2 citations · 3 across the 6 of their papers we have counts for
3 papers · 1 filter
Image and Video Quality Assessment using Prompt-Guided Latent Diffusion Models for Cross-Dataset Generalization
Shankhanil Mitra, Diptanu De, Shika Rao +1
The design of image and video quality assessment (QA) algorithms is extremely important to benchmark and calibrate user experience in modern visual systems. A major drawback of the…
Semi-supervised Learning of Perceptual Video Quality by Generating Consistent Pairwise Pseudo-Ranks
Shankhanil Mitra, Saiyam Jogani, Rajiv Soundararajan
Designing learning-based no-reference (NR) video quality assessment (VQA) algorithms for camera-captured videos is cumbersome due to the requirement of a large number of human anno…
Multiview Contrastive Learning for Completely Blind Video Quality Assessment of User Generated Content
Shankhanil Mitra, Rajiv Soundararajan
Completely blind video quality assessment (VQA) refers to a class of quality assessment methods that do not use any reference videos, human opinion scores or training videos from t…