Image Quality Assessment using Contrastive Learning

Image Quality Assessment using Contrastive Learning

25 October 2021

Pavan C. Madhusudana

Papers citing "Image Quality Assessment using Contrastive Learning"

11 / 11 papers shown

Title
Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution Vlad Hosu Lorenzo Agnolucci Daisuke Iso Dietmar Saupe 90 0 0 10 Feb 2025
RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content Zhengzhong Tu Xiangxu Yu Yilin Wang Neil Birkbeck Balu Adsumilli A. Bovik 36 152 0 26 Jan 2021
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 120 4,505 0 23 Apr 2020
Image Quality Assessment: Unifying Structure and Texture Similarity Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli 85 773 0 16 Apr 2020
DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning Hanhe Lin Vlad Hosu Dietmar Saupe OOD 46 47 0 20 Jan 2020
From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality Zhenqiang Ying Haoran Niu Praful Gupta D. Mahajan Deepti Ghadiyaram A. Bovik 58 304 0 20 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 113 12,007 0 13 Nov 2019
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment Vlad Hosu Hanhe Lin T. Szirányi Dietmar Saupe 90 561 0 14 Oct 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 157 1,463 0 03 Jun 2019
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 297 11,610 0 11 Jan 2018
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 231 8,030 0 13 Aug 2016