no code implementations • 4 Dec 2023 • Neeraj Baghel, Shiv Ram Dubey, Satish Kumar Singh
Motivated from the success of transformers in language and vision applications, we propose a SRTransGAN for image super-resolution using transformer based GAN.
no code implementations • 20 Oct 2023 • Neeraj Baghel, Shiv Ram Dubey, Satish Kumar Singh
The results of the proposed model is improved on an average for $4\times$ super-resolution by 21. 66% in PNSR score and 11. 59% in SSIM score, as compared to the best competitive models.
no code implementations • 11 Sep 2020 • Neeraj Baghel, Suresh C. Raikwar, Charul Bhatnagar
In this work, (i) Image is introduced as a query for user preference (ii) a mathematical model is proposed to minimize redundancy based on the loss function & summary variance and (iii) the similarity score between the query image and input video to obtain the summarized video.