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Proceedings Paper

Real-time image dehazing using local adaptive neighborhoods and dark-channel-prior
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Paper Abstract

A real-time algorithm for single image dehazing is presented. The algorithm is based on calculation of local neighborhoods of a hazed image inside a moving window. The local neighborhoods are constructed by computing rank-order statistics. Next the dark-channel-prior approach is applied to the local neighborhoods to estimate the transmission function of the scene. By using the suggested approach there is no need for applying a refining algorithm to the estimated transmission such as the soft matting algorithm. To achieve high-rate signal processing the proposed algorithm is implemented exploiting massive parallelism on a graphics processing unit (GPU). Computer simulation results are carried out to test the performance of the proposed algorithm in terms of dehazing efficiency and speed of processing. These tests are performed using several synthetic and real images. The obtained results are analyzed and compared with those obtained with existing dehazing algorithms.

Paper Details

Date Published: 10 September 2015
PDF: 7 pages
Proc. SPIE 9598, Optics and Photonics for Information Processing IX, 95981G (10 September 2015); doi: 10.1117/12.2188491
Show Author Affiliations
Jesus A. Valderrama, Instituto Politcnico Nacional - CITEDI (Mexico)
Víctor H. Díaz-Ramírez, Instituto Politcnico Nacional - CITEDI (Mexico)
Vitaly Kober, Department of Computer Science - CICESE (Mexico)
Chelyabinsk State Univ. (Russian Federation)
Enrique Hernandez, Instituto Politcnico Nacional - CITEDI (Mexico)


Published in SPIE Proceedings Vol. 9598:
Optics and Photonics for Information Processing IX
Abdul A. S. Awwal; Khan M. Iftekharuddin; Mohammad A. Matin; Mireya García Vázquez; Andrés Márquez, Editor(s)

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