
-
Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation
It is a strong prerequisite to access source data freely in many existin...
read it
-
Progressive Depth Learning for Single Image Dehazing
The formulation of the hazy image is mainly dominated by the reflected l...
read it
-
Single Image Super-Resolution via a Holistic Attention Network
Informative features play a crucial role in the single image super-resol...
read it
-
Face Super-Resolution Guided by 3D Facial Priors
State-of-the-art face super-resolution methods employ deep convolutional...
read it
-
Domain Adaptation for Image Dehazing
Image dehazing using learning-based methods has achieved state-of-the-ar...
read it
-
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation
Neural Architecture Search (NAS) has shown great potentials in automatic...
read it
-
Nearly Optimal Risk Bounds for Kernel K-Means
In this paper, we study the statistical properties of the kernel k-means...
read it
-
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...
read it
-
Single Image Deraining: A Comprehensive Benchmark Analysis
We present a comprehensive study and evaluation of existing single image...
read it
-
An Underwater Image Enhancement Benchmark Dataset and Beyond
Underwater image enhancement has been attracting much attention due to i...
read it
-
Unsupervised Degradation Learning for Single Image Super-Resolution
Deep Convolution Neural Networks (CNN) have achieved significant perform...
read it
-
Improved Techniques for Learning to Dehaze and Beyond: A Collective Study
This paper reviews the collective endeavors by the team of authors in ex...
read it
-
Learning to Deblur Images with Exemplars
Human faces are one interesting object class with numerous applications....
read it
-
Fast Single Image Rain Removal via a Deep Decomposition-Composition Network
Rain effect in images typically is annoying for many multimedia and comp...
read it
-
Gated Fusion Network for Single Image Dehazing
In this paper, we propose an efficient algorithm to directly restore a c...
read it
-
RESIDE: A Benchmark for Single Image Dehazing
In this paper, we present a comprehensive study and evaluation of existi...
read it
-
Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel
Video deblurring is a challenging problem as the blur is complex and usu...
read it