Samit Biswas

About

Dr. Samit Biswas is currently working as an Assistant Professor in the Department of Computer Science and Technology at Indian Institute of Engineering Science And Technology, Shibpur, India. His research interests include Machine Learning, Document Image processing, Computer Vision, Natural language Processing, Machine based Translation. He has authored or co-authored several papers in reputable journals, such as the PATTERN RECOGNITION, IJDAR, IET Image Processing as well as the conference papers in ICDAR, DAS, ICPR, PReMI, ICVGIP, TENCON

Personal Webpage: Click Here

Resources (Dataset): These datasets mentioned here can only be used for Academic Research purposes; it is not for commercial use.

IIEST-Indic-HW: IIEST-Indic-HW is a multilingual handwritten Indic dataset. This dataset consists of samples of handwritings from 170 writers written in Bengali and Hindi. Click here to access this dataset.

Bangla Comic Book Image dataset (BCBId): Comic books and graphic novels have been the subject of serious critical attention for some time now, though a number of works on 'English comic genres' can be found but none of them really focused on the 'Bengali comics genres'. Here this database contains a total of 3327 images of different kinds of 'Bengali Comic Books' from a diverse set of renowned authors. Click Here to access this dataset.

Academic Qualifications

B.E, M.Tech, PhD

Research Statement

Machine Learning and it's Application
Digital Image Processing and Analysis
Document Image Analysis
Image Processing and Pattern Recognition
Computer Vision
Machine-based Translation
Social Network Analysis
Natural Language Processing and it's Application
Data Mining and Pattern Recognition

Latest Publications

2 Arpita Dutta, Samit Biswas, Amit Kumar Das, EmoComicNet: A multi-task model for comic emotion recognition, Pattern Recognition, 2024

3 Arnab Dey, Samit Biswas, Laith Abualigah, Umpire’s Signal Recognition in Cricket using an Attention based DC-GRU Network, International Journal of Engineering, 2024

4 Arnab Dey, Samit Biswas, Gesture Recognition for ISL-Question Signs in Videos using DCDW-LSTM Attention, 2023 IEEE 5th PhD Colloquium on Emerging Domain Innovation and Technology for Society (PhD EDITS), 2023

5 Susmita Das, Sangita Dutta, Susanta Chakraborty, Samit Biswas, Influence of Opinion Formation on Polarization in Social Networks, 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2023

6 Sanhita Dan, Arpan Garai, Samit Biswas, Analyzing Lung Diseases Using CNN from Chest X-ray Images., Computational Intelligence in Pattern Recognition. CIPR 2023, 2023

7 Piyush K. Samanta, Arpita Dutta, Samit Biswas, SBGAN: Sequential Bengali Word Image Generation Model., Computational Intelligence in Pattern Recognition. CIPR 2023., 2023

8 Arnab Dey, Arpita Dutta, Samit Biswas, WorkoutNet: A Deep Learning Model for the Recognition of Workout Actions from Still Images, 2023 3rd International Conference on Intelligent Technologies (CONIT), 2023

9 Arpita Dutta; Samit Biswas; Amit Kumar Das, BCBId: First Bangla comic dataset and its applications., International Journal on Document Analysis and Recognition (IJDAR), 2022

10 Tanushree Das; Arpita Dutta; Samit Biswas;, Summarization of Comic Videos, International Conference on Computational Intelligence in Pattern Recognition,, 2022

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Research Areas

Machine Learning and it's Application
Digital Image Processing and Analysis
Document Image Analysis
Image Processing and Pattern Recognition
Machine-based Translation
Social Network Analysis
Natural Language Processing and it's Application
Data Mining and Pattern Recognition

Teachings

PG Courses

1 Graph Algorithms

UG Courses

1 Natural Language Processing Laboratory 2 Natural Language Processing 3 Formal Language and Automata Theory. 4 Compiler Design. 5 Introduction To Computing.

