VAE-CoGAN: Unpaired image-to-image translation for low-level vision

J Zhang, X Lang, B Huang, X Jiang - Signal, Image and Video Processing, 2023 - Springer
Low-level vision problems, such as single image haze removal and single image rain
removal, usually restore a clear image from an input image using a paired dataset. However …

LBP-based multi-scale feature fusion enhanced dehazing networks

X Zhang, Y Li, J Li, Z Hua - Multimedia Tools and Applications, 2024 - Springer
Image dehazing is a prior process to perform advanced computer vision tasks such as
certain target detection, and the degree of haze residue directly determines the performance …

Adaptive Multi-Feature Attention Network for Image Dehazing

H **g, J Chen, C Zhang, S Wei, A Chen… - Electronics, 2024 - search.proquest.com
Currently, deep-learning-based image dehazing methods occupy a dominant position in
image dehazing applications. Although many complicated dehazing models have achieved …

Single Image Dehazing Using Multi-Scale DCP-BCP Fusion

S Nair, S Menon, M Karlekar… - … in Intelligent Control …, 2022 - ieeexplore.ieee.org
Dehazing involves finding the solution to an ill-posed problem. Improvement to the
traditional prior based dehazing method has been introduced here. Considering the pivotal …

MCCGAN: An All-In-One Image Restoration Under Adverse Conditions Using Multidomain Contextual Conditional Gan

M Siddiqua, N Akhter, A Zameer… - International Journal of …, 2024 - World Scientific
Clear images are crucial for the optimal performance of various high-level vision-based
tasks. However, some inevitable causes, such as bad weather and underwater conditions …

Image Dehazing via Pyramid Exposure Fusion

H Li, S Guo - 2022 7th International Conference on Image …, 2022 - ieeexplore.ieee.org
In this paper, we present a new image dehazing method via pyramid exposure fusion.
Instead of relying on the accuracies of global atmospheric light and trans-mission separately …