TOPIQ: a top-down approach from semantics to distortions for image quality assessment

TOPIQ: a top-down approach from semantics to distortions for image quality assessment

Image Quality Assessment (IQA) is a fundamental task in computer vision that has witnessed remarkable progress with deep neural networks. Inspired by the characteristics of the human visual system, existing methods typically use a combination of global and local representations (i.e., multi-scale fe...

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Bibliographic Details
Main Authors: Chen, Chaofeng, Mo, Jiadi, Hou, Jingwen, Wu, Haoning, Liao, Liang, Sun, Wenxiu, Yan, Qiong, Lin, Weisi
Other Authors: College of Computing and Data Science
Format: Journal Article
Language:English
Published: 2024
Subjects:
Computer and Information Science
Image quality assessment
Top-down approach
Online Access:https://hdl.handle.net/10356/178455

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