I have completed my Ph.D. from the Image Processing Lab of Indian Statistical Institute, Kolkata, India under the guidance of my supervisor Prof. Bhabatosh Chanda. My research interests include - Deep learning, Computer vision, Image processing.
News
My first single author paper titled "An Approach Towards Learning K-means-friendly Deep Latent Representation" is accepted at ICPR, 2024.
I took a tutorial on the arithmetic related to the different layers of Convolutional neural networks at Winter School on Deep Learning 2022 (WSDL 2022) organized by Indian Statistical Institute, Kolkata.
Wadhwani, Mayank, Debapriya Kundu, Deepayan Chakraborty, and Bhabatosh Chanda. "Text extraction and restoration of old handwritten documents." In Digital Techniques for Heritage Presentation and Preservation, pp. 109-132. Springer, Cham, 2021.
PaperCode
Journals
Roy, Debapriya, Sanchayan Santra, and Bhabatosh Chanda. "Significance of Anatomical Constraints in Virtual Try-On." IEEE Transactions on Emerging Topics in Computational Intelligence (2024).
Paper
Roy, Debapriya, Sanchayan Santra, and Bhabatosh Chanda. "LGVTON: a landmark guided approach for model to person virtual try-on." Multimedia Tools and Applications (2022): 1-37.
PaperCode
Conferences
Roy, Debapriya, Diganta Mukherjee, and Bhabatosh Chanda. "An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks." In 2020 25th International Conference on Pattern Recognition (ICPR), pp. 10681-10688. IEEE, 2021.
PaperCode
Roy, Debapriya, Sanchayan Santra, and Bhabatosh Chanda. "Incorporating Human Body Shape Guidance for Cloth Warping in Model to Person Virtual Try-on Problems." In 2020 35th International Conference on Image and Vision Computing New Zealand (IVCNZ), pp. 1-6. IEEE, 2020.
Paper
Kundu, Debapriya, and Arindam Biswas. "Finding Shortest Isothetic Path Inside a 3D Digital Object." International Symposium Computational Modeling of Objects Represented in Images. Springer, Cham, 2016. Paper
Talks
Tutorial on "Applying Deep Learning in Image Processing and Computer Vision", at CVPR unit, ISI kolkata, India, November, 2022.