processing, Springer, April 2023, DOI:10.21203/rs.3.rs-2826001/v1   Acharjee, Suvojit and SheliSinhaChaudhuri, “Modified Cuckoo Search Algorithm for Motion Vector Estimation”, International Journal of Information Technology (IAJIT), Vol 20(3), May 2023, DOI: 10.34028/iajit   Kyamelia Roy, SheliSinhaChaudhuri, JaroslavFrnda, SrijitaBandopadhyay, IshanJyoti Ray, SoumenBanerjee, Jan Nedoma, "Detection of Tomato Leaf Diseases for Agro-Based Industries Using Novel PCA DeepNet”, IEEE Access, Vol 11, pps 14983 - 15001,February 2023   AvraGhosh, Asfal Ali, Sangita Roy and SheliSinhaChaudhuri,"Novel Parametric Based Time Efficient Portable Real-Time Dehazing System", Journal of Real-Time Image Processing, Vol 20, February 2023DOI:10.1007/s11554-023-01283-x   Acharjee, Suvojit and SheliSinhaChaudhuri, "Ant weight-lifting algorithm for motion estimation”, Iran Journal of Computer Science, Vol9 ,pps 1-13, https://doi.org/10.1007/s42044-022-00134-5. January 2023   Acharjee, Suvojit and SheliSinhaChaudhuri, "Test Zone Search Optimization Using Cuckoo Search Algorithm for VVC." International Journal of Multimedia Data Engineering and Management, (IJMDEM) Vol 13(1), pps.1–16, http://doi.org/10.4018/IJMDEM.314574,November 2022   Kyamelia Roy, SheliSinhaChaudhuri, SayanPramanik and Soumen Banerjee, “Deep Neural Network based Detection and Segmentation of Ships for Maritime Surveillance”, International Journal of Systems Science, Vol 44 pps.647-662,DOI:10.32604/csse.2023.024997, June 2022   SangitaRoy, SheliSinhaChaudhuri "SIVDSR-Dhaze: Single Image Dehazing with Very Deep Super Resolution Framework and Its Analysis", Scientific Visualization, National Research Nuclear University,Vol 14 (5), pps. 16-44, 2022, DOI: 10.26583/sv.14.5.02, January 2022   Kyamelia Roy, SheliSinhaChaudhuri and SayanPramanik, “Deep learning based real-time Industrial framework for rotten and fresh fruit detection using semantic segmentation”, Microsystem Technologies,Vol 27. Pps.3365–3375 https://doi.org/10.1007/s00542-020-05123-x, November 2020   Sriparna Banerjee and SheliSinhaChaudhuri, “Bacterial Foraging-Fuzzy synergism based Image Dehazing”, Multimedia Tools and Applications,80, pps 8377–8421, November 2020   Sriparna Banerjee and SheliSinhaChaudhuri, “Nighttime Image-Dehazing: A Review and Quantitative Benchmarking” Archives of Computational Methods in Engineering, 28, pages2943–2975, September 2020.   ArijitMajumdar, SoumyaChatterjee, SayanChatterjee and SheliSinhaChaudhuri, “An ambient temperature dependent small signal model of GaN HEMT using method of curve fitting”, International Journal of RF and Microwave Computer-Aided Engineering, September 2020. DOI:10.1002/mmce.22434   Sriparna Banerjee and SheliSinhaChaudhuri, “Total Contribution Score and Fuzzy Entropy based two-stage selection of FC, ReLU and InverseReLU features of multiple Convolution Neural Networks for erythrocytes detection”, IET Computer Vision,13(7), pp.640-650 . October 2019   Sangita Roy and SheliSinhaChaudhuri, “WLMS-based Transmission Refined Self-Adjusted No Reference Weather Independent Image Visibility Improvement”, IETE Journal of Research, 68(3), Pps 1635-1651 September 2019.   