Search Results for author: Prasun Roy

Found 11 papers, 5 papers with code

FAST: Font-Agnostic Scene Text Editing

no code implementations5 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.

Scene Text Editing Style Transfer +1

A CNN Based Framework for Unistroke Numeral Recognition in Air-Writing

1 code implementation14 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.

Segmentation Transfer Learning

Global Context-Aware Person Image Generation

no code implementations28 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.

Image Generation

TIPS: Text-Induced Pose Synthesis

no code implementations24 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.

Descriptive Pose Transfer

Scene Aware Person Image Generation through Global Contextual Conditioning

no code implementations6 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.

Generative Adversarial Network Image Generation

Multi-scale Attention Guided Pose Transfer

1 code implementation14 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.

Pose Transfer

Effects of Degradations on Deep Neural Network Architectures

2 code implementations26 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.

General Classification Image Classification

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