Shanxin Yuan

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HUAWEI Technologies Co., Ltd.

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Imperial College London

Ph.D. Candidate, Department of Electrical and Electronic Engineering at Imperial College London

research

∙ 08/05/2022

Disentangling 3D Attributes from a Single 2D Image: Human Pose, Shape and Garment

For visual manipulation tasks, we aim to represent image content with se...

Xue Hu, et al. ∙

research

∙ 06/20/2022

SJ-HD^2R: Selective Joint High Dynamic Range and Denoising Imaging for Dynamic Scenes

Ghosting artifacts, motion blur, and low fidelity in highlight are the m...

Wei Li, et al. ∙

research

∙ 03/11/2022

TAPE: Task-Agnostic Prior Embedding for Image Restoration

Learning an generalized prior for natural image restoration is an import...

Lin Liu, et al. ∙

research

∙ 12/17/2021

SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers

We propose a novel zero-shot multi-frame image restoration method for re...

Lin Liu, et al. ∙

research

∙ 08/03/2021

Wavelet-Based Network For High Dynamic Range Imaging

High dynamic range (HDR) imaging from multiple low dynamic range (LDR) i...

Tianhong Dai, et al. ∙

research

∙ 11/03/2020

Self-Adaptively Learning to Demoire from Focused and Defocused Image Pairs

Moire artifacts are common in digital photography, resulting from the in...

Lin Liu, et al. ∙

research

∙ 07/21/2020

Video Super-resolution with Temporal Group Attention

Video super-resolution, which aims at producing a high-resolution video ...

Takashi Isobe, et al. ∙

research

∙ 07/14/2020

Wavelet-Based Dual-Branch Network for Image Demoireing

When smartphone cameras are used to take photos of digital screens, usua...

Lin Liu, et al. ∙

research

∙ 05/06/2020

NTIRE 2020 Challenge on Image Demoireing: Methods and Results

This paper reviews the Challenge on Image Demoireing that was part of th...

Shanxin Yuan, et al. ∙

research

∙ 04/01/2020

Image Demoireing with Learnable Bandpass Filters

Image demoireing is a multi-faceted image restoration task involving bot...

Bolun Zheng, et al. ∙

research

∙ 11/08/2019

AIM 2019 Challenge on Image Demoireing: Methods and Results

This paper reviews the first-ever image demoireing challenge that was pa...

Shanxin Yuan, et al. ∙

research

∙ 11/06/2019

AIM 2019 Challenge on Image Demoireing: Dataset and Study

This paper introduces a novel dataset, called LCDMoire, which was create...

Shanxin Yuan, et al. ∙

research

∙ 11/18/2018

RGB-based 3D Hand Pose Estimation via Privileged Learning with Depth Images

This paper proposes a method for hand pose estimation from RGB images th...

Shanxin Yuan, et al. ∙

research

∙ 12/11/2017

3D Hand Pose Estimation: From Current Achievements to Future Goals

In this paper, we strive to answer two questions: What is the current st...

Shanxin Yuan, et al. ∙

research

∙ 07/07/2017

The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation

We present the 2017 Hands in the Million Challenge, a public competition...

Shanxin Yuan, et al. ∙

research

∙ 04/09/2017

BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis

In this paper we introduce a large-scale hand pose dataset, collected us...

Shanxin Yuan, et al. ∙

research

∙ 04/08/2017

First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations

In this work we study the use of 3D hand poses to recognize first-person...

Guillermo Garcia-Hernando, et al. ∙

research

∙ 04/12/2016

Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation

Discriminative methods often generate hand poses kinematically implausib...

Qi Ye, et al. ∙

Shanxin Yuan

Featured Co-authors

Wei Li

Qi Tian

Fan Yang

Radu Timofte

PetsTime

Jian Yang

Jan Kautz

Houqiang Li

Cheng Li

Lingxi Xie

Yuan Xie

Disentangling 3D Attributes from a Single 2D Image: Human Pose, Shape and Garment

SJ-HD^2R: Selective Joint High Dynamic Range and Denoising Imaging for Dynamic Scenes

TAPE: Task-Agnostic Prior Embedding for Image Restoration

SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers

Wavelet-Based Network For High Dynamic Range Imaging

Self-Adaptively Learning to Demoire from Focused and Defocused Image Pairs

Video Super-resolution with Temporal Group Attention

Wavelet-Based Dual-Branch Network for Image Demoireing

NTIRE 2020 Challenge on Image Demoireing: Methods and Results

Image Demoireing with Learnable Bandpass Filters

AIM 2019 Challenge on Image Demoireing: Methods and Results

AIM 2019 Challenge on Image Demoireing: Dataset and Study

RGB-based 3D Hand Pose Estimation via Privileged Learning with Depth Images

3D Hand Pose Estimation: From Current Achievements to Future Goals

The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation

BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis

First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations

Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation