Subhajit Maity (শুভজিৎ)

I am a Computer Vision and Machine Learning researcher, have been working as Associate Research Engineer, at IDEAS, the Technology Innoation Hub of Indian Statistical Institute, Kolkata, India. My supervisor is Prof. Umapada Pal.

Prior to this, I worked as an Independent Researcher, focusing on Computer Vision, Machine Learning and Pattern recognition.

Prior to that, I worked as a System Engineer at Tata Consultancy Services Limited.

Top-venue Conference publications (April 2023): 1 X ICDAR

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Research Interests

My research focus is broadly centered around Deep Learning and its applications in Computer Vision problems. In the past few years I have explored diverse range of topics including Self-supervised Learning, Object Detection, Document Layout Analysis, Knowledge Distillation, Image Retrieval, Scene Text Recognition. Currently, I am looking for PhD opportunities and am highly interested to collaborate on Computer Vision and Machine Learning based research projects.

Recent Updates

  • New! [May 2023:] One paper accepted for Oral Presentation in ICDAR 2023.
  • New! [Apr 2023:] One paper accepted in ICDAR 2023.
  • [Dec 2017:] One paper accepted in ICAPR 2017.
  • Selected Publications

    2023

    SelfDocSeg: A Self-Supervised vision-based Approach towards Document Segmentation
    S. Maity, S. Biswas, S. Manna, A. Banerjee, J. Lladós , S. Bhattacharya, U. Pal
    In Proc. 17th International Conference on Document Analysis and Recognition (ICDAR), 2023 (Oral) New!
    [ PDF] / [ BibTeX] / [ arXiv] / [ GitHub] / [ Project Page]

    2018

    Fault Area Detection in Leaf Diseases using k-means Clustering
    S. Maity, S. Sarkar, A. Tapadar, A. Dutta , S. Biswas, S. Nayek, P. Saha
    In Proc. 2nd International Conference on Trends in Electronics and Informatics, 2018
    [ PDF] / [ BibTeX] / [ arXiv]

    2017

    Image Hash Minimization for Tamper Detection
    S. Maity, R. K. Karsh
    In Proc. 9th International Conference on Advances in Pattern Recognition (ICAPR), 2017
    [ PDF] / [ BibTeX] / [ arXiv] / [ GitHub] / [ Project Page]



    Research Projects
    Semi-automatic Speed Estimation from Object Tracking
    Supervisor: Prof. Umapada Pal
    Timeline: May, 2023
    The details of this project will be released soon.
    Self-Supervised Document Layout Analysis
    Collaborators: Sanket Biswas, Prof. Josep Lladós
    Timeline: January, 2023 – February, 2023
    [ GitHub] / [ Project Page]
    Self-Supervised Object Detection
    Supervisors: Prof. Umapada Pal, Prof. Saumik Bhattacharya
    Timeline: August, 2022 – March, 2023
    Synthetic Scene-Aware Semantics-Agnostic Text Generation
    Supervisor: Prof. Umapada Pal
    Timeline: July, 2022
    The details of this project will be released soon.
    Vehicle Detection & Tracking with Speed Estimation & License Plate Recognition
    Supervisor: Prof. Umapada Pal
    Timeline: June, 2022 – May, 2023
    Towards Faster Fine-Grained Sketch-based Image Retrieval
    Mentor: Dr. Ayan Kumar Bhunia
    Timeline: August, 2021 – July, 2022
    The details of this project will be released soon.
    Image Forgery Localization with Hashless Strategy
    Mentor: Prof. Ram Kumar Karsh
    Timeline: January, 2021 – June, 2021
    Human Action Recognition for Activity Monitoring on FPGA
    Supervisors: Prof. Swagata Mandal, Dr. Satyabrata Maity
    Timeline: January, 2021 – August, 2021
    Image Forgery Detection using Efficient Image Hash and Signatures
    Mentor: Prof. Ram Kumar Karsh
    Timeline: July, 2017 – Decemeber, 2017
    [ GitHub] / [ Project Page]
    Word Sense Disambiguation using Visual Information
    Supervisor: Prof. Koushik Guha
    Timeline: June, 2017 – July, 2017
    Leaf Disease Detection
    Collaborators: Sanket Biswas, Avinaba Tapadar
    Timeline: May, 2017 – January, 2018


    Professional & Voluntary work

  • Served as a reviewer for International Journal of Advances in Applied Sciences (IJAAS).





  • Copyright: CC BY-NC-SA 4.0 © Subhajit Maity | Last updated: 18 Aug 2023 | Template Credit: Dr. Jon Barron