TY - JOUR
T1 - A fast image dehazing method that does not introduce color artifacts
AU - Vazquez-Corral, Javier
AU - Galdran, Adrian
AU - Cyriac, Praveen
AU - Bertalmío, Marcelo
PY - 2020/6
Y1 - 2020/6
N2 - We propose a method for color dehazing with four main characteristics: it does not introduce color artifacts, it does not depend on inverting any physical equation, it is based on models of visual perception, and it is fast, potentially real time. Our method converts the original input image to the HSV color space and works in the saturation and value domains by: (1) reducing the value component via a global constrained histogram flattening; (2) modifying the saturation component in consistency with the previous reduced value; and (3) performing a local contrast enhancement in the value component. Results show that our method competes with the state-of-the-art when dealing with standard hazy images, and outperforms it when dealing with challenging haze cases. Furthermore, our method is able to dehaze a FullHD image on a GPU in 90 ms.
AB - We propose a method for color dehazing with four main characteristics: it does not introduce color artifacts, it does not depend on inverting any physical equation, it is based on models of visual perception, and it is fast, potentially real time. Our method converts the original input image to the HSV color space and works in the saturation and value domains by: (1) reducing the value component via a global constrained histogram flattening; (2) modifying the saturation component in consistency with the previous reduced value; and (3) performing a local contrast enhancement in the value component. Results show that our method competes with the state-of-the-art when dealing with standard hazy images, and outperforms it when dealing with challenging haze cases. Furthermore, our method is able to dehaze a FullHD image on a GPU in 90 ms.
KW - Color image processing
KW - Image dehazing
KW - Vision models
UR - http://www.scopus.com/inward/record.url?scp=85053251386&partnerID=8YFLogxK
U2 - 10.1007/s11554-018-0816-6
DO - 10.1007/s11554-018-0816-6
M3 - Article
AN - SCOPUS:85053251386
VL - 17
SP - 607
EP - 622
JO - Journal of Real-Time Image Processing
JF - Journal of Real-Time Image Processing
SN - 1861-8200
IS - 3
ER -