Qiong Yan | DeepAI

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Kai Zhang
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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. ∙

∙ 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. ∙

∙ 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. ∙

∙ 07/08/2022

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. ∙

∙ 07/07/2022

D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration

Night imaging with modern smartphone cameras is troublesome due to low p...

0 Yuzhi Zhao, 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. ∙

∙ 04/21/2022

ChildPredictor: A Child Face Prediction Framework with Disentangled Learning

The appearances of children are inherited from their parents, which make...

0 Yuzhi Zhao, et al. ∙

∙ 11/24/2020

Is a Green Screen Really Necessary for Real-Time Human Matting?

For human matting without the green screen, existing works either requir...

1 Zhanghan Ke, et al. ∙

∙ 09/15/2020

AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results

This paper reviews the AIM 2020 challenge on efficient single image supe...

6 Kai Zhang, et al. ∙

∙ 08/12/2020

Guided Collaborative Training for Pixel-wise Semi-Supervised Learning

We investigate the generalization of semi-supervised learning (SSL) to d...

8 Zhanghan Ke, et al. ∙

∙ 05/10/2020

Hierarchical Regression Network for Spectral Reconstruction from RGB Images

Capturing visual image with a hyperspectral camera has been successfully...

4 Yuzhi Zhao, et al. ∙

∙ 05/08/2020

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results

This paper reviews the NTIRE 2020 challenge on real image denoising with...

25 Abdelrahman Abdelhamed, et al. ∙

∙ 03/28/2020

Polarized Reflection Removal with Perfect Alignment in the Wild

We present a novel formulation to removing reflection from polarized ima...

0 Chenyang Lei, et al. ∙

∙ 09/03/2019

Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning

Recently, consistency-based methods have achieved state-of-the-art resul...

0 Zhanghan Ke, et al. ∙

∙ 04/06/2019

Deep Surface Normal Estimation with Hierarchical RGB-D Fusion

The growing availability of commodity RGB-D cameras has boosted the appl...

0 Jin Zeng, et al. ∙

∙ 09/26/2018

DSR: Direct Self-rectification for Uncalibrated Dual-lens Cameras

With the developments of dual-lens camera modules,depth information repr...

4 Ruichao Xiao, et al. ∙

∙ 10/01/2017

Image Dehazing using Bilinear Composition Loss Function

In this paper, we introduce a bilinear composition loss function to addr...

0 Hui Yang, et al. ∙

∙ 05/30/2017

Robust Tracking Using Region Proposal Networks

Recent advances in visual tracking showed that deep Convolutional Neural...

0 Jimmy Ren, et al. ∙

∙ 08/11/2014

Hierarchical Saliency Detection on Extended CSSD

Complex structures commonly exist in natural images. When an image conta...

0 Jianping Shi, et al. ∙

∙ 10/13/2013

Dense Scattering Layer Removal

We propose a new model, together with advanced optimization, to separate...

0 Qiong Yan, et al. ∙

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