Dr. Utpal Nandi
Assistant Professor
Department
COMPUTER SCIENCE
Contact
+91 3222 298-278 / Centrex-278
Educational Qualification
| Degree Name | Institute | Year of passing/awarded |
|---|---|---|
| Ph.D. | University of Kalyani | 2018 |
| M.Tech | University of Kalyani | 2009 |
| M.Sc | Vidyasagar University | 2006 |
| B.Sc | Panskura Banamali College | 2004 |
Title of the Ph. D. Thesis
| Title of the Ph. D. Thesis |
|---|
| A Study Towards Design And Implementation of Data/Image Compression Techniques |
Career Profile / Teaching Experience
| Description of Experience |
|---|
| Assistant Professor,Department of Computer Science, Vidyasagar University since 23.12.2014 |
| Assistant Professor,Department of Computer Science,Bangabasi College from 10.04.2014 to 22.12.2014 |
| Assistant Professor,Department of Computer Science,Academy of Technology from 11.01.2012 to 05.04.2014 |
| Assistant Professor,Department of Computer Science, Bankura Unnayani Institute of Engineering from 02.02.2009 to 10.01.2012. |
Course/ Subject Taught
| Course Name |
|---|
| 8085 Microprocesor |
| Advanced Operating System |
| Advanced Computer Architecture |
| C programming language |
| Object Oriented Programming using Python |
| Deep learning |
Publications in Journal / Magazines / Newspaper
| Author' Name | Title | Publication Type | Published in | Published on | Publisher's Name | Role | Details |
|---|---|---|---|---|---|---|---|
| Bachchu Paul; Santanu Phadikar; Utpal Nandi | Noise-augmented transformer-based automatic speech recognizer using a novel noise distillation system | International | Multimedia Tools and Applications | Jan, 2026 | Springer | Co-Author | Impact Factor: Indexing: SCOPUS,ESCI,UGC CARE,OthersArticle's Web Link: https://doi.org/10.1007/s11042-026-21303-9 |
| Anish Sarkar; Utpal Nandi; Santanu Koley; Chiranjit Changdar; Bachchu Paul; Partha Chowdhuri; Pabitra Pal | Deep learning based hyperspectral band selection using position-sensitive axial attention mechanism | International | Evolutionary Intelligence Journal | Jan, 2026 | Springer | Corresponding Author | Impact Factor: 2.6Indexing: SCOPUS,ESCI,OthersArticle's Web Link: https://doi.org/10.1007/s12065-025-01135-6 |
| Variable payload-based image steganographic scheme using dilated Laplacian of gaussians edge detection | International | Multimedia Tools and Applications, Electronic ISSN: 1573-7721 and Print ISSN: 1380-7501 | Jul, 2025 | Springer | Corresponding Author | Impact Factor: 0.00000Indexing: SCOPUSArticle's Web Link: https://doi.org/10.1007/s11042-025-21016-5 | |
| An evolutionary algorithm for solving a unique discounted 0-1 knapsack problem in a random type-2 fuzzy environment | International | Computational and Applied Mathematics, Vol.44, No. 327, Electronic ISSN 1807-0302 and Print ISSN 2238-3603 | Jun, 2025 | Springer | Co-Author | Impact Factor: 2.50000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s40314-025-03279-8 | |
| Blockchain-Integrated Image Steganography using xDoG Edge Detection for Authentication | International | Cyber Security and Applications, ISSN 2772-9184 | Apr, 2025 | Elsevier | Corresponding Author | Impact Factor: 0.00000Indexing: SCOPUSArticle's Web Link: https://doi.org/10.1016/j.csa.2025.100091 | |
| Tsi-cnn-net: truly shift-invariant convolutional neural network for Indian sign language recognition system | International | Pattern Analysis and Applications, Vol. 28, No. 52, Electronic ISSN 1433-755X and Print ISSN 1433-7541 | Feb, 2025 | Springer | Corresponding Author | Impact Factor: 3.70000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s10044-025-01428-7 | |
| QSHO: Quantum spotted hyena optimizer for global optimization | International | Artificial Intelligence Review, Vol. 58, No. 71, Electronic ISSN 1573-7462 and Print ISSN 0269-2821 | Jan, 2025 | Springer | Co-Author | Impact Factor: 10.70000Indexing: SCOPUS, SCI, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s10462-024-11072-y | |
| ParHybNet: Parallel Hybrid Network for Hyperspectral Image Classifcation | International | Journal of the Indian Society of Remote Sensing (Electronic ISSN 0974-3006 and Print ISSN 0255-660X) | Dec, 2024 | Springer | Corresponding Author | Impact Factor: 2.20000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s12524-024-02072-0 | |
