Wenqi Ren

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A Comprehensive Survey on Image Dehazing Based on Deep Learning

The presence of haze significantly reduces the quality of images. Resear...
06/07/2021 ∙ by Jie Gui, et al. ∙ 10 ∙ share

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Reciprocal Feature Learning via Explicit and Implicit Tasks in Scene Text Recognition

Text recognition is a popular topic for its broad applications. In this ...
05/13/2021 ∙ by Hui Jiang, et al. ∙ 0 ∙ share

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LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment

Table structure recognition is a challenging task due to the various str...
05/13/2021 ∙ by Liang Qiao, et al. ∙ 0 ∙ share

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Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior

Rain is a common natural phenomenon. Taking images in the rain however o...
05/09/2021 ∙ by Kaihao Zhang, et al. ∙ 9 ∙ share

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Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding

Underwater images suffer from color casts and low contrast due to wavele...
04/27/2021 ∙ by Chongyi Li, et al. ∙ 2 ∙ share

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Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework

Video deraining is an important task in computer vision as the unwanted ...
03/23/2021 ∙ by Kaihao Zhang, et al. ∙ 0 ∙ share

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Progressive residual learning for single image dehazing

The recent physical model-free dehazing methods have achieved state-of-t...
03/14/2021 ∙ by Yudong Liang, et al. ∙ 0 ∙ share

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Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal

Rain streaks and rain drops are two natural phenomena, which degrade ima...
03/12/2021 ∙ by Kaihao Zhang, et al. ∙ 0 ∙ share

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ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring

Video deblurring models exploit consecutive frames to remove blurs from ...
03/07/2021 ∙ by Dongxu Li, et al. ∙ 0 ∙ share

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Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation

It is a strong prerequisite to access source data freely in many existin...
02/23/2021 ∙ by Weijie Chen, et al. ∙ 0 ∙ share

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Progressive Depth Learning for Single Image Dehazing

The formulation of the hazy image is mainly dominated by the reflected l...
02/21/2021 ∙ by Yudong Liang, et al. ∙ 7 ∙ share

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Single Image Super-Resolution via a Holistic Attention Network

Informative features play a crucial role in the single image super-resol...
08/20/2020 ∙ by Ben Niu, et al. ∙ 0 ∙ share

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Face Super-Resolution Guided by 3D Facial Priors

State-of-the-art face super-resolution methods employ deep convolutional...
07/18/2020 ∙ by Xiaobin Hu, et al. ∙ 15 ∙ share

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Domain Adaptation for Image Dehazing

Image dehazing using learning-based methods has achieved state-of-the-ar...
05/10/2020 ∙ by Yuanjie Shao, et al. ∙ 15 ∙ share

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DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation

Neural Architecture Search (NAS) has shown great potentials in automatic...
03/26/2020 ∙ by Xiong Zhang, et al. ∙ 0 ∙ share

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Nearly Optimal Risk Bounds for Kernel K-Means

In this paper, we study the statistical properties of the kernel k-means...
03/09/2020 ∙ by Yong Liu, et al. ∙ 19 ∙ share

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UG^2+ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments

The UG^2+ challenge in IEEE CVPR 2019 aims to evoke a comprehensive disc...
04/09/2019 ∙ by Wenhan Yang, et al. ∙ 0 ∙ share

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Single Image Deraining: A Comprehensive Benchmark Analysis

We present a comprehensive study and evaluation of existing single image...
03/20/2019 ∙ by Siyuan Li, et al. ∙ 0 ∙ share

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An Underwater Image Enhancement Benchmark Dataset and Beyond

Underwater image enhancement has been attracting much attention due to i...
01/11/2019 ∙ by Chongyi Li, et al. ∙ 18 ∙ share

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Unsupervised Degradation Learning for Single Image Super-Resolution

Deep Convolution Neural Networks (CNN) have achieved significant perform...
12/11/2018 ∙ by Tianyu Zhao, et al. ∙ 8 ∙ share

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Improved Techniques for Learning to Dehaze and Beyond: A Collective Study

This paper reviews the collective endeavors by the team of authors in ex...
06/30/2018 ∙ by Yu Liu, et al. ∙ 0 ∙ share

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Learning to Deblur Images with Exemplars

Human faces are one interesting object class with numerous applications....
05/15/2018 ∙ by Jinshan Pan, et al. ∙ 2 ∙ share

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Fast Single Image Rain Removal via a Deep Decomposition-Composition Network

Rain effect in images typically is annoying for many multimedia and comp...
04/08/2018 ∙ by Siyuan Li, et al. ∙ 0 ∙ share

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Gated Fusion Network for Single Image Dehazing

In this paper, we propose an efficient algorithm to directly restore a c...
03/31/2018 ∙ by Wenqi Ren, et al. ∙ 0 ∙ share

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RESIDE: A Benchmark for Single Image Dehazing

In this paper, we present a comprehensive study and evaluation of existi...
12/12/2017 ∙ by Boyi Li, et al. ∙ 0 ∙ share

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Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel

Video deblurring is a challenging problem as the blur is complex and usu...
08/11/2017 ∙ by Wenqi Ren, et al. ∙ 0 ∙ share

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Wenqi Ren

Featured Co-authors

Dacheng Tao

Wei Liu

Jun Zhang

Zhangyang Wang

Ming-Hsuan Yang

Fei Wu

Yong Liu

Bin Wang

Yu Liu

Jing Zhang

Jiawei Zhang

A Comprehensive Survey on Image Dehazing Based on Deep Learning

Reciprocal Feature Learning via Explicit and Implicit Tasks in Scene Text Recognition

LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment

Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior

Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding

Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework

Progressive residual learning for single image dehazing

Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal

ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring

Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation

Progressive Depth Learning for Single Image Dehazing

Single Image Super-Resolution via a Holistic Attention Network

Face Super-Resolution Guided by 3D Facial Priors

Domain Adaptation for Image Dehazing

DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation

Nearly Optimal Risk Bounds for Kernel K-Means

UG^2+ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments

Single Image Deraining: A Comprehensive Benchmark Analysis

An Underwater Image Enhancement Benchmark Dataset and Beyond

Unsupervised Degradation Learning for Single Image Super-Resolution

Improved Techniques for Learning to Dehaze and Beyond: A Collective Study

Learning to Deblur Images with Exemplars

Fast Single Image Rain Removal via a Deep Decomposition-Composition Network

Gated Fusion Network for Single Image Dehazing

RESIDE: A Benchmark for Single Image Dehazing

Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel