Awesome Haze Removal

A curated list of related resources for haze removal.

Table of Contents

• Papers
• Datasets

Papers

arXiv

• Night Time Haze and Glow Removal using Deep Dilated Convolutional Network [paper]
• Single Image Haze Removal using a Generative Adversarial Network [paper]
• Does Haze Removal Help CNN-based Image Classification? [paper]
• Underwater Image Haze Removal and Color Correction with an Underwater-ready Dark Channel Prior [paper]
• Deep joint rain and haze removal from single images [paper]
• CANDY: Conditional Adversarial Networks based Fully End-to-End System for Single Image Haze Removal [paper]
• Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond [paper]

2020

• Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing (CVPR) [paper]
• FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing (AAAI) [paper]
• PMHLD: Patch Map Based Hybrid Learning DehazeNet for Single Image Haze Removal (TIP) [paper][code]
• Single Image Haze Removal using a Generative Adversarial Network (WiSPNET) [paper][code]

2019

• Single Image Dehazing with a Generic Model-Agnostic Convolutional Neural Network (IEEE SPL) [paper][code]
• PMS-Net: Robust Haze Removal Based on Patch Map for Single Images (CVPR) [paper][code]

2018

• A Light Dual-Task Neural Network for Haze Removal (IEEE SPL) [paper]
• DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement (CVPR) [paper]
• C2MSNet: A Novel approach for single image haze removal (WACV) [paper]
• Multiple Linear Regression Haze-removal Model Based on Dark Channel Prior (IEEE CPS) [paper]

2017

• AOD-Net: All-in-One Dehazing Network (ICCV) [paper]
• Fast Haze Removal for Nighttime Image Using Maximum Reflectance Prior (CVPR) [paper][code]
• Joint Transmission Map Estimation and Dehazing using Deep Networks (IEEE TCSVT) [paper]
• Deep fully convolutional regression networks for single image haze removal (VCIP) [paper][code]

2016

• Non-local Image Dehazing (CVPR) [paper][code]
• Single Image Dehazing via Multi-scale Convolutional Neural Networks (ECCV) [paper]
• DehazeNet: An End-to-End System for Single Image Haze Removal (IEEE TIP) [paper][code]

2015

• A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior (IEEE TIP) [paper][code]

2014

• Efficient Image Dehazing with Boundary Constraint and Contextual Regularization (ICCV) [paper][code]
• Nighttime Haze Removal Based on a New Imaging Model (ICIP) [paper][code]

2009

• Single Image Haze Removal Using Dark Channel Prior (CVPR) [paper][code-Python][code-MATLAB][code-C++]

2008

• Single Image Dehazing (ACM TOG) [paper][homepage]

Datasets

Contact

For any questions regard this repository, please directly contact Xin Zeng ([email protected]).

License

To the extent possible under law, Xin Zeng has retained all copyright and related or neighboring rights to this work.