| aMacP: An adaptive optimization algorithm for Deep Neural Network | International | Neurocomputing, Vol. 620, 129242, Online ISSN: 1872-8286Print ISSN: 0925-2312 | Dec, 2024 | Elsevier | Corresponding Author | Impact Factor: 5.50000Indexing: SCOPUS, SCI, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1016/j.neucom.2024.129242 | |
| Ensemble Transfer Learning for Image Classification | International | ECTI Transactions on Computer and Information Technology (ECTI-CIT), Vol. 19 No. 1, PP. 25-36, ISSN: 2286-9131 (Online) | Nov, 2024 | Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI) | Co-Author | Impact Factor: 0.00000Indexing: SCOPUSArticle's Web Link: https://doi.org/10.37936/ecti-cit.2025191.257836 | |
| SWOSBC: A novel optimizer for learning Convolutional Neural Network | International | IEEE Access, Electronic ISSN: 2169-3536 | Oct, 2024 | IEEE | Corresponding Author | Impact Factor: 3.40000Indexing: SCOPUS, SCIEArticle's Web Link: https://doi.org/10.1109/ACCESS.2024.3481640 | |
| Image classification with deconvolution operation and augmentation | International | The Computer Journal, 2024, 1–10 | Oct, 2024 | Oxford University Presss | Co-Author | Impact Factor: 1.50000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1093/comjnl/bxae099 | |
| A robust watermarking approach for medical image authentication using dual image and quorum function | International | Journal of Visual Communication and Image Representation, Vol. 104, ISSN 1047-3203 | Sep, 2024 | Elsevier | Co-Author | Impact Factor: 2.60000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1016/j.jvcir.2024.104299 | |
| Isolated word recognition based on a hyper-tuned cross-validated CNN-BiLSTM from Mel Frequency Cepstral Coefficients | International | Multimed Tools Appl (2024) Electronic ISSN: 1573-7721 and Print ISSN: 1380-7501 | Jul, 2024 | Springer | Co-Author | Impact Factor: 3.00000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s11042-024-19750-3 | |
| Deep Learning Based Hyperspectral Image Classification: A Review For Future Enhancement | International | Int. J. Com. Dig. Sys. 16, No.1 (ISSN 2210-142X) | Jun, 2024 | University of Bahrain | Corresponding Author | Impact Factor: 0.00000Indexing: SCOPUSArticle's Web Link: http://dx.doi.org/10.12785/ijcds/160133 | |
| emapDiffP: A novel learning algorithm for Convolutional Neural Network optimization | International | Neural Computing and Applications, Electronic ISSN: 1433-3058 and Print ISSN: 0941-0643 | Apr, 2024 | Springer | Corresponding Author | Impact Factor: 6.00000Indexing: SCOPUS, ESCI, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s00521-024-09708-9 | |
| Spoken word recognition using a novel speech boundary segment of voiceless articulatory consonants | International | International Journal of Information Technology, Electronic ISSN 2511-2112 | Mar, 2024 | Springer | Co-Author | Impact Factor: 0.00000Indexing: SCOPUS, UGC CAREArticle's Web Link: https://doi.org/10.1007/s41870-024-01776-3 | |
| Opposition-Based Chaotic Tunicate Swarm Algorithms for Global Optimization | International | IEEE Access (Electronic ISSN: 2169-3536), vol. 12, pp. 18168-18188 | Jan, 2024 | IEEE | Co-Author | Impact Factor: 3.90000Indexing: SCOPUS, SCIEArticle's Web Link: https://doi.org/10.1109/ACCESS.2024.3359587 | |
| sqFm: a novel adaptive optimization scheme for deep learning model | International | Evolutionary Intelligence (Electronic ISSN:1864-5917), | Jan, 2024 | Springer | Corresponding Author | Impact Factor: 2.60000Indexing: SCOPUS, ESCI, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s12065-023-00897-1 | |
| Indian sign language recognition system using Network Deconvolution and SpatialTransformer Network | International | Neural Computing and Applications, Electronic ISSN: 1433-3058 and Print ISSN: 0941-0643 | Jul, 2023 | Springer | Corresponding Author | Impact Factor: 6.00000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s00521-023-08860-y | |
| A Novel Deep Neural Network Model Using Network Deconvolution with Attention based Activation for Crop Disease Classification | International | Multimedia Tools and Applications, Electronic ISSN: 1573-7721 and Print ISSN: 1380-7501 | Jul, 2023 | Springer | Co-Author | Impact Factor: 3.60000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s11042-023-16125-y | |
