Real-time image dehazing using genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{Hernandez-Beltran:2019:OPIP,

• author = "Jose Enrique Hernandez-Beltran and Victor H. Diaz-Ramirez and Rigoberto Juarez-Salazar",
• title = "Real-time image dehazing using genetic programming",
• booktitle = "Optics and Photonics for Information Processing XIII",
• year = "2019",
• editor = "Khan M. Iftekharuddin and Abdul A. S. Awwal and Victor H. Diaz-Ramirez and Andres Marquez",
• volume = "11136",
• pages = "222--230",
• address = "San Diego, California, United States",
• month = "6 " # sep,
• organization = "International Society for Optics and Photonics",
• publisher = "SPIE",
• keywords = "genetic algorithms, genetic programming, Image dehazing, Genetic programming, Real-time image processing",
• URL = "https://www.human-competitive.org/sites/default/files/hernandezramirez.txt",
• URL = "https://doi.org/10.1117/12.2528510",
• video_url = "http://www.human-competitive.org/sites/default/files/ramirezvideo_copy.mp4",
• DOI = "doi:10.1117/12.2528510",
• abstract = "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.",
• notes = "2020 HUMIES finalist.",

}

Genetic Programming entries for Jose Enrique Hernandez-Beltran Victor Hugo Diaz-Ramirez Rigoberto Juarez-Salazar

Citations