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SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network
Neeraj Baghel, Shiv Ram Dubey, Satish Kumar Singh
Image super-resolution aims to synthesize high-resolution image from a low-resolution image. It is an active area to overcome the resolution limitations in several applications lik…
PTSR: Patch Translator for Image Super-Resolution
Neeraj Baghel, Shiv Ram Dubey, Satish Kumar Singh
Image super-resolution generation aims to generate a high-resolution image from its low-resolution image. However, more complex neural networks bring high computational costs and m…
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey
Shiv Ram Dubey, Satish Kumar Singh
Generative Adversarial Networks (GANs) have been very successful for synthesizing the images in a given dataset. The artificially generated images by GANs are very realistic. The G…
WSD: Wild Selfie Dataset for Face Recognition in Selfie Images
Laxman Kumarapu, Shiv Ram Dubey, Snehasis Mukherjee +3
With the rise of handy smart phones in the recent years, the trend of capturing selfie images is observed. Hence efficient approaches are required to be developed for recognising f…
EMAHA-DB1: A New Upper Limb sEMG Dataset for Classification of Activities of Daily Living
Naveen Kumar Karnam, Anish Chand Turlapaty, Shiv Ram Dubey +1
In this paper, we present electromyography analysis of human activity - database 1 (EMAHA-DB1), a novel dataset of multi-channel surface electromyography (sEMG) signals to evaluate…