Publications

1 Arnab Dey; Anubhav Anand; Subhajit Samanta; Bijay Kumar Sah; Samit Biswas, Attention-Based AdaptSepCX Network for Effective Student Action Recognition in Online Learning, 233, 164-174, Procedia Computer Science, 2024 2 Arpita Dutta, Samit Biswas, Amit Kumar Das, EmoComicNet: A multi-task model for comic emotion recognition, Pattern Recognition, 2024 3 Arnab Dey, Samit Biswas, Laith Abualigah, Umpire’s Signal Recognition in Cricket using an Attention based DC-GRU Network, International Journal of Engineering, 2024 4 Arpita Dutta; Samit Biswas; Amit Kumar Das, BCBId: First Bangla comic dataset and its applications., International Journal on Document Analysis and Recognition (IJDAR), 2022 5 Arpan Garai, Arpita Dutta, Samit Biswas, Automatic dewarping of camera-captured comic document images., Multimedia Tools and Applications, 2022 6 Susmita Das; Susanta Chakraborty; Samit Biswas, Relevant Word Determination from Dynamic Text Network, IETE Journal of Research, 2022 7 Arpan Garai, Samit Biswas, Sekhar Mandal, Bidyut. B. Chaudhuri, Dewarping of document images: A semi-CNN based approach, Multimedia Tools and Applications, 2021 8 Arpita Dutta, Arpan Garai, Samit Biswas , Amit Kumar Das, Segmentation of text lines using multi-scale CNN from warped printed and handwritten document images, International Journal on Document Analysis and Recognition (IJDAR), 2021 9 Arpita Dutta; Samit Biswas; Amit Kumar Das, CNN-based segmentation of speech balloons and narrative text boxes from comic book page images, International Journal on Document Analysis and Recognition (IJDAR), 2021 10 Arpan Garai; Samit Biswas; Sekhar Mandal, A Theoretical Justification of Warping Generation for Dewarping using CNN, 107621, Pattern Recognition, 2021 11 Arpan Garai, Samit Biswas, Sekhar Mandal, Bidyut B. Chaudhuri, Automatic rectification of warped Bangla document images, IET Image Processing, 2019

12 Ramnath Dutta; Sekhar Mandal and Samit Biswas, Automatic Abstraction of Combinational Logic Circuit from Scanned Document Page Images, 29(2), 212-223, Pattern Recognition and Image Analysis: Advances in Mathematical Theory and Applications, 2019

13 Sayan Mandal; Samit Biswas; Amit Kumar Das and Bhabatosh Chanda, Map image binarization and stitching using extraction of regions, 9(1), 28-40, Journal of Theoretical and Applied Computer Science, 2015

14 Samit Biswas, Amit Kumar Das, and Bhabatosh Chanda, Text Segmentation from Bangla Land Map Images, 19(1), 21-34, Image Processing & Communications, 2014 15 Sayan Mandal; Samit Biswas and Amit Kumar Das, Land Map Image Dataset: Ground-Truth And Classification Using Visual And Textural Features, 19(4), 37-55, Image Processing & Communications, 2014

16 Samit Biswas, Tai-hoon Kim, Debnath Bhattacharyya, Features Extraction and Verification of Signature Image using Clustering Technique, 4(3), IJSH- International Journal of Smart Home. ISSN: 1975-4094, Publisher: Science & Engineering Research Support Center, Republic of Korea., 2010

1 Arnab Dey, Samit Biswas, Gesture Recognition for ISL-Question Signs in Videos using DCDW-LSTM Attention, 2023 IEEE 5th PhD Colloquium on Emerging Domain Innovation and Technology for Society (PhD EDITS), 2023 2 Susmita Das, Sangita Dutta, Susanta Chakraborty, Samit Biswas, Influence of Opinion Formation on Polarization in Social Networks, 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2023 3 Sanhita Dan, Arpan Garai, Samit Biswas, Analyzing Lung Diseases Using CNN from Chest X-ray Images., Computational Intelligence in Pattern Recognition. CIPR 2023, 2023 4 Piyush K. Samanta, Arpita Dutta, Samit Biswas, SBGAN: Sequential Bengali Word Image Generation Model., Computational Intelligence in Pattern Recognition. CIPR 2023., 2023 5 Arnab Dey, Arpita Dutta, Samit Biswas, WorkoutNet: A Deep Learning Model for the Recognition of Workout Actions from Still Images, 2023 3rd International Conference on Intelligent Technologies (CONIT), 2023 6 Tanushree Das; Arpita Dutta; Samit Biswas;, Summarization of Comic Videos, International Conference on Computational Intelligence in Pattern Recognition,, 2022 7 Susmita Das, Samya Muhuri, Susanta Chakraborty, Samit Biswas, Graph Based Keyword Extraction for Similarity Identification among Born-Digital News Contents, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2020, 2020