| PCOBL: A Novel Opposition-based Learning Strategy to Improve Metaheuristics Exploration and Exploitation for Solving Global Optimization Problems | International | IEEE Access, Electronic ISSN: 2169-3536 | May, 2023 | IEEE | Co-Author | Impact Factor: 3.90000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1109/ACCESS.2023.3273298 | |
| A novel ensemble learning-based model for network intrusion detection | International | Complex & Intelligent Systems (Electronic ISSN 2198-6053) | Apr, 2023 | Springer | Co-Author | Impact Factor: 6.70000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s40747-023-01013-7 | |
| Image steganography based on diference of Gaussians edgedetection | International | Multimedia Tools and Applications, Electronic ISSN: 1573-7721 and Print ISSN: 1380-7501 | Apr, 2023 | Springer | Co-Author | Impact Factor: 3.60000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s11042-023-15360-7 | |
| TAttMSRecNet: Triplet-Attention and Multiscale Reconstruction Network for Band Selection in Hyperspectral Images | International | Expert Systems With Applications | Feb, 2023 | Elsevier | First Author,Corresponding Author | Impact Factor: 8.66500Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1016/j.eswa.2022.118797 | |
| diffMoment: An adaptive optimization technique for Convolutional Neural Network | International | Applied Intelligence (Print ISSN: 0924-669X and Electronic ISSN: 1573-7497) | Dec, 2022 | Springer | Corresponding Author | Impact Factor: 5.30000Indexing: SCOPUS, SCI, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s10489-022-04382-7 | |
| Recent Researches on Image Classification Using Deep Learning Approach | International | International Journal of Computing and Digital Systems (ISSN :2210-142X), Vol. 12, No. 1, pp.1357-1374 | Dec, 2022 | University of Barhain | Co-Author | Impact Factor: 0.00000Indexing: SCOPUSArticle's Web Link: https://dx.doi.org/10.12785/ijcds/1201109 | |
| A special 0-1 Knapsack problem for a small vegetable retailing system under fuzziness: a swarm optimization based approach | International | Neural Computing and Applications, Vol. 34, pages 9175–9190, Electronic ISSN: 1433-3058 and Print ISSN: 0941-0643 | Jan, 2022 | Springer | Co-Author | Impact Factor: 6.00000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s00521-022-06944-9 | |
| A two-phase ant colony optimization based approach for single depot multiple travelling salesman problem in Type-2 fuzzy environment | International | Artificial Intelligence Review, Electronic ISSN: 1573-7462 and Print ISSN: 0269-2821 | Jan, 2022 | Springer | Co-Author | Impact Factor: 12.00000Indexing: SCOPUS, SCI, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s10462-022-10190-9 | |
| Indian sign language alphabet recognition system using CNN with diffGrad optimizer and stochastic pooling | International | Multimedia Tools and Applications Journal, Electronic ISSN: 1573-7721 and Print ISSN: 1380-7501 | Jan, 2022 | Springer | First Author,Corresponding Author | Impact Factor: 3.60000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s11042-021-11595-4 | |
| Fractal image compression using a fast affine transform and hierarchical classification scheme | International | Visual Computer Journal, Electronic ISSN: 1432-2315 and Print ISSN: 0178-2789 | Jul, 2021 | Springer | Sole Author,First Author,Corresponding Author | Impact Factor: 3.50000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s00371-021-02226-y | |
| Fractal image compression with adaptive quadtree partitioning and non-linear affine map | International | Multimedia Tools and Applications Journal, Vol. 79, pp. 26345–26368, Electronic ISSN: 1573-7721 and Print ISSN: 1380-7501 | Jul, 2020 | Springer | Sole Author,First Author,Corresponding Author | Impact Factor: 3.60000Indexing: SCOPUS, SCIE, UGC CAREArticle's Web Link: https://doi.org/10.1007/s11042-020-09256-z | |
