Real-time haze removal by GPU acceleration based on dark channel prior algorithm

2017 ◽  
Author(s):  
wending xiang ◽  
wenjin liu ◽  
zhenghua guo ◽  
junlong wu ◽  
ping yang ◽  
...  
Keyword(s):  
Real Time ◽  
Gpu Acceleration ◽  
Dark Channel Prior ◽  
Haze Removal ◽  
Dark Channel

scholarly journals Real-Time Haze Removal Using Normalised Pixel-Wise Dark-Channel Prior and Robust Atmospheric-Light Estimation

2020 ◽  
Vol 10 (3) ◽  
pp. 1165 ◽  
Author(s):  
Yutaro Iwamoto ◽  
Naoaki Hashimoto ◽  
Yen-Wei Chen
Keyword(s):  
Real Time ◽  
Computational Cost ◽  
Dark Channel Prior ◽  
Detailed Structure ◽  
Haze Removal ◽  
Acceptable Quality ◽  
Colour Channel ◽  
Dark Channel ◽  
High Computational Cost ◽  
Atmospheric Light

This study proposes real-time haze removal from a single image using normalised pixel-wise dark-channel prior (DCP). DCP assumes that at least one RGB colour channel within most local patches in a haze-free image has a low-intensity value. Since the spatial resolution of the transmission map depends on the patch size and it loses the detailed structure with large patch sizes, original work refines the transmission map using an image-matting technique. However, it requires high computational cost and is not adequate for real-time application. To solve these problems, we use normalised pixel-wise haze estimation without losing the detailed structure of the transmission map. This study also proposes robust atmospheric-light estimation using a coarse-to-fine search strategy and down-sampled haze estimation for acceleration. Experiments with actual and simulated haze images showed that the proposed method achieves real-time results of visually and quantitatively acceptable quality compared with other conventional methods of haze removal.

scholarly journals Real-time hardware accelerator for single image haze removal using dark channel prior and guided filter

2014 ◽  
Vol 11 (24) ◽  
pp. 20141002-20141002 ◽  
Author(s):  
Zhengfa Liang ◽  
Hengzhu Liu ◽  
Botao Zhang ◽  
Benzhang Wang
Keyword(s):  
Real Time ◽  
Guided Filter ◽  
Hardware Accelerator ◽  
Dark Channel Prior ◽  
Single Image ◽  
Haze Removal ◽  
Dark Channel

Contrast in Haze Removal: Configurable Contrast Enhancement Model Based on Dark Channel Prior

2019 ◽  
Vol 28 (5) ◽  
pp. 2212-2227 ◽  
Author(s):  
Ping-Juei Liu ◽  
Shi-Jinn Horng ◽  
Jzau-Sheng Lin ◽  
Tianrui Li
Keyword(s):  
Contrast Enhancement ◽  
Dark Channel Prior ◽  
Haze Removal ◽  
Model Based ◽  
Dark Channel

A Modified Haze Removal Algorithm Using Dark Channel Prior

2012 ◽  
Vol 457-458 ◽  
pp. 1397-1402
Author(s):  
Xiao Tian Wu ◽  
Xing Hao Ding ◽  
Quan Xiao
Keyword(s):  
Dark Channel Prior ◽  
Haze Removal ◽  
Dark Channel

Haze removal using scale adaptive dark channel prior

2016 ◽  
Vol 45 (9) ◽  
pp. 928002
Author(s):  
宋颖超 Song Yingchao ◽  
罗海波 Luo Haibo ◽  
惠 斌 Hui Bin ◽  
常 铮 Chang Zheng
Keyword(s):  
Dark Channel Prior ◽  
Haze Removal ◽  
Dark Channel
Sign in / Sign up

Export Citation Format

Share Document