8 Arpan Garai, Samit Biswas, Sekhar Mandal, Bidyut B. Chaudhuri, A Method to Generate of Synthetically Warped Document Image, Fourth International Conference on Computer Vision & Image Processing (CVIP 2019), 2019

9 Arpita Dutta, Samit Biswas, CNN Based Extraction of Panels/Characters from Bengali Comic Book Page Images, 1, 38-43, International Conference on Document Analysis and Recognition Workshops (ICDARW), 2019 10 Ashish Kumar Layek, Amreeta Chatterjee, Debanjan Chatterjee, Samit Biswas, Detection and Classification of Earthquake Images from Online Social Media, 345-355, Computational Intelligence in Pattern Recognition, 2019 11 Arpan Garai, Samit Biswas, Dewarping of Single-folded Camera Captured Bangla Document Images, 647-656, Computational Intelligence in Pattern Recognition, 2019 12 Debashis Das, Pramit Brata Chandra, Samit Biswas, Sourav Banerjee, An Approach towards Analyzing Various VM Allocation Policies in the Domain of Cloud Computing, 344-351, Computational Intelligence, Communications, and Business Analytics (CICBA), 2018 13 Arpita Dutta, Arpan Garai and Samit Biswas, Segmentation of Meaningful Text-Regions from Camera Captured Document Images, 1-4, 2018 Fifth International Conference on Emerging Applications of Information Technology (EAIT), Kolkata, 2018, 2018

14 Arpan Garai, Samit Biswas; Sekhar Mandal; Bidyut. B. Chaudhuri, Automatic dewarping of Camera Captured Born-Digital Bangla Document Images, ICAPR, 2017

15 T. Banerjee and S. Biswas, Hand-drawn line removal from Bangla printed document images, 116-121, 2015 IEEE International Conference on Computer Graphics, Vision and Information Security (CGVIS), Bhubaneswar, 2015, 2015 16 Samit Biswas; Sekhar Mandal; Amit Kumar Das, Representation and reconstruction of map regions, 516-520, in Document Analysis and Recognition (ICDAR), 2015 13th International Conference on ,23-26 Aug. 2015, 2015

17 Sayan Mandal, Samit Biswas, Amit Kumar Das, and Bhabatosh Chanda,, Binarisation of colour map images through extraction of regions, 418-427, In Computer Vision and Graphics - International Conference, ICCVG 2014, Warsaw, Poland, September 15-17, 2014. Proceedings, 2014

18 Samit Biswas; Sekhar Mandal; Amit Kumar Das and Bhabatosh Chanda, Land map images binarization based on distance transform and adaptive threshold, 334-338, Document Analysis Systems (DAS), 2014 11th IAPR International Workshop on ,7-10 April 2014, 2014

19 Samit Biswas and AmitKumar Das, Text segmentation from land map images, 8251, 521-529, In Pattern Recognition and Machine Intelligence of Lecture Notes in Computer Science Springer Berlin Heidelberg, 2013, 2013

20 Samit Biswas, Amit Kumar Das, Writer Identification of Bangla handwritings by Radon Transform Projection Profile, 215-219, DAS-2012, Gold Coast, Queensland, Australia March 2012., 2012

21 Samit Biswas and Amit Kumar Das, Text extraction from scanned land map images, 231-236, In IEEE/OSA/IAPR International Conference on Informatics, Electronics & Vision, Dhaka May 2012., 2012

22 Samit Biswas and Amit Kumar Das, Fuzzy graph modeling for text segmentation from land map images, 75:1-75:7, In Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 12 New York, NY, USA, 2012. ACM, 2012

23 Samit Biswas and Amit Kumar Das, Text segmentation from scanned land map images using radon transform based projection profile, 413-418, In Soft Computing and Pattern Recognition (SoCPaR), 2011 International Conference of, 2011

24 Samit Biswas, Amit Kumar Das, Content Independent Writer Identification using Occurrences of Writing Styles for Bangla Handwritings, 154-157, NCVPRIPG-2011, IEEE CS Press, 2011