Sangita Roy and SheliSinhaChaudhuri, “Fast Single Image Haze Removal Scheme Using Self-Adjusting: Haziness Factor Evaluation”, International Journal of Virtual and Augmented Reality (IJVAR), 3 (1), January 2019, pp. 42-57.   ArijitMajumdar, SoumyoChatterjee, Sulagna Bose, SayanChatterjee, SheliSinhaChaudhuri, DipakRanjanPoddar, “Differential evolution based small signal modeling of GaN HEMT”, International Journal of RF and Microwave Computer Aided Engineering, 29, (6), January 2019   Swati Chowdhuri, SheliSinhaChaudhuri, Pranab Banerjee, NilanjanDey, ArunMandal and V.Santhi, “Secure minimum loss route selection of MIMO-based MANET in combined (indoor, outdoor, and forest) terrain”, International Journal of Advanced Intelligence Paradigms, 11(3/4):187, September 2018   Swati Chowdhuri, Pranab Banerjee, SheliSinhaChaudhuriandDibyendu Mal, “Minimum Power Consuming Algorithm to Select Relay Node of MIMO Integrated Mobile ad hoc Network”, Indian Journal of Science and Technology, 11(26),August2018.   Swati Chowdhuri, Pranab Banerjee and SheliSinhaChaudhuri, “Fragment-based transmission using minimum power consumed routing (FBTMPCR) algorithm of a MIMO integrated MANET”, Turkish Journal of Electrical Engineering and Computer Sciences, 26(1), January 2018, pp. 407-417.   Swati Chowdhuri, Pranab Banerjee and SheliSinhaChaudhuri, “Relay Node Selection Algorithm Consuming Minimum Power of MIMO Integrated MANET”, Advances in Computational Design, Techno Press, 3(2), 2018, pp.191-200.   Soham Sarkar, Swagatam Das, and Sheli SinhaChaudhuri, “Multi-level thresholding with a decomposition-based multi-objective evolutionary algorithm for segmenting natural and medical images”, Applied Soft Computing, Elsevier, 50, 2017, pp.142-157.   NilanjanDey, Sk. Saddam Ahmed, SayanChakraborty, PrasenjitMaji, Achintya Das and SheliSinhaChaudhuri, “Effect of trigonometric functions-based watermarking on blood vessel extraction: an application in ophthalmology imaging”,  International Journal of Embedded Systems, 9(1), 2017.

Publication in Conference Proceedings

    Bidisha Samanta, Sriparna Banerjee, Rakesh Kumar Gupta, Soumen Moulik, Sheli Sinha Chaudhuri, "Indepth survey of automated shoreline alterations identification method" 5th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV 2024), Tirunelveli, March 11-12, 2024.    Sriparna Banerjee , Debanka Pal, Sk. Daud Hassan, Swati Chowdhuri, Sheli Sinha Chaudhuri, “A Journey through Methodological Advancements: Blood Cell Abnormality Detection from Traditional Counts to Advanced Deep Learning Strategies”, International Conference on Emerging Trends in Mathematical Sciences and & Computing (IEMSC 24), IEM Kolkata, February 2-4, 2024.    Sriparna Banerjee , Pallabi Mondal, Swati Chowdhuri, Sheli Sinha Chaudhuri, “Floral Life Chronicles: A Comprehensive Database of Flowering Plant Life Stages”, International Conference on Computer Communicationand Informatics (IEEE ICCCI 2024), Shri Shakthi Institute of Technology, Madras, January 29-31, 2024.    Aditya Bhattachaya, Sadiq Siraj Ebrahim, Sriparna Banerjee, Rakesh Kumar Gupta, Sheli Sinha Chaudhuri, Soumen Moulik, “A Critical Review of Methods for Automated Detection of Mangrove Deforestation”, 7th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech 2023), Kolkata December 18-20, 2023.    