Liang Liao | DeepAI

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Chaofeng Chen
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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...

0 Kangmin Xu, et al. ∙

∙ 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 ...

0 Chaofeng Chen, et al. ∙

∙ 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, ...

0 Liang Liao, et al. ∙

∙ 06/20/2023

TransRef: Multi-Scale Reference Embedding Transformer for Reference-Guided Image Inpainting

Image inpainting for completing complicated semantic environments and di...

0 Liang Liao, et al. ∙

∙ 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...

0 Haoning Wu, et al. ∙

∙ 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...

0 Weiqing Yan, et al. ∙

∙ 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...

0 Haoning Wu, et al. ∙

∙ 02/26/2023

Exploring Opinion-unaware Video Quality Assessment with Semantic Affinity Criterion

Recent learning-based video quality assessment (VQA) algorithms are expe...

0 Haoning Wu, et al. ∙

∙ 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 ...

0 Haoning Wu, et al. ∙

∙ 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...

0 Haoning Wu, et al. ∙

∙ 07/29/2022

Reference-Guided Texture and Structure Inference for Image Inpainting

Existing learning-based image inpainting methods are still in challenge ...

0 Taorong Liu, et al. ∙

∙ 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...

0 Liang Liao, et al. ∙

∙ 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...

0 Haoning Wu, et al. ∙

∙ 06/20/2022

DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment

The temporal relationships between frames and their influences on video ...

0 Haoning Wu, et al. ∙

∙ 06/10/2022

Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion

Understanding foggy image sequence in the driving scenes is critical for...

0 Liang Liao, et al. ∙

∙ 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-...

0 Mengshun Hu, et al. ∙

∙ 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...

1 Liang Liao, et al. ∙

∙ 01/17/2021

Generalized Image Reconstruction over T-Algebra

Principal Component Analysis (PCA) is well known for its capability of d...

0 Liang Liao, et al. ∙

∙ 12/15/2020

Image Inpainting Guided by Coherence Priors of Semantics and Textures

Existing inpainting methods have achieved promising performance in recov...

0 Liang Liao, et al. ∙

∙ 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...

0 Liang Liao, et al. ∙

∙ 03/15/2020

Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes

Completing a corrupted image with correct structures and reasonable text...

0 Liang Liao, et al. ∙

∙ 02/08/2020

Intrinsic Dimension Estimation via Nearest Constrained Subspace Classifier

We consider the problems of classification and intrinsic dimension estim...

3 Liang Liao, et al. ∙

∙ 01/31/2020

Generalized Visual Information Analysis via Tensorial Algebra

High order data is modeled using matrices whose entries are numerical ar...

9 Liang Liao, et al. ∙

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