This is the MATLAB source code of a haze removal algorithm published in Remote Sensing (MDPI) under the title "Robust Single-Image Haze Removal Using Optimal Transmission Map and Adaptive Atmospheric Light". The transmission map was estimated by maximizing an objective function quantifying image contrast and sharpness. Additionally, an adaptive …

optimization image-processing haze-removal dehazing dehazing-algorithm mdpi defogging machine-learing nelder-mead-algorithm defogging-algorithm

• Updated Dec 10, 2021
• MATLAB

This is the MATLAB source code of a haze removal algorithm, which dehazes a hazy input image using simple image enhancement techniques, such as detail enhancement, gamma correction, and single-scale image fusion.

haze-removal dark-channel-prior tone-mapping dehazing image-enhancement dehazing-algorithm gamma-correction defogging unsharp-masking defogging-algorithm detail-enhancement

• Updated Sep 15, 2020
• MATLAB

This source code is a MATLAB implementation of a haze removal algorithm that can deal with the post-dehazing false enlargement of white objects effectively. The work was published in MDPI Sensors journal under the title "Single-Image Visibility Restoration: A Machine Learning Approach and Its 4K-Capable Hardware Accelerator".

machine-learning supervised-learning machine-learning-algorithm dehazing dehazing-algorithm defogging supervised-learning-algorithm defogging-algorithm false-enlargement

• Updated Oct 16, 2020
• MATLAB

This is a MATLAB source code of the paper "Improved Color Attenuation Prior for Single-Image Haze Removal", published in Applied Sciences-Basel (MDPI).

machine-learning image-processing supervised-learning cap haze-removal icap dehazing dehazing-algorithm defogging color-attenuation-prior defogging-algorithm haze-removal-algorithm improved-color-attenuation-prior

• Updated Sep 15, 2020
• MATLAB

[IEEE Access 2024] DA-Net: Dual Attention Network for Haze Removal in Remote Sensing Image

deep-learning neural-network fog image-processing remote-sensing attention haze-removal attention-mechanism haze dehazing image-enhancement defogging image-dehazing remote-sensing-image attention-network defogging-algorithm dual-attention-network da-net

• Updated May 19, 2025
• Python

Implementation of the paper "Single Image Defogging by Multiscale Depth Fusion" by Yuan-Kai Wang and Ching-Tang Fan

computer-vision optimization-algorithms defogging-algorithm

• Updated Apr 10, 2022
• Python