| Misdirection Attack Detection in Wireless Sensor Network | International | International Journal of Recent Technology and Engineering (IJRTE), vol. 8, issue 5, pp. 1411-1414, ISSN: 2277-3878 | Jan, 2020 | Blue Eyes Intelligence Engineering & Sciences Publication | Co-Author | Impact Factor: 0.00000Indexing: SCOPUSArticle's Web Link: https://doi.org/10.35940/ijrte.2277-3878 | |
| An adaptive fractal-based image coding with hierarchical classification strategy and its modification | International | Innovations in Systems and Software Engineering volume 15, pages 35–42, Electronic ISSN: 1614-5054 & Print ISSN: 1614-5046 | Feb, 2019 | Springer | Sole Author,First Author,Corresponding Author | Impact Factor: 1.20000Indexing: SCOPUS, UGC CAREArticle's Web Link: https://doi.org/10.1007/s11334-019-00327-5 | |
| A novel hierarchical classification scheme for adaptive quardtree partitioning based fractal image coding | International | 52nd Annual Convention of Computer Society of India (CSI 2017), Science City, Kolkata, West Bengal, India , 19-21 January | Jan, 2018 | Springer | Impact Factor: Indexing: Article's Web Link: | ||
| Efficiency of adaptive fractal image compression with archetype classification and its modifications | International | International Journal of Computers and Applications (IJCA)(1206-212X (Print) 1925-7074 (Online)), Vol.38; Nos. 2-3; Oct-2016; Page No. 156-163. | Jan, 2016 | Taylor & Francis Group | Impact Factor: Indexing: Article's Web Link: | ||
| Wavelet-based image compression using SPIHT and Windowed Huffman coding with limited distinct symbol and its variant | International | First International Conference on Intelligent Computing and Communication 2016 (ICIC2 2016) , Kalyani, West Bengal, India , 18-19 February, 2016. | Jan, 2016 | Springer | Impact Factor: Indexing: Article's Web Link: | ||
| Comparative study and analysis of Windowed Huffman Coding with limited distinct symbols and its variants | International | International Journal of Engineering Technology and Computer Research (IJETCR), Volume 3; Issue 2; May-June-2015; Page No. 121-128 | Jan, 2015 | Innovative Research Center | Impact Factor: Indexing: Article's Web Link: | ||
| Fractal Image Compression with Adaptive Quadtree Partitioning and Lossless Encoding on the Parameters of Affine Transformations | International | 2nd international conference on Information System Design and Intelligent Applications 2015 (INDIA 2015), Volume 340, pp 73-83, 21 Jan 2015 | Jan, 2015 | Springer | Impact Factor: Indexing: Article's Web Link: | ||
| Fractal Image Compression with Quadtree Partitioning and a new Fast Classification Strategy | International | in 3rd International Conference on Computer, Communication, Control and Information Technology (C3IT-2015), 7-8 Feb. 2015, pp. 1 – 4, Hooghly | Jan, 2015 | IEEE | Impact Factor: Indexing: Article's Web Link: | ||
| Fractal Image Compression Using Hierarchical Classification Of Sub-Images | International | 10th International Conference on Computer Vision Theory and Applications (VISAPP 2015, pp. 46-53, 2015, Berlin, Germany | Jan, 2015 | SCITEPRESS Digital Library | Impact Factor: Indexing: Article's Web Link: | ||
| Fractal Image Compression With Adaptive Quardtree Partitioning And Archetype Classification | International | IEEE International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN 2015), Kolkata, West Bengal, India , PP. 56-60 | Jan, 2015 | IEEE | Impact Factor: Indexing: Article's Web Link: | ||
| Achieving the Capability of a Dictionary Based Data Compression Technique OLZW and its Variants | International | International Journal of Electronics Communication and Computer Engineering, Volume 5, Issue 4, august 2014, pp.921-926 | Jan, 2014 | Timeline Publication Pvt. Ltd | Impact Factor: Indexing: Article's Web Link: | ||
| Fractal Image Compression By Using Loss- Less Encoding On The Parameters Of Affine Transforms | International | First International conference on Automation, control, Energy and Systems (ACES-14), Hooghly, West Bengal, INDIA, Feb-2014, pp. 1-6 | Jan, 2014 | IEEE | Impact Factor: Indexing: Article's Web Link: | ||
| Fractal Image Compression using Fast Context Independent HV partitioning Scheme and MRBH, MRBHM coding | International | First International conference on Automation, control, Energy and Systems (ACES-14), HOOGHLY, WEST BENGAL, INDIA. Feb-2014, pp. 1-5 | Jan, 2014 | IEEE | Impact Factor: Indexing: Article's Web Link: | ||
