Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective

27 March 2023

Weixia Zhang

Guangtao Zhai

Papers citing "Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective"

50 / 125 papers shown

Title
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models Jiaqi Xu Mengyang Wu Xiaowei Hu Chi-Wing Fu Qi Dou Pheng-Ann Heng 29 3 0 03 Sep 2024
MobileIQA: Exploiting Mobile-level Diverse Opinion Network For No-Reference Image Quality Assessment Using Knowledge Distillation Zewen Chen Sunhan Xu Yun Zeng Haochen Guo Jian Guo ... Juan Wang Bing Li Weiming Hu Dehua Liu H. Li 37 1 0 02 Sep 2024
Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency Wei Sun Weixia Zhang Yuqin Cao Linhan Cao Jun Jia Zijian Chen Zicheng Zhang Xiongkuo Min Guangtao Zhai 24 2 0 01 Sep 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 32 2 0 29 Aug 2024
CLIP-AGIQA: Boosting the Performance of AI-Generated Image Quality Assessment with CLIP Zhenchen Tang Zichuan Wang Bo Peng Jing Dong EGVM 16 1 0 27 Aug 2024
AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results Maksim Smirnov Aleksandr Gushchin Anastasia Antsiferova Dmitry Vatolin Radu Timofte ... Qi Zheng Ruoxi Zhu Min Li Yibo Fan Zhengzhong Tu 29 7 0 21 Aug 2024
Quality Assessment in the Era of Large Models: A Survey Zicheng Zhang Yingjie Zhou Chunyi Li Baixuan Zhao Xiaohong Liu Guangtao Zhai 40 10 0 17 Aug 2024
Benchmarking AIGC Video Quality Assessment: A Dataset and Unified Model Zhichao Zhang Xinyue Li Wei Sun Jun Jia Xiongkuo Min ... Puyi Wang Zhongpeng Ji Fengyu Sun Shangling Jui Guangtao Zhai EGVM 40 5 0 31 Jul 2024
CLIPVQA:Video Quality Assessment via CLIP Fengchuang Xing Mingjie Li Yuan-Gen Wang Guopu Zhu Xiaochun Cao CLIP ViT 36 4 0 06 Jul 2024
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment Jinsong Shi Pan Gao Xiaojiang Peng Jie Qin 22 1 0 04 Jul 2024
Local Manifold Learning for No-Reference Image Quality Assessment Timin Gao Wensheng Pan Yan Zhang Sicheng Zhao Shengchuan Zhang Xiawu Zheng Ke Li Liujuan Cao Rongrong Ji 22 1 0 27 Jun 2024
UHD-IQA Benchmark Database: Pushing the Boundaries of Blind Photo Quality Assessment Vlad Hosu Lorenzo Agnolucci Oliver Wiedemann Daisuke Iso Dietmar Saupe 32 8 0 25 Jun 2024
Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality Assessment Jun Fu Wei Zhou Qiuping Jiang Hantao Liu Guangtao Zhai VLM CLIP 32 8 0 24 Jun 2024
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment Fei Zhou Zhicong Huang Tianhao Gu Guoping Qiu CoGe VLM 51 0 0 14 Jun 2024
DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer Wei-Ting Chen Gurunandan Krishnan Qiang Gao Sy-Yen Kuo Sizhuo Ma Jian Wang 35 8 0 13 Jun 2024
CMC-Bench: Towards a New Paradigm of Visual Signal Compression Chunyi Li Xiele Wu H. Wu Donghui Feng Zicheng Zhang Guo Lu Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin VLM 30 5 0 13 Jun 2024
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models Diptanu De Shankhanil Mitra R. Soundararajan 39 2 0 07 Jun 2024
Follow-Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation Y. Ma Hongyu Liu H. Wang Heng Pan Yingqing He ... Ailing Zeng Chengfei Cai H. Shum W. Liu Qifeng Chen 29 52 0 04 Jun 2024
Rank-based No-reference Quality Assessment for Face Swapping Xinghui Zhou Wenbo Zhou Tianyi Wei Shen Chen Taiping Yao Shouhong Ding Weiming Zhang Nenghai Yu CVBM 21 0 0 04 Jun 2024
UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment Hantao Zhou Longxiang Tang Rui Yang Guanyi Qin Yan Zhang Runze Hu Xiu Li 29 5 0 03 Jun 2024
DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild Honghao Fu Yufei Wang Wenhan Yang Bihan Wen 27 2 0 30 May 2024
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare Hanwei Zhu Haoning Wu Yixuan Li Zicheng Zhang Baoliang Chen Lingyu Zhu Yuming Fang Guangtao Zhai Weisi Lin Shiqi Wang 38 18 0 29 May 2024
Descriptive Image Quality Assessment in the Wild Zhiyuan You Jinjin Gu Zheyuan Li Xin Cai Kaiwen Zhu Chao Dong Tianfan Xue EGVM 34 16 0 29 May 2024
Enhancing Blind Video Quality Assessment with Rich Quality-aware Features Wei Sun Haoning Wu Zicheng Zhang Jun Jia Zhichao Zhang Linhan Cao Qiubo Chen Xiongkuo Min Weisi Lin Guangtao Zhai 26 12 0 14 May 2024
