Super-Resolution
Super-Resolution
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Research Fellow (MHRD) at IIIT-A $Currently working$
Project Title: Efficient Transformer for Generating Super-Resolution Images
Proposed Method : GANs based Vision Transformer for generating Super-Resolution form low-resolution.
Publications:
1) Neeraj Baghel, Shiv Ram Dubey, and Satish Kumar Singh. "UpAttTrans: Upscaled Attention Based Transformer for Facial Image Super-Resolution" Image and Vision Computing (under review).
2) Neeraj Baghel, Shiv Ram Dubey, and Satish Kumar Singh. "PTSR: A Patch-Based Translator Model for Image Super-Resolution ", Pattern Recognition Letters (2025).[Link] [PDF].
3) Neeraj Baghel, Shiv Ram Dubey, and Satish Kumar Singh. "SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network." 9th International Conference on Computer Vision & Image Processing, 2024. [PDF].
4) Neeraj Baghel, Shiv Ram Dubey, and Satish Kumar Singh. "Image Super-Resolution using GAN based Vision Transformer", 3rd International Conference on Disruptive Technologies, 2025.
Research Team:
1) Neeraj Baghel (Research Scholar)
2) Dr. Shiv Ram Dubey (Project Supervisor)
3) Dr. Satish Kumar Singh (Project Co-Supervisor)
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