| Windowed Huffman coding with limited distinct symbols by least recently used symbol removable | International | 3rd International conference on Front. of Intelligent Computing ( FICTA-2014), pp. 489-494 | Jan, 2014 | Springer | Impact Factor: Indexing: Article's Web Link: | ||
| Efficiency And Capability Of Fractal Image Compression With Adaptive Quardtree Partitioning | International | International Journal Multimedia And Application (IJMA), Vol.5, No.4, August 2013, pp. 53-66 | Jan, 2013 | AIRCC | Impact Factor: Indexing: Article's Web Link: | ||
| Fractal Image Compression with Adaptive Quadtree Partitioning Scheme | International | International Conference on Signal, Image Processing and Pattern Recognition (SIPP-2013), Bangalore, India, February 18-20, pp.289-296 | Jan, 2013 | AIRCC | Impact Factor: Indexing: Article's Web Link: | ||
| Modified Compression Techniques Based On Optimality Of LZW Code (MOLZW) | International | 1st International Conference on Computational Intelligence: Modelling, Techniques and Applications (CIMTA- 2013). Kalyani, INDIA, pp. 949-956. | Jan, 2013 | Elsevier | Impact Factor: Indexing: Article's Web Link: | ||
| Comparative Study And Analysis of Adaptive Region Based Huffman Compression Techniques | International | International Journal of Information Technology Convergence and Services (IJITCS), Vol.2, No.4, August 2012, pp. 17-24 | Jan, 2012 | AIRCC | Impact Factor: Indexing: Article's Web Link: | ||
| Region Based Huffman Compression with region wise multiple interchanging of codes | International | Advancement Of Modelling & Simulation Techniques In Enterprises(AMSE), France, Vol.17, No.2, July 2012, pp. 44-58. | Jan, 2012 | Springer Verlog | Impact Factor: Indexing: Article's Web Link: | ||
| Windowed Huffman coding with limited distinct symbol | International | 2nd International Conference on Computer, Communication, Control and Information Technology(C3IT), Hooghly, West Bengal, India, February, 2012, vol.4, pp. 589-594 | Jan, 2012 | Elsevier | Impact Factor: Indexing: Article's Web Link: | ||
| Adaptive Region Based Huffman Compression Technique with selective code interchanging | International | The Second International Workshop on Peer-to-Peer Networks and Trust Management (P2PTM-2012) Chennai, India, July, 2012, vol. 176, pp. 739-748 | Jan, 2012 | Springer | Impact Factor: Indexing: Article's Web Link: | ||
| A Compression Technique Based on Optimality of LZW code(OLZW) | International | The Third IEEE International Conference on Computer & Communication Technology (ICCCT-2012) Allahabad, India , Nov, 2012, pp. 166-170 | Jan, 2012 | IEEE | Impact Factor: Indexing: Article's Web Link: | ||
| Fractal Image Compression using Fast Context Independent HV partitioning Scheme | International | 3rd IEEE International Symposium on Electronic System Design (ISED-2012), dec 19-21, Kolkata, India, pp. 306-308 | Jan, 2012 | IEEE | Impact Factor: Indexing: Article's Web Link: | ||
| Size Adaptive Region based Huffman Compression | National | UGC Sponsored National Symposium on Emerging Trends in Computer Science(ETCS),pp.12-14. Barrackpore, India | Jan, 2012 | Barrackpore Rastraguru Surendranath College | Impact Factor: Indexing: Article's Web Link: | ||
| Region based Huffman (RBH) Compression Technique with Code Interchange | International | Malayasian Journal of Computer Science(MJCS), Malayasia, Vol. 23, No. 2, September 2010, pp. 111-120 | Jan, 2010 | Springer Verlog | Impact Factor: Indexing: Article's Web Link: |
Book Chapter Published
| Title of Chapter | Title of the Book | Published by | Published on | Role | Details |
|---|---|---|---|---|---|
| KEIIFFC: Keyframe Extraction from Historical Videos Using Intra and Inter-frame Features-Based on Clustering | Proceedings of Second International Symposium on Artificial Intelligence. ISAI 2025. Lecture Notes in Networks and Systems | Springer, Singapore | Jan, 2026 | Co-Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-96-9239-2_35 |
| Detecting Synthetic Voices: A Novel Approach to Audio Deepfake Identification | Intelligent Human Centered Computing. HUMAN 2025. Lecture Notes in Networks and Systems | Springer, Singapore | Jan, 2026 | Co-Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-95-3671-9_18 |