Uma Biswas, Aurgha Karmakar, Avra Ghosh, Sheli Sinha Chaudhuri, “Enhancing Image Clarity in Real Time: An Automated Gamma Correction Approach for Dehazing”, 7th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech 2023), Kolkata December 18-20, 2023.    Uma Biswas, Avra Ghosh, Sristi Chakrabarty, Sheli Sinha Chaudhuri, “ Power Law-Based Night-Time Image Dehazing Fused with Luminance Mapping for Enhanced Visibility”, 7th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech 2023), Kolkata December 18-20, 2023.    Asfak Ali, Avra Ghosh, Ratna Chakrabarty, Sheli Sinha Chaudhuri, “Low-Resolution Face Recognition(LRFR) System: A Review”, 7th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech 2023), Kolkata December 18-20, 2023.    Supratim Biswas, Suvojit Acharjee, Asfak Ali, Sheli Sinha Chaudhuri, “YOLOv8 based Traffic Signal Detection in Indian Road”, 7th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech 2023), Kolkata December 18-20, 2023.    Sriparna Banerjee, BidishaSamanta, Swati Chowdhuri, SheliSinhaChaudhuri, “FruityHub: A diverse collection of fruits created for edibility estimation”, IEMENTech, Kolkata December 18-20, 2023    Sriparna Banerjee, Sk. Daud Hassan, SheliSinhaChaudhuri, “A Deep Dive into Generative Adversarial Networks designed for Dehazing: An In-Depth Survey and Eight Efficient Pix2pix Models”,WIECON, Thiruvananthapuram, November 25-26, 2023    Sriparna Banerjee, SadiqSirajEbrahim, AdityaBhattacharjee,SheliSinhaChaudhuri, “SundariNet: A Multi-Scale Deep Learning Approach for Sunderban Mangrove Ecosystem Landcover Classification”, WIECON, Thiruvananthapuram, November 25-26, 2023    Sriparna Banerjee, Sk. Daud Hassan, Suranjana Mukherjee, SheliSinhaChaudhuri, KhalifaDjemal and Amir Ali Feiz, “Foliage Pattern Identifier: A Hybridized Grey Wolf and Adam Optimized Deep Learning Architecture Designed for Identification of Similarly Patterened Leaves”, at Image Processing Theory, Tools and Applications (IPTA) 2023 IEEE, Paris, October 16-19, 2023.    Debanka Pal, Sriparna Banerjee, SkDaud Hassan, SheliSinhaChaudhuri and KhalifaDjemal, “Fuzzy Logic based Adaptive Weighted Despeckling Method Designed considering Inter-pixel Scattering Similarities” and at Image Processing Theory, Tools and Applications (IPTA) 2023 IEEE, Paris, October 16-19, 2023.    MoumitaHait, Rajani Das, Asfak Ali, SheliSinhaChaudhuri and KhalifaDjemal “Levy Stable Ensemble for Cancer Classification and Its Real-Time Inference on OpenVINOToolkit” at Image Processing Theory, Tools and Applications (IPTA) 2023 IEEE, Paris, October 16-19, 2023.    SkDaud Hassan, SriparnaBanerjee,Debanka Pal, SheliSinhaChaudhuri, KhalifaDjemal and Amir Ali Feiz, “A Muti-Scale Contextual Information driven Deep Learning Architecture designed to perform SundarbanLandcover Classification”, at Image Processing Theory, Tools and Applications (IPTA) 2023 IEEE, Paris, October 16-19, 2023.    Huaijin Wang, KhalifaDjemal, Amir Ali Feiz and SheliSinhaChaudhuri, “Prediction of Air Pollutants Concentrations in Airport Area using Machine LearningArchitecture”, at Image Processing Theory, Tools and Applications (IPTA) 2023 IEEE, Paris, October 16-19, 2023.    