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08/23/2023
Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment
Image Quality Assessment (IQA) constitutes a fundamental task within the...
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08/06/2023
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment
Image Quality Assessment (IQA) is a fundamental task in computer vision ...
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08/04/2023
Color Image Recovery Using Generalized Matrix Completion over Higher-Order Finite Dimensional Algebra
To improve the accuracy of color image completion with missing entries, ...
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06/20/2023
TransRef: Multi-Scale Reference Embedding Transformer for Reference-Guided Image Inpainting
Image inpainting for completing complicated semantic environments and di...
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05/22/2023
Towards Explainable In-the-Wild Video Quality Assessment: A Database and a Language-Prompted Approach
The proliferation of in-the-wild videos has greatly expanded the Video Q...
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05/11/2023
GCFAgg: Global and Cross-view Feature Aggregation for Multi-view Clustering
Multi-view clustering can partition data samples into their categories b...
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04/28/2023
Towards Robust Text-Prompted Semantic Criterion for In-the-Wild Video Quality Assessment
The proliferation of videos collected during in-the-wild natural setting...
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02/26/2023
Exploring Opinion-unaware Video Quality Assessment with Semantic Affinity Criterion
Recent learning-based video quality assessment (VQA) algorithms are expe...
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11/09/2022
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives
The rapid increase in user-generated-content (UGC) videos calls for the ...
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10/11/2022
Neighbourhood Representative Sampling for Efficient End-to-end Video Quality Assessment
The increased resolution of real-world videos presents a dilemma between...
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07/29/2022
Reference-Guided Texture and Structure Inference for Image Inpainting
Existing learning-based image inpainting methods are still in challenge ...
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07/08/2022
Exploring the Effectiveness of Video Perceptual Representation in Blind Video Quality Assessment
With the rapid growth of in-the-wild videos taken by non-specialists, bl...
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07/06/2022
FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling
Current deep video quality assessment (VQA) methods are usually with hig...
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06/20/2022
DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment
The temporal relationships between frames and their influences on video ...
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06/10/2022
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion
Understanding foggy image sequence in the driving scenes is critical for...
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05/11/2022
Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning
Spatial-Temporal Video Super-Resolution (ST-VSR) aims to generate super-...
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02/01/2022
Approximation of Images via Generalized Higher Order Singular Value Decomposition over Finite-dimensional Commutative Semisimple Algebra
Low-rank approximation of images via singular value decomposition is wel...
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01/17/2021
Generalized Image Reconstruction over T-Algebra
Principal Component Analysis (PCA) is well known for its capability of d...
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12/15/2020
Image Inpainting Guided by Coherence Priors of Semantics and Textures
Existing inpainting methods have achieved promising performance in recov...
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10/31/2020
General Data Analytics with Applications to Visual Information Analysis: A Provable Backward-Compatible Semisimple Paradigm over T-Algebra
We consider a novel backward-compatible paradigm of general data analyti...
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03/15/2020
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes
Completing a corrupted image with correct structures and reasonable text...
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02/08/2020
Intrinsic Dimension Estimation via Nearest Constrained Subspace Classifier
We consider the problems of classification and intrinsic dimension estim...
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01/31/2020