| Image Steganography with Efficient Utilization of Difference of Gaussian Edge Detection and Dilation | Proceedings of International Conference on Network Security and Blockchain Technology. ICNSBT 2025. Lecture Notes in Networks and Systems | Springer, Singapore | Oct, 2025 | Co-Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-96-6348-4_3 |
| Finding Efficient Activation Functions for Deep Learning Based Hyperspectral Image Classification | International Conference on Data Analytics and Insights. ICDAI 2024. Lecture Notes in Networks and Systems | Springer, Singapore | Jul, 2025 | Corresponding Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-96-3287-9_23 |
| Empowering Bangla Speech Recognition System Through Spectrogram Analysis and Deep Learning Approach | Intelligent Human Centered Computing. HUMAN 2024. Springer Tracts in Human-Centered Computing | Springer, Singapore | May, 2025 | Co-Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-96-1761-6_2 |
| Convolutional Block Attention Augmented Convolutional Neural Network for Indian Sign Language Recognition System | Smart Systems and Wireless Communication. SSWC 2024. Smart Innovation, Systems and Technologies | Springer, Singapore | Apr, 2025 | Corresponding Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-96-1348-9_17 |
| Searching Optimizers for Deep Learning Based Hyperspectral Image Classification | Computational Technologies and Electronics. ICCTE 2023. Communications in Computer and Information Science | Springer, Cham | Mar, 2025 | Corresponding Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-3-031-81935-3_7 |
| STN-FRCNN: Spatial Transformer Network Augmented Faster R-CNN Network for Crop Disease Classification | International Conference on Systems and Technologies for Smart Agriculture. CISCON 2023. Springer Proceedings in Information and Communication Technologies | Springer, Singapore | Jan, 2025 | Corresponding Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-97-5157-0_12 |
| Image Classification using Few Shot Learning | Algorithms for Intelligent Systems (Springer Book Series) (Print ISBN978-981-99-8437-4) | Springer | Mar, 2024 | Co-Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-99-8438-1_7 |
| ATCBBC: A novel optimizer for neural network Architectures | Deep Learning and Computational Intelligence for Wireless Communication - MDCWC 2023 | Springer, Cham | Oct, 2023 | Corresponding Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-3-031-47942-7_8 |
| Identification of Mental State Through Speech Using a Deep Learning Approach | Intelligent Human Centered Computing. Human 2023. Springer Tracts in Human-Centered Computing. | Springer, Singapore | Jun, 2023 | Co-Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-99-3478-2_5 |
| Taxonomy of Music Genre Using Machine Intelligence from Feature Melting Technique | Intelligent Human Centered Computing. Human 2023. Springer Tracts in Human-Centered Computing | Springer, Singapore | Jun, 2023 | Co-Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-99-3478-2_3 |
| angularParameter: A novel optimization technique for deep learning models | Machine Intelligence Techniques for Data Analysis and Signal Processing. Lecture Notes in Electrical Engineering | Springer, Singapore | May, 2023 | Corresponding Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-99-0085-5_17 |
| Learning Based Image Classification Techniques | Computational Intelligence in Communications And Business Analytics (CICBA 2022) | Springer | Jul, 2022 | Co-Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-3-031-10766-5_3 |
| A Fast Partitioning Strategy: Its Application to Fractal Image Coding | Advances in Smart Grid and Renewable Energy. ETAEERE 2020, Lecture Notes in Electrical Engineering, vol 691, Print ISBN: 978-981-15-7510-5, Online ISBN978-981-15-7511-2 | Springer, Singapore | Jan, 2021 | First Author,Corresponding Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-15-7511-2_21 |
