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02/22/2023
Debiased Mapping for Full-Reference Image Quality Assessment
Mapping images to deep feature space for comparisons has been wildly ado...
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11/09/2022
From Distance to Dependency: A Paradigm Shift of Full-reference Image Quality Assessment
Deep learning-based full-reference image quality assessment (FR-IQA) mod...
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09/21/2022
Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model
Deep learning based image quality assessment (IQA) models usually learn ...
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09/13/2022
Just Noticeable Difference Modeling for Face Recognition System
High-quality face images are required to guarantee the stability and rel...
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09/12/2022
Deep Feature Statistics Mapping for Generalized Screen Content Image Quality Assessment
The statistical regularities of natural images, referred to as natural s...
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08/05/2022
DeepWSD: Projecting Degradations in Perceptual Space to Wasserstein Distance in Deep Feature Space
Existing deep learning-based full-reference IQA (FR-IQA) models usually ...
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02/20/2022
The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement
There is an increasing consensus that the design and optimization of low...
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01/28/2022
Generalized Visual Quality Assessment of GAN-Generated Face Images
Recent years have witnessed the dramatically increased interest in face ...
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08/09/2021
No-Reference Image Quality Assessment by Hallucinating Pristine Features
In this paper, we propose a no-reference (NR) image quality assessment (...
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07/13/2021
Detect and Locate: A Face Anti-Manipulation Approach with Semantic and Noise-level Supervision
The technological advancements of deep learning have enabled sophisticat...
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01/25/2021
Camera Invariant Feature Learning for Generalized Face Anti-spoofing
There has been an increasing consensus in learning based face anti-spoof...
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12/27/2020
Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment
In this work, we propose a no-reference video quality assessment method,...
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08/19/2020