Bridging the Gap Between Saliency Prediction and Image Quality Assessment

8 May 2024

Papers citing "Bridging the Gap Between Saliency Prediction and Image Quality Assessment"

16 / 16 papers shown

Title
UGC Quality Assessment: Exploring the Impact of Saliency in Deep Feature-Based Quality Assessment Xinyi Wang Angeliki V. Katsenou David Bull 21 3 0 13 Aug 2023
Half of an image is enough for quality assessment Junyong You Yuan Lin J. Korhonen 63 2 0 30 Jan 2023
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment Sidi Yang Tianhe Wu Shu Shi Shanshan Lao S. Gong Ming Cao Jiahao Wang Yujiu Yang 73 327 0 19 Apr 2022
TranSalNet: Towards perceptually relevant visual saliency prediction Jianxun Lou Hanhe Lin David Marshall Dietmar Saupe Hantao Liu ViT 42 76 0 07 Oct 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 215 666 0 12 Aug 2021
Image Quality Assessment: Unifying Structure and Texture Similarity Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli 101 780 0 16 Apr 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 78 306 0 20 Dec 2019
Sanity Checks for Saliency Metrics Richard J. Tomsett Daniel Harborne Supriyo Chakraborty Prudhvi K. Gurram Alun D. Preece XAI 93 170 0 29 Nov 2019
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment Vlad Hosu Hanhe Lin T. Szirányi Dietmar Saupe 105 567 0 14 Oct 2019
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network Weixia Zhang Kede Ma Jia Yan Dexiang Deng Zhou Wang 86 666 0 05 Jul 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 137 18,115 0 28 May 2019
A Benchmark for Interpretability Methods in Deep Neural Networks Sara Hooker D. Erhan Pieter-Jan Kindermans Been Kim FAtt UQCV 105 681 0 28 Jun 2018
PieAPP: Perceptual Image-Error Assessment through Pairwise Preference Ekta Prashnani H. Cai Yasamin Mostofi P. Sen SSL 57 276 0 06 Jun 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 376 11,790 0 11 Jan 2018
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 294 20,003 0 07 Oct 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,308 0 14 Dec 2015