| Three-Level Hierarchical Classification Scheme: Its Application to Fractal Image Compression Technique | Intelligent Data Engineering and Analytics. Advances in Intelligent Systems and Computing, vol 1177, Print ISBN978-981-15-5678-4, Online ISBN978-981-15-5679-1 | Springer, Singapore | Aug, 2020 | First Author,Corresponding Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-15-5679-1_12 |
| A Technique to Detect Wormhole Attack in Wireless Sensor Network Using Artificial Neural Network | Evolutionary Computing and Mobile Sustainable Networks. Lecture Notes on Data Engineering and Communications Technologies, vol 53. 2021, Print ISBN: 978-981-15-5257-1 | Springer, Singapore | Aug, 2020 | Co-Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-15-5258-8_29 |
| A Novel Hierarchical Classification Scheme for Adaptive Quadtree Partitioning Based Fractal Image Coding | Social Transformation – Digital Way. CSI 2018. Communications in Computer and Information Science, vol 836, Print ISBN: 978-981-13-1342-4, Online ISBN: 978-981-13-1343-1 | Springer, Singapore | Aug, 2018 | First Author,Corresponding Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-13-1343-1_50 |
| Wavelet-Based Image Compression Using SPIHT and Windowed Huffman Coding with Limited Distinct Symbol and It’s Variant | Proceedings of the First International Conference on Intelligent Computing and Communication. Advances in Intelligent Systems and Computing, vol 458. Print ISBN: 978-981-10-2034-6, Online ISBN: 978-981-10-2035-3 | Springer | Nov, 2016 | First Author,Corresponding Author | Indexing: SCOPUS Article's Web Link: https://doi.org/10.1007/978-981-10-2035-3_44 |
Ph. D. Thesis Guidance
| Scholar Name | Thesis Title | Name of the Co Supervisor | Status | Date |
|---|---|---|---|---|
| Anish Sarkar | Design and implementation of Deep Neural Network based Band Selection and Classification of Hyperspectral Images | Ongoing | Dec, 2025 | |
| Shubhankar Bhakta | Study on Design and Implementation of Optimizes of Neural Network Architectures | Awarded | May, 2025 | |
| Anudyuti Ghorai | Study on Design and Implementation of Indian Sign language Recognition Systems | Ongoing | Sep, 2024 | |
| Biswajit Patwari | Edge-based Steganographic techniques to Ensure Data security | Ongoing | Sep, 2024 |
Invited Lectures
| Title | Organized By | Venue | Date |
|---|---|---|---|
| Python Programming: An Overview | Belda College, Paschim Medinipur | Belda | Apr, 2023 |
| Convolutional Neural Network and Its Applications in Image Processing | Debra Thana Sahid Kshudiram Smriti Mahavidyalaya in technical collaboration with IEEE Computational Intelligence Society, Kolkata Chapter | Debra | Jan, 2020 |
| Deep learning for image classification | Belda College in technical collaboration with IEEE Computational Intelligence Society, Kolkata Chapter | Belda | Jan, 2020 |
| Introduction to Python Programming | Mahishadal Raj College | Mahishadal Raj College | Jan, 2019 |
| A Study on Fractal Image Compression Technique | Hijli College | Hijli , Paschim medinipur, West Bengal | Jan, 2015 |
Membership of Learned Society
| Title/Name of the Society |
|---|
| Computer Society of India (CSI), Membership No. : I1506085 |
Conference /Seminar/Workshop Attended
| Title of the Seminar/Conference/Workshop | Date | Role | Held at and Organiser |
|---|---|---|---|
| Second International Conference on Machine Learning, Deep Learning, and Computational Intelligence for Wireless Communication | Jun, 2023 | Participant | National Institute of Technology, Tiruchirappalli (Government of India), Tamil Nadu, India |
| 7 Days STC on METHODOLOGY OF EFFECTIVE TEACHING LEARNING AND RESEARCH | May, 2022 | Participant | Sarojini Naidu College for Women In collaboration with UGC HRDC, University of North Bengal |
| NAAC Sponsored 2 days State Level Workshop on “Use of ICT enabled tools for Teaching, Learning and Evaluation in Higher Education Institutions” | May, 2022 | Participant | Durgapur Government College, Durgapur, West Bengal |
| International Conference on Machine Intelligence and Signal Processing (MISP) | Mar, 2022 | Paper Presenter | NIT Raipur, India |
| KNU UGC STRIDE SPONSORED STTP on“Internet of Things (IoT): Concept to Implementation” | Dec, 2021 | Participant | Kazi Nazrul University |
