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05/18/2023
Taxonomy Completion with Probabilistic Scorer via Box Embedding
Taxonomy completion, a task aimed at automatically enriching an existing...
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05/16/2023
NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer
Nighttime image dehazing is a challenging task due to the presence of mu...
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04/17/2023
SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing
The presence of non-homogeneous haze can cause scene blurring, color dis...
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12/23/2022
Unpaired Overwater Image Defogging Using Prior Map Guided CycleGAN
Deep learning-based methods have achieved significant performance for im...
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11/14/2022
Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning
Learning-based image dehazing methods are essential to assist autonomous...
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11/13/2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview
Visual semantic segmentation aims at separating a visual sample into div...
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04/18/2022
Cylin-Painting: Seamless 360° Panoramic Image Outpainting and Beyond with Cylinder-Style Convolutions
Image outpainting gains increasing attention since it can generate the c...
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03/22/2022
High-resolution Iterative Feedback Network for Camouflaged Object Detection
Spotting camouflaged objects that are visually assimilated into the back...
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06/30/2021
Learnable Reconstruction Methods from RGB Images to Hyperspectral Imaging: A Survey
Hyperspectral imaging enables versatile applications due to its competen...
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06/07/2021
A Comprehensive Survey on Image Dehazing Based on Deep Learning
The presence of haze significantly reduces the quality of images. Resear...
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05/13/2021
Reciprocal Feature Learning via Explicit and Implicit Tasks in Scene Text Recognition
Text recognition is a popular topic for its broad applications. In this ...
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05/13/2021
LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment
Table structure recognition is a challenging task due to the various str...
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05/09/2021
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior
Rain is a common natural phenomenon. Taking images in the rain however o...
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04/27/2021
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding
Underwater images suffer from color casts and low contrast due to wavele...
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03/23/2021
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 ...
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03/14/2021
Progressive residual learning for single image dehazing
The recent physical model-free dehazing methods have achieved state-of-t...
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03/12/2021
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal
Rain streaks and rain drops are two natural phenomena, which degrade ima...
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03/07/2021
ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring
Video deblurring models exploit consecutive frames to remove blurs from ...
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02/23/2021
Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation
It is a strong prerequisite to access source data freely in many existin...
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02/21/2021
Progressive Depth Learning for Single Image Dehazing
The formulation of the hazy image is mainly dominated by the reflected l...
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08/20/2020
Single Image Super-Resolution via a Holistic Attention Network
Informative features play a crucial role in the single image super-resol...
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07/18/2020
Face Super-Resolution Guided by 3D Facial Priors
State-of-the-art face super-resolution methods employ deep convolutional...
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05/10/2020
Domain Adaptation for Image Dehazing
Image dehazing using learning-based methods has achieved state-of-the-ar...
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03/26/2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation
Neural Architecture Search (NAS) has shown great potentials in automatic...
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03/09/2020
Nearly Optimal Risk Bounds for Kernel K-Means
In this paper, we study the statistical properties of the kernel k-means...
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04/09/2019
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...
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03/20/2019
Single Image Deraining: A Comprehensive Benchmark Analysis
We present a comprehensive study and evaluation of existing single image...
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01/11/2019
An Underwater Image Enhancement Benchmark Dataset and Beyond
Underwater image enhancement has been attracting much attention due to i...
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12/11/2018
Unsupervised Degradation Learning for Single Image Super-Resolution
Deep Convolution Neural Networks (CNN) have achieved significant perform...
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06/30/2018
Improved Techniques for Learning to Dehaze and Beyond: A Collective Study
This paper reviews the collective endeavors by the team of authors in ex...
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05/15/2018
Learning to Deblur Images with Exemplars
Human faces are one interesting object class with numerous applications....
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04/08/2018
Fast Single Image Rain Removal via a Deep Decomposition-Composition Network
Rain effect in images typically is annoying for many multimedia and comp...
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03/31/2018
Gated Fusion Network for Single Image Dehazing
In this paper, we propose an efficient algorithm to directly restore a c...
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12/12/2017
RESIDE: A Benchmark for Single Image Dehazing
In this paper, we present a comprehensive study and evaluation of existi...
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08/11/2017