KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment

14 October 2019

Papers citing "KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment"

21 / 221 papers shown

Title
Consumer Image Quality Prediction using Recurrent Neural Networks for Spatial Pooling J. Korhonen Yicheng Su Junyong You 220 4 0 02 Jun 2021
Troubleshooting Blind Image Quality Models in the Wild Zhihua Wang Haotao Wang Tianlong Chen Zhangyang Wang Kede Ma 15 19 0 14 May 2021
Perceptual Image Quality Assessment with Transformers Manri Cheon Sung-Jun Yoon Byungyeon Kang Junwoo Lee ViT 28 111 0 30 Apr 2021
Deep Perceptual Image Quality Assessment for Compression Juan C. Mier Eddie Huang Hossein Talebi Feng Yang P. Milanfar 34 16 0 01 Mar 2021
Continual Learning for Blind Image Quality Assessment Weixia Zhang Dingquan Li Chao Ma Guangtao Zhai Xiaokang Yang Kede Ma VLM 24 86 0 19 Feb 2021
Quantifying Visual Image Quality: A Bayesian View Zhengfang Duanmu Wentao Liu Zhongling Wang Zhou Wang 13 35 0 30 Jan 2021
Regression or Classification? New Methods to Evaluate No-Reference Picture and Video Quality Models Zhengzhong Tu Chia-Ju Chen Li-Heng Chen Yilin Wang N. Birkbeck Balu Adsumilli A. Bovik 13 10 0 30 Jan 2021
RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content Zhengzhong Tu Xiangxu Yu Yilin Wang N. Birkbeck Balu Adsumilli A. Bovik 19 151 0 26 Jan 2021
Transformer for Image Quality Assessment Junyong You J. Korhonen ViT 148 182 0 30 Dec 2020
Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality A. Mikhailiuk Maria Perez-Ortiz Dingcheng Yue Wilson Suen Rafał K. Mantiuk 17 18 0 19 Dec 2020
Rethinking deinterlacing for early interlaced videos Yang Zhao Wei Jia Ronggang Wang 14 5 0 27 Nov 2020
EvolGAN: Evolutionary Generative Adversarial Networks Baptiste Roziere F. Teytaud Vlad Hosu Hanhe Lin Jérémy Rapin M. Zameshina O. Teytaud GAN 31 14 0 28 Sep 2020
Tarsier: Evolving Noise Injection in Super-Resolution GANs Baptiste Roziere Nathanal Carraz Rakotonirina Vlad Hosu Andry Rasoanaivo Hanhe Lin Camille Couprie O. Teytaud 38 6 0 25 Sep 2020
DR2S : Deep Regression with Region Selection for Camera Quality Evaluation Marcelin Tworski Stéphane Lathuilière Salim Belkarfa Attilio Fiandrotti Marco Cagnazzo 3DH 15 4 0 21 Sep 2020
Critical analysis on the reproducibility of visual quality assessment using deep features Franz Götz-Hahn Vlad Hosu Dietmar Saupe 40 9 0 10 Sep 2020
Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment Dingquan Li Tingting Jiang Ming Jiang 30 96 0 10 Aug 2020
UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content Zhengzhong Tu Yilin Wang N. Birkbeck Balu Adsumilli A. Bovik 14 255 0 29 May 2020
DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning Hanhe Lin Vlad Hosu Dietmar Saupe OOD 35 47 0 20 Jan 2020
SUR-FeatNet: Predicting the Satisfied User Ratio Curvefor Image Compression with Deep Feature Learning Hanhe Lin Vlad Hosu Chunling Fan Yun Zhang Yuchen Mu R. Hamzaoui Dietmar Saupe 29 21 0 07 Jan 2020
KonVid-150k: A Dataset for No-Reference Video Quality Assessment of Videos in-the-Wild Franz Götz-Hahn Vlad Hosu Hanhe Lin Dietmar Saupe 21 14 0 17 Dec 2019
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 310 2,896 0 15 Sep 2016