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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…
Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net
Kumarapu Laxman, Shiv Ram Dubey, Baddam Kalyan +1
Recently, Conditional Generative Adversarial Network (Conditional GAN) have shown very promising performance in several image-to-image translation applications. However, the uses o…
AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images
Anirudh Ambati, Shiv Ram Dubey
Covid-19 global pandemic continues to devastate health care systems across the world. At present, the Covid-19 testing is costly and time-consuming. Chest X-Ray (CXR) testing can b…
PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation
Kancharagunta Kishan Babu, Shiv Ram Dubey
In many real world scenarios, it is difficult to capture the images in the visible light spectrum (VIS) due to bad lighting conditions. However, the images can be captured in such…