TY - GEN
T1 - Real-time image dehazing using genetic programming
AU - Hernandez-Beltran, Jose Enrique
AU - Diaz-Ramirez, Victor H.
AU - Juarez-Salazar, Rigoberto
N1 - Publisher Copyright:
© 2019 SPIE. Downloading of the abstract is permitted for personal use only.
PY - 2019
Y1 - 2019
N2 - A real-time system for restoration of images degraded by haze is presented. First, a transmission function estimator is automatically constructed using genetic programming. Next, the resultant estimator is employed to compute the transmission function of the scene by processing an input hazy image. Finally, the estimated transmission function and the hazy image are used in a restoration model based on atmospheric optics to obtain a haze-free image. The proposed method is implemented in a laboratory prototype for high-rate image processing. The performance of the proposed approach is evaluated in terms of objective metrics using synthetic and real-world images.
AB - A real-time system for restoration of images degraded by haze is presented. First, a transmission function estimator is automatically constructed using genetic programming. Next, the resultant estimator is employed to compute the transmission function of the scene by processing an input hazy image. Finally, the estimated transmission function and the hazy image are used in a restoration model based on atmospheric optics to obtain a haze-free image. The proposed method is implemented in a laboratory prototype for high-rate image processing. The performance of the proposed approach is evaluated in terms of objective metrics using synthetic and real-world images.
KW - Image dehazing
KW - genetic programming
KW - real-time image processing.
UR - http://www.scopus.com/inward/record.url?scp=85075789863&partnerID=8YFLogxK
U2 - 10.1117/12.2528510
DO - 10.1117/12.2528510
M3 - Contribución a la conferencia
AN - SCOPUS:85075789863
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - Optics and Photonics for Information Processing XIII
A2 - Iftekharuddin, Khan M.
A2 - Awwal, Abdul A. S.
A2 - Diaz-Ramirez, Victor H.
A2 - Marquez, Andres
PB - SPIE
T2 - Optics and Photonics for Information Processing XIII 2019
Y2 - 13 August 2019 through 14 August 2019
ER -