Asfak Ali, Md. SohelAkhtar, and SheliSinhaChaudhuri, "GAN-based Image DehazingOn Raspberry Pi." 4th International Conference on Frontiers in Computing & Systems (COMSYS 2023) (Springer), IIT Mandi, October 16-17, 2023.    Souhardya Das, DebangshuMallik, Asfak Ali, and SheliSinhaChaudhuri, "Invo-ResNet: Rethinking the most used Backbone in Computer Vision." at 4th International Conference on Frontiers in Computing & Systems (COMSYS 2023) (Springer), IIT Mandi, October 16-17, 2023.    Swati Choudhuri, Sriparna Banerjee, AyushiBharghav, SheliSinhaChaudhuri, “Therapeutic foliage: A balanced dataset designed for automated identification of leaves of common medicinal plants”,5th International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, August 3-5, 2023    Bijay K Dai, SheliSinhaChaudhuri,“Modelling for Ground Track Shift Prediction of Indian Remote Sensing satellites” International Conference on Spacecraft Mission Operations,SMOPS-2023, Bangalore June 8-9, 2023.    PallabiSamanta, Sriparna Banerjee, SheliSinhaChaudhuri “Plant Data Survey: A comprehensive survey on plant disease detection database”, 3rd Conference on Computer Vision and Robotics (CVR) 2023, February 2023.    AcharjeeSuvojit, and SheliSinhaChaudhuri. "Genetic Algorithm Based Optimized Test Zone Search for Versatile Video Coding” Optimization, Learning and Analytics in Business (OLAB 2022), Kolkata December 15-17, 2022.    AcharjeeSuvojit, and SheliSinhaChaudhuri, “Codebook Optimization using Jaya Algorithm for Image Compression”, 6thInternational Conference on Electronics, Materials Engineering and Nano-Technology (IEMENTECH 2022), Kolkata December 2-4, 2022.    AjoyDey, AvraGhosh and SheliSinhaChaudhuri, “Image restoration from weather degraded images using Markov Random Field”,ICICV 2022, Jaipur, November 2022.    Asfak Ali and SheliSinhaChaudhuri "A Feature Representation Technique for Angular Margin Loss" ICICV 2022, Jaipur, November 2022.    AvraGhosh and SheliSinhaChaudhuri, “A fast restoration of weather degraded images”,International Conference on Data, Electronics and Computing, ICDEC-2022,NEHU Shillong, September 7-9, 2022    Vikash Kumar, Asfak Ali, SheliSinhaChaudhuri "RNCE: A New Image Segmentation Approach" CVMI 2022, IIIT Allahabad, August 12-13, 2022.   

Patents

    Asfak Ali, Bibek Das, Sayan Tripathi, Jhilam Jana, Chinmoy Ghorai, Jaydeb Bhaumik, Sheli Sinha Chaudhuri, "An Embedded System Based Real-Time Heart Disease Detection Device", Patent: Application No: 202431015093, February 2024.    Suvojit Acharjee, Asfak Ali, Chinmoy Ghorai, Sheli Sinha Chaudhuri, "An IoT Based Real-Time Autonomous Beach Cleaner", Patent: Application No: 202431015094, February 2024.    Asfak Ali, Saifuddin Sk, Bibek Das, Sujatro Sarkar, Sheli Sinha Chaudhuri, Adway Paul, Sayoni Mandal, Chinmoyee Ray, Taittiriya Sardar, Tridip Mallick, Ankan Pal, Soumalya Karmakar, Tanbir Ahammed, "A Real-time Sign Language Translator Device", Patent: Application No: 202431007372, February 2024.     Saifuddin Sk, Asfak Ali, Ranadhir Das, Parvez Mosaraf Sk, Sheli Sinha Chaudhuri, "IoT-Powered Water Conditions Monitoring System for Fish Farming", Patent: App. Number: 202431007012, February 2024.    