Dual-Branch Network for Portrait Image Quality Assessment Wei Sun Weixia Zhang Yanwei Jiang Haoning Wu Zicheng Zhang ... Yingjie Zhou Zhongpeng Ji Xiongkuo Min Weisi Lin Guangtao Zhai 3DH 30 7 0 14 May 2024
G-Refine: A General Quality Refiner for Text-to-Image Generation Chunyi Li Haoning Wu Hongkun Hao Zicheng Zhang Tengchaun Kou Chaofeng Chen Lei Bai Xiaohong Liu Weisi Lin Guangtao Zhai 25 4 0 29 Apr 2024
NTIRE 2024 Quality Assessment of AI-Generated Content Challenge Xiaohong Liu Xiongkuo Min Guangtao Zhai Chunyi Li Tengchuan Kou ... Qi Yan Youran Qu Xiaohui Zeng Lele Wang Renjie Liao 48 29 0 25 Apr 2024
Multi-Modal Prompt Learning on Blind Image Quality Assessment Wensheng Pan Timin Gao Yan Zhang Runze Hu Xiawu Zheng ... Yunhang Shen Ke Li Shengchuan Zhang Liujuan Cao Rongrong Ji 40 0 0 23 Apr 2024
CrossScore: Towards Multi-View Image Evaluation and Scoring Zirui Wang Wenjing Bian Omkar M. Parkhi Yuheng Ren V. Prisacariu 40 1 0 22 Apr 2024
PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt Condition Xi Fang Weigang Wang Xiaoxin Lv Jun Yan EGVM 18 3 0 20 Apr 2024
NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results Xin Li Kun Yuan Yajing Pei Yiting Lu Ming-hui Sun ... Kele Xu Qisheng Xu Tao Sun Zhi-Guo Ding Yuhan Hu 41 23 0 17 Apr 2024
Deep Portrait Quality Assessment. A NTIRE 2024 Challenge Survey Nicolas Chahine Marcos V. Conde Daniela Carfora Gabriel Pacianotto Benoit Pochon Sira Ferradans Radu Timofte 28 17 0 17 Apr 2024
Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving Jinlong Li Baolu Li Zhengzhong Tu Xinyu Liu Qing-Wu Guo Felix Juefei Xu Runsheng Xu Hongkai Yu DiffM 45 18 0 07 Apr 2024
RaFE: Generative Radiance Fields Restoration Zhongkai Wu Ziyu Wan Jing Zhang Jing Liao Dong Xu 27 1 0 04 Apr 2024
AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment Chunyi Li Tengchuan Kou Yixuan Gao Y. Cao Wei Sun ... Weixia Zhang Haoning Wu Xiaohong Liu Xiongkuo Min Guangtao Zhai 36 17 0 04 Apr 2024
HDR Imaging for Dynamic Scenes with Events Xiaopeng Li Zhaoyuan Zeng Cien Fan Chen Zhao Deng Lei Yu Lei 27 0 0 04 Apr 2024
CosmicMan: A Text-to-Image Foundation Model for Humans Shikai Li Jianglin Fu Kaiyuan Liu Wentao Wang Kwan-Yee Lin Wayne Wu DiffM 35 18 0 01 Apr 2024
Bringing Textual Prompt to AI-Generated Image Quality Assessment Bowen Qu Haohui Li Wei-Nan Gao EGVM 21 5 0 27 Mar 2024
VisualCritic: Making LMMs Perceive Visual Quality Like Humans Zhipeng Huang Zhizheng Zhang Yiting Lu Zheng-Jun Zha Zhibo Chen Baining Guo MLLM 47 11 0 19 Mar 2024
A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment Tianhe Wu Kede Ma Jie-Kai Liang Yujiu Yang Lei Zhang 32 19 0 16 Mar 2024
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams Kang Chen Shiyan Chen Jiyuan Zhang Baoyue Zhang Yajing Zheng Tiejun Huang Zhaofei Yu AI4TS 24 3 0 14 Mar 2024
A Comparative Study of Perceptual Quality Metrics for Audio-driven Talking Head Videos Weixia Zhang Chengguang Zhu Jingnan Gao Yichao Yan Guangtao Zhai Xiaokang Yang EGVM 31 2 0 11 Mar 2024
When No-Reference Image Quality Models Meet MAP Estimation in Diffusion Latents Weixia Zhang Dingquan Li Guangtao Zhai Xiaokang Yang Kede Ma 25 1 0 11 Mar 2024
Black-box Adversarial Attacks Against Image Quality Assessment Models Yu Ran Ao Zhang Mingjie Li Weixuan Tang Yuan-Gen Wang 26 8 0 27 Feb 2024
Towards Open-ended Visual Quality Comparison Haoning Wu Hanwei Zhu Zicheng Zhang Erli Zhang Chaofeng Chen ... Qiong Yan Xiaohong Liu Guangtao Zhai Shiqi Wang Weisi Lin AAML 54 49 0 26 Feb 2024
A Lightweight Parallel Framework for Blind Image Quality Assessment Qunyue Huang Bin Fang 31 0 0 19 Feb 2024
KVQ: Kwai Video Quality Assessment for Short-form Videos Yiting Lu Xin Li Yajing Pei Kun Yuan Qizhi Xie Yunpeng Qu Ming-hui Sun Chao Zhou Zhibo Chen 12 16 0 11 Feb 2024
2AFC Prompting of Large Multimodal Models for Image Quality Assessment Hanwei Zhu Xiangjie Sui Baoliang Chen Xuelin Liu Peilin Chen Yuming Fang Shiqi Wang 43 14 0 02 Feb 2024
Feature Denoising Diffusion Model for Blind Image Quality Assessment Xudong Li Jingyuan Zheng Runze Hu Yan Zhang Ke Li ... Xiawu Zheng Yutao Liu Shengchuan Zhang Pingyang Dai Rongrong Ji DiffM 45 2 0 22 Jan 2024
Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation Yixuan Li Peilin Chen Hanwei Zhu Keyan Ding Leida Li Shiqi Wang 28 3 0 16 Jan 2024