| International Conference on Network Security and Blockchain Technology (ICNSBT 2021) | Dec, 2021 | Participant | Computer Society of India, at Indian Statistical Institute, Kolkata |
| Online Global FDP on ""Data Science for All" | Jan, 2021 | Participant | Electronics & ICT Academy, NIT Patna |
| Six-Day International Webinar On Artificial Intelligence And Its Global Applications | Jan, 2021 | Participant | Department of Computer Science University of Kerala Trivandrum-581, Kerala |
| AICTE Sponsored STTP on Tools and Techniques for Machine Learning and its Applications | Jan, 2021 | Participant | MAKAUT, West Bengal |
| AICTE Sponsored STTP on Cybersecurity | Jan, 2021 | Participant | MAKAUT, West Bengal |
| One Week’s International FDP on “AI and Data Science” | Jan, 2020 | Participant | Department of MCA, JSPM’s Rajarshi Shahu College of Engineering, Pune, Maharashtra, India |
| Online FDP on Trends in Data Science | Jan, 2020 | Participant | Ramaiah Institute of Technology (Autonomous Institute, Affiliated to VTU) Bangalore- 560 054, Karnataka |
| 52nd Annual Convention of Computer Society of India (CSI 2017) | Jan, 2017 | Paper Presenter | Computer Society of India, Science City, Kolkata, West Bengal, India |
| First International Conference on Intelligent Computing and Communication 2016 (ICIC2 2016) | Jan, 2016 | Paper Presenter | Kalyani, West Bengal, India |
| IEEE International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN 2015) | Jan, 2015 | Paper Presenter | Kolkata, West Bengal, India |
| 2nd international conference on Information System Design and Intelligent Applications (INDIA 2015) | Jan, 2015 | Paper Presenter | Dept. Computer Sc. & Engg., University of Kalyani, Kalyani, INDIA |
| First International conference on Automation, control, Energy and Systems (ACES-14) | Jan, 2014 | Paper Presenter | Academy of Technology, Hooghly, West Bengal, India |
| 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2014) | Jan, 2014 | Paper Presenter | Bhubaneswar, Odisa, India |
| 1st International Conference on Computational Intelligence: Modelling, Techniques and Applications (CIMTA- 2013) | Jan, 2013 | Paper Presenter | Dept. Computer Sc. & Engg., University of Kalyani, Kalyani, INDIA |
| UGC Sponsored National ymposium on Emerging Trends in Computer Science (ETCS) | Jan, 2012 | Paper Presenter | Barrackpore, India |
| 2nd International Conference on Computer, Communication, Control and Information Technology(C3IT) | Jan, 2012 | Paper Presenter | Academy of Technology, Hooghly, West Bengal, India |
Conference /Seminar/Workshop Organised
| Title of the Seminar/Conference/Workshop | Date | Role in the Event | Funding Agency |
|---|---|---|---|
| One day 4th National Seminar on Advanced computation, Algorithm and Security | Mar, 2024 | Convenor | . |
| 2nd INTERNATIONAL CONFERENCE ON NETWORK SECURITY AND BLOCKCHAIN TECHNOLOGY (ICNSBT 2023) | Mar, 2023 | Organizing co-Chair | SERB |
| International Webinar on Machine learning and Deep learning | Apr, 2022 | Jt. Convener | . |
| 3rd National Seminar on Advanced Computation, Algorithm and Security (ACAS-2K18), 29th March, 2018, Organized by the Department of Computer Science, Vidyasagar University | Jan, 2018 | Organizing Joint Secretary | UGC Unassigned Grant |
| 2nd National Seminar on Advanced Computation, Algorithm and Security (ACAS-2K17), 30th March, 2017, Organized by the Department of Computer Science, Vidyasagar University | Jan, 2017 | Member of Organizing Committe | UGC Unassigned Grant |
| National Seminar on Advanced Computation, Algorithm and Security (ACAS-2K16), 29th – 30th March, 2016, Organized by the Department of Computer Science, Vidyasagar University | Jan, 2016 | Organizing Joint Secretary | UGC Unassigned Grant |
Awards
| Award Name | Awarded by | Date |
|---|---|---|
| Best research paper award | Techno International New Townin International conference on Data Analytics and Insights (ICDAI 2024) | Jul, 2024 |
| Best research paper award | Taylor's University, Malaysia in International Conference on Evolutionary Artificial Intelligence (ICEAI 2023) | Sep, 2023 |
| First in M.Tech (Gold medalist) | University of Kalyani | Jan, 2010 |
| Second in M.Sc. (Silver medalist) | Vidyasagar University | Jan, 2007 |
| GATE Scholarship | MHRD, Govt. Of India | Jan, 2007 |