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"

50 / 221 papers shown

Title
Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation Yixuan Li Peilin Chen Hanwei Zhu Keyan Ding Leida Li Shiqi Wang 33 3 0 16 Jan 2024
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation Seung Hyun Lee Yinxiao Li Junjie Ke Innfarn Yoo Han Zhang ... Junfeng He Gang Li Sangpil Kim Irfan Essa Feng Yang EGVM 41 18 0 11 Jan 2024
Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment Yongxu Liu Yinghui Quan Guoyao Xiao Aobo Li Jinjian Wu 46 10 0 05 Jan 2024
Blind Image Quality Assessment: A Brief Survey Miaohui Wang 32 0 0 27 Dec 2023
Q-Boost: On Visual Quality Assessment Ability of Low-level Multi-Modality Foundation Models Zicheng Zhang Haoning Wu Zhongpeng Ji Chunyi Li Erli Zhang ... Xiongkuo Min Fengyu Sun Shangling Jui Weisi Lin Guangtao Zhai 45 16 0 23 Dec 2023
Transformer-based No-Reference Image Quality Assessment via Supervised Contrastive Learning Jinsong Shi Pan Gao Jie Qin ViT 37 12 0 12 Dec 2023
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity Xudong Li Timin Gao Runze Hu Yan Zhang Shengchuan Zhang ... Yunhang Shen Ke Li Yutao Liu Pingyang Dai Rongrong Ji AAML 36 2 0 11 Dec 2023
Exploring the Naturalness of AI-Generated Images Zijian Chen Wei Sun Haoning Wu Zicheng Zhang Jun Jia ... Fengyu Sun Shangling Jui Xiongkuo Min Guangtao Zhai Wenjun Zhang 25 19 0 09 Dec 2023
Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment Suhas Srinath Shankhanil Mitra Shika Rao R. Soundararajan OOD 37 5 0 08 Dec 2023
BAND-2k: Banding Artifact Noticeable Database for Banding Detection and Quality Assessment Zijian Chen Wei Sun Jun Jia Fangfang Lu Zicheng Zhang Jing Liu Ru Huang Xiongkuo Min Guangtao Zhai 213 7 0 29 Nov 2023
Learning with Noisy Low-Cost MOS for Image Quality Assessment via Dual-Bias Calibration Lei Wang Qingbo Wu Desen Yuan K. Ngan Hongliang Li Fanman Meng Linfeng Xu 31 5 0 27 Nov 2023
Unveiling The Factors of Aesthetic Preferences with Explainable AI Derya Soydaner Johan Wagemans 32 2 0 24 Nov 2023
CLiF-VQA: Enhancing Video Quality Assessment by Incorporating High-Level Semantic Information related to Human Feelings Yachun Mi Yu Li Yan Shu Chen Hui Puchao Zhou Shaohui Liu 38 7 0 13 Nov 2023
You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment Yi Ke Yun Weisi Lin 32 4 0 14 Oct 2023
Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks Anastasia Antsiferova Khaled Abud Aleksandr Gushchin E. Shumitskaya Sergey Lavrushkin D. Vatolin 37 10 0 10 Oct 2023
Cross-Dataset-Robust Method for Blind Real-World Image Quality Assessment Yuan Chen Zhiliang Ma Yang Zhao 26 1 0 26 Sep 2023
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision Haoning Wu Zicheng Zhang Erli Zhang Chaofeng Chen Liang Liao ... Chunyi Li Wenxiu Sun Qiong Yan Guangtao Zhai Weisi Lin VLM 37 136 0 25 Sep 2023
FreeU: Free Lunch in Diffusion U-Net Chenyang Si Ziqi Huang Yuming Jiang Ziwei Liu DiffM 54 132 0 20 Sep 2023
Interpretable Image Quality Assessment via CLIP with Multiple Antonym-Prompt Pairs T. Miyata 6 4 0 24 Aug 2023
Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment Kangmin Xu Liang Liao Jing Xiao Chaofeng Chen Haoning Wu Qiong Yan Weisi Lin ViT 26 5 0 23 Aug 2023
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment Chaofeng Chen Jiadi Mo Jingwen Hou Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 57 113 0 06 Aug 2023
Test Time Adaptation for Blind Image Quality Assessment Subhadeep Roy Shankhanil Mitra Soma Biswas R. Soundararajan VLM OOD 50 17 0 27 Jul 2023
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models Wei Sun Wen Wen Xiongkuo Min Long Lan Guangtao Zhai Kede Ma 48 21 0 26 Jul 2023
On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement Xin Luo Yunan Zhu Shunxin Xu Dong Liu 34 11 0 22 Jul 2023
Self2Self+: Single-Image Denoising with Self-Supervised Learning and Image Quality Assessment Loss Jaekyun Ko Sang-Hoon Lee 21 5 0 20 Jul 2023
Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention Hassan Khalid Nisar Ahmed 29 1 0 19 Jul 2023
NTIRE 2023 Quality Assessment of Video Enhancement Challenge Xiaohong Liu Xiongkuo Min Wei Sun Yulun Zhang Peng Sun ... Te Shi Azadeh Mansouri Hossein Motamednia Amirhossein Bakhtiari Ahmad Mahmoudi-Aznaveh 36 18 0 19 Jul 2023
Regression-free Blind Image Quality Assessment with Content-Distortion Consistency Xiaoqi Wang Jian Xiong Hao Gao Weisi Lin 24 1 0 18 Jul 2023
MMBench: Is Your Multi-modal Model an All-around Player? Yuanzhan Liu Haodong Duan Yuanhan Zhang Bo-wen Li Songyang Zhang ... Jiaqi Wang Conghui He Ziwei Liu Kai-xiang Chen Dahua Lin 29 923 0 12 Jul 2023
Designing Explainable Predictive Machine Learning Artifacts: Methodology and Practical Demonstration Giacomo Welsch Peter Kowalczyk 33 1 0 20 Jun 2023
Supervised Deep Learning for Content-Aware Image Retargeting with Fourier Convolutions Mohammad H. Givkashi Mohammadreza Naderi N. Karimi S. Shirani S. Samavi 32 4 0 12 Jun 2023
AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment Chunyi Li Zicheng Zhang Haoning Wu Wei Sun Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin EGVM 35 115 0 07 Jun 2023
Enhancing image quality prediction with self-supervised visual masking Ugur Çogalan Mojtaba Bemana Hans-Peter Seidel K. Myszkowski 32 0 0 31 May 2023
Collaborative Auto-encoding for Blind Image Quality Assessment Zehong Zhou Fei Zhou Guoping Qiu 39 4 0 24 May 2023
Towards Benchmarking and Assessing Visual Naturalness of Physical World Adversarial Attacks Simin Li Shuing Zhang Gujun Chen Dong Wang Pu Feng Jiakai Wang Aishan Liu Xin Yi Xianglong Liu AAML 9 18 0 22 May 2023
Towards Explainable In-the-Wild Video Quality Assessment: A Database and a Language-Prompted Approach Haoning Wu Erli Zhang Liang Liao Chaofeng Chen Jingwen Hou Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 39 38 0 22 May 2023
Content-based Unrestricted Adversarial Attack Zhaoyu Chen Bo-wen Li Shuang Wu Kaixun Jiang Shouhong Ding Wenqiang Zhang DiffM 29 62 0 18 May 2023
Blind Image Quality Assessment via Transformer Predicted Error Map and Perceptual Quality Token Jinsong Shi Pan Gao A. Smolic ViT 28 10 0 16 May 2023
SB-VQA: A Stack-Based Video Quality Assessment Framework for Video Enhancement Ding-Jiun Huang Yu-Ting Kao Tieh-Hung Chuang Ya-Chun Tsai Jing-Kai Lou Shuen-Huei Guan 31 2 0 15 May 2023
An Image Quality Assessment Dataset for Portraits Nicolas Chahine Ana-Stefania Calarasanu Davide Garcia-Civiero Theo Cayla Sira Ferradans Jean Ponce 32 14 0 12 Apr 2023
Data-Efficient Image Quality Assessment with Attention-Panel Decoder Guanyi Qin R. Hu Yutao Liu Xiawu Zheng Haotian Liu Xiu Li Yan Zhang ViT 21 62 0 11 Apr 2023
Test your samples jointly: Pseudo-reference for image quality evaluation Marcelin Tworski Stéphane Lathuilière 20 0 0 07 Apr 2023
Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild Avinab Saha Sandeep Mishra A. Bovik 30 77 0 02 Apr 2023
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective Weixia Zhang Guangtao Zhai Ying Wei Xiaokang Yang Kede Ma VLM 46 171 0 27 Mar 2023
VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining Junjie Ke Keren Ye Jiahui Yu Yonghui Wu P. Milanfar Feng Yang VLM 57 56 0 24 Mar 2023
A Perceptual Quality Assessment Exploration for AIGC Images Zicheng Zhang Chunyi Li Wei Sun Xiaohong Liu Xiongkuo Min Guangtao Zhai 19 58 0 22 Mar 2023
Subjective and Objective Quality Assessment for in-the-Wild Computer Graphics Images Zicheng Zhang Wei Sun Yingjie Zhou Jun Jia Zhichao Zhang Jing Liu Xiongkuo Min Guangtao Zhai 25 25 0 14 Mar 2023
Quality-aware Pre-trained Models for Blind Image Quality Assessment Kai Zhao Kun Yuan Ming-Ting Sun Mading Li Xingsen Wen VLM 22 14 0 01 Mar 2023
Mask Reference Image Quality Assessment PengXiang Xiao Shuaiqi He Limin Liu Anlong Ming 26 0 0 27 Feb 2023
Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement Baoliang Chen Lingyu Zhu Hanwei Zhu Wenhan Yang Linqi Song Shiqi Wang 45 6 0 22 Feb 2023