no code implementations • 5 Aug 2023 • Alloy Das, Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, Umapada Pal, Michael Blumenstein
However, most of the existing STE methods show inferior editing performance because of (1) complex image backgrounds, (2) various font styles, and (3) varying word lengths within the text.
no code implementations • 24 Apr 2023 • Subhankar Ghosh, Saumik Bhattacharya, Prasun Roy, Umapada Pal, Michael Blumenstein
Handling various objects with different colors is a significant challenge for image colorization techniques.
1 code implementation • 14 Mar 2023 • Prasun Roy, Subhankar Ghosh, Umapada Pal
Air-writing refers to virtually writing linguistic characters through hand gestures in three-dimensional space with six degrees of freedom.
no code implementations • 28 Feb 2023 • Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, Umapada Pal, Michael Blumenstein
The proposed strategy enables us to synthesize semantically coherent realistic persons that can blend into an existing scene without altering the global context.
no code implementations • 4 Aug 2022 • Subhankar Ghosh, Prasun Roy, Saumik Bhattacharya, Umapada Pal, Michael Blumenstein
Image colorization is a well-known problem in computer vision.
no code implementations • 24 Jul 2022 • Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, Umapada Pal, Michael Blumenstein
In computer vision, human pose synthesis and transfer deal with probabilistic image generation of a person in a previously unseen pose from an already available observation of that person.
no code implementations • 6 Jun 2022 • Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, Umapada Pal, Michael Blumenstein
Finally, the target image is generated from the refined skeleton using another generative network conditioned on a given image of the target person.
1 code implementation • 14 Feb 2022 • Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, Umapada Pal
Pose transfer refers to the probabilistic image generation of a person with a previously unseen novel pose from another image of that person having a different pose.
1 code implementation • 23 Oct 2020 • Prasun Roy, Saumik Bhattacharya, Partha Pratim Roy, Umapada Pal
Sign language is a gesture-based symbolic communication medium among speech and hearing impaired people.
1 code implementation • CVPR 2020 • Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, Umapada Pal
In this paper, we propose a method to modify text in an image at character-level.
2 code implementations • 26 Jul 2018 • Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, Umapada Pal
Deep convolutional neural networks (CNN) have massively influenced recent advances in large-scale image classification.