Asfak Ali, Anisha Paul, Singhan Ganguly, Chinmoy Ghorai, Sheli Sinha Chaudhuri, "A Real-time Portable Low-Power Skin Cancer Detection Device", Patent: Application no: 202431005005, January 2024.    Avra Ghosh, Asfak Ali, Chinmoy Ghorai, Sheli Sinha Chaudhuri, "An Energy-Efficient Portable Device for Dehazing", Patent: Application no: 202431005438, January 2024.    Asfak Ali, Md. ManarulSk, Debanka Pal, Saifuddin Sk, and Sheli Sinha Chaudhuri, “IURWDD: Indian Urban and Rural Waste Detection Dataset and Benchmark”; Diary Number 19667/2022-CO/L. Filing date 17 September,2022 (COPYRIGHT).     Sriparna Banerjee, Pranay Kumar Singha, Pritam Kumar Ghosh and Sheli Sinha Chaudhuri, “Daytime and Nighttime Dehazing Benchmarking Database”, Diary Number: 8997/2021-CO/L. Registration Number: L-103093/2021. (Registration Date: 11 May, 2021) (COPYRIGHT).    Ranadhir Das, Sriparna Banerjee and Sheli Sinha Chaudhuri, ‘‘BongFloralpedia: A comprehensive collection of diverse types of flowers growing in fields of Ranaghat, Bengal” Diary Number 17471/2023-CO/L, Registration Number L-139036/2023, Registration Date: 11th August,2023. (COPYRIGHT)     Sriparna Banerjee, GourabAdhikari and Sheli Sinha Chaudhuri, “Degree of Purity & Scattering Dicersity based Advanced Lee filter,” Diary Number: 9006/2021-CO/SW. Registration Number: SW-14660/2021. (Registration Date: 21 June, 2021) (COPYRIGHT).    Md. Manarul Sk, Asfak Ali, and Sheli Sinha Chaudhuri, “DWSD: Dense Waste Segmentation Dataset”. Diary Number 19621/2022-CO/L. Filing date 17 September,2022 (COPYRIGHT)    Sriparna Banerjee, Sourav Halder, Gourab Adhikari and Sheli Sinha Chaudhuri, “Sky Dectection using Intensity based Fuzzy Controller,” Diary Number: 9016/2021-CO/SW. Registration Number: SW-14661/2021. (Registration Date: 21 June, 2021) (COPYRIGHT)    Sriparna Banerjee, GourabAdhikari, Sheli Sinha Chaudhuri, RaghavMehra and ArundhatiMisra, “Scattering Predominance & Conformity Coefficient &Depolarisation index based Advanced Lee filter”, Diary Number: 29580/2021-CO/SW. Registration Number: SW-15295/2022. (Registration Date: 7 March, 2022) (COPYRIGHT)    Sk. Daud Hassan, Debanka Pal, Sriparna Banerjee and Sheli Sinha Chaudhuri, “Fuzzy Logic based adaptive phase information preserved de-speckled filter for dual polarized SAR data”. Diary Number: 3869/2023-CO/SW. Filing date 13 February,2023. (COPYRIGHT)    Swati Chowdhuri, Sriparna Banerjee, Ayushi Bhargav and Sheli Sinha Chaudhuri, “BCEI: A novel balanced dataset designed for performing automated leaves identification”.Diary Number: 8952/2023-CO/L. Filing date 5 April,2023. (COPYRIGHT)    Swati Chowdhuri, Sriparna Banerjee, Sk. Daud Hassan and Sheli Sinha Chaudhuri, “FoliageDB: A novel database designed for automated identification of similarly patterned leaves”. Diary Number: 9954/2023-CO/L. Filing date 18 April,2023. (COPYRIGHT)    AsfakAli, Sheli Sinha Chaudhuri, “Video-Rain Dataset”, Diary Number: 8801/2023-CO/L. Filing date 4 April,2023. (COPYRIGHT)     Asfak Ali,Dilwar Hossain, Saifuddin Sk, Sheli Sinha Chaudhuri, “Video-Haze 100 Dataset”, Diary Number: 8804/2023-CO/L. Filing date 4 April,2023. (COPYRIGHT)

NBA Accreditation:UG-CSE,ETCE (6yrs) & UG-IT,IEE,PE (3yrs)