no code implementations • 4 Jan 2024 • Debapriya Roy, Sanchayan Santra, Diganta Mukherjee, Bhabatosh Chanda
In general, a VTON system takes a clothing source and a person's image to predict the try-on output of the person in the given clothing.
no code implementations • 17 Aug 2022 • Debapriya Roy, Sanchayan Santra, Diganta Mukherjee, Bhabatosh Chanda
The idea of \textit{Virtual Try-ON} (VTON) benefits e-retailing by giving an user the convenience of trying a clothing at the comfort of their home.
no code implementations • 30 Oct 2020 • Debapriya Roy, Diganta Mukherjee, Bhabatosh Chanda
Given any input image of a person or a group of persons with some value indicating the desired change of skin color towards fairness or darkness, this method can change the skin tone of the persons in the image.
no code implementations • 1 Apr 2020 • Debapriya Roy, Sanchayan Santra, Bhabatosh Chanda
In the first stage, LGVTON warps the clothes of the model using a Thin-Plate Spline (TPS) based transformation to fit the person.
no code implementations • 23 Jan 2020 • Mayank Wadhwani, Debapriya Kundu, Deepayan Chakraborty, Bhabatosh Chanda
Image restoration is very crucial computer vision task.
1 code implementation • 8 Jan 2019 • Ranjan Mondal, Pulak Purkait, Sanchayan Santra, Bhabatosh Chanda
Mathematical morphological methods have successfully been applied to filter out (emphasize or remove) different structures of an image.
no code implementations • ICLR 2019 • Ranjan Mondal, Sanchayan Santra, Soumendu Sundar Mukherjee, Bhabatosh Chanda
A few works have tried to utilize morphological neurons as a part of classification (and regression) networks when the input is a feature vector.
Ranked #1 on Representation Learning on Circle Data (using extra training data)
no code implementations • 27 Nov 2018 • Shirsendu Sukanta Halder, Sanchayan Santra, Bhabatosh Chanda
In this paper, we propose a Fully Convolutional Neural Network based model to recover the clear scene radiance by estimating the environmental illumination and the scene transmittance jointly from a hazy image.
1 code implementation • 10 Jan 2018 • Swalpa Kumar Roy, Nilavra Bhattacharya, Bhabatosh Chanda, Bidyut. B. Chaudhuri, Dipak Kumar Ghosh
In this paper we propose a novel texture descriptor called Fractal Weighted Local Binary Pattern (FWLBP).
no code implementations • 26 Nov 2017 • Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut. B. Chaudhuri, Dipak Kumar Ghosh, Shiv Ram Dubey
In this approach, a jet space representation of a texture image is derived from a set of derivatives of Gaussian (DtGs) filter responses up to second order, so called local jet vectors (LJV), which also satisfy the Scale Space properties.
1 code implementation • 14 Nov 2017 • Swalpa Kumar Roy, Siddharth Kumar, Bhabatosh Chanda, Bidyut. B. Chaudhuri, Soumitro Banerjee
This paper presents a novel approach to calculate the affine parameters of fractal encoding, in order to reduce its computational complexity.
no code implementations • 31 Jul 2016 • Soumitra Samanta, Bhabatosh Chanda
In this paper, we present a data-driven approach for human pose tracking in video data.