Alloy Das (অলয়)

I'm currently a Project Linked Person (Research Assistant) at CVPRU, the Computer Vision and Pattern Recognition Unit of Indian Statistical Institute, Kolkata, India, in which I conduct research in computer vision and machine learning. Prof. Umapada Pal is my supervisor.

Top-venue Conference publications (Jan 2024): 1 X ICRA, (Oct 2023): 1 X WACV

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Research Interests

Deep Learning and its uses in computer vision problems are the main areas of my research interest. In the recent years, I have studied a variety of subjects, such as medical image processing, scene text editing, object detection, and scene text recognition. I'm currently looking for PhD options and would be very interested in working with others on research projects focused on computer vision and machine learning.

Recent Updates

  • New! [Jan 2024:] Our paper "Diving into the Depths of Spotting Text in Multi-Domain Noisy Scenes" accepted in ICRA 2024.
  • New! [Oct 2023:] Our paper "Harnessing the Power of Multi-Lingual Datasets for Pre-training: Towards Enhancing Text Spotting Performance" accepted in WACV 2024.
  • Selected Publications

    2024

    Harnessing the Power of Multi-Lingual Datasets for Pre-training: Towards Enhancing Text Spotting Performance
    A. Das, S. Biswas, A. Banerjee, S. Bhattacharya, J. Lladós, U. Pal
    Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024 New!
    [ PDF] [BibTeX] [arXiv] [ [GitHub]

    2023

    FAST: Font-Agnostic Scene Text Editing
    A. Das, P. Roy, S. Bhattacharya, S. Ghosh, U. Pal, M. Blumenstein
    Arxiv Preprint (Arxiv), 2023 (Preprint) New!
    [ PDF] [ arXiv]

    Diving into the Depths of Spotting Text in Multi-Domain Noisy Scenes
    A. Das, S. Biswas, J. Lladós, U. Pal
    Arxiv Preprint( Arxiv ), 2023 (Preprint) New!
    [ PDF] [arXiv]

    2022

    New Deep Spatio-Structural Features of Handwritten Text Lines for Document Age Classification
    P. Shivakumara, A. Das, KS. Raghunandan, U. Pal, M. Blumenstein
    International Journal of Pattern Recognition and Artificial Intelligence

    Automatic detection of COVID-19 from chest x-ray images using deep learning model
    A. Das, R. Agarwal, R. Singh, A. Chowdhury, D. Nandi.
    AIP Conference Proceedings

    U-Net Based Optic Cup and Disk Segmentation from Retinal Fundus Images via Entropy Sampling
    A. Chowdhury, R. Agarwal, A. Das, D. Nandi.
    Advanced Computational Paradigms and Hybrid Intelligent Computing: Proceedings of ICACCP 2021



    Research Projects
    SE2EOSP: A New Soft-Set-MSER based End-to-End Model for Occluded Scene Text Detection, Recognition, and Prediction
    Supervisor: Prof. Umapada Pal
    Timeline: January, 2022 - October, 2022
    The details of this project will be released soon.





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