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Cognitive Computation

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23-11-2016

Learning Tone Mapping Function for Dehazing

Authors: Xuhang Lian, Yanwei Pang, Yuqing He, Xuelong Li, Aiping Yang

Published in: Cognitive Computation | Issue 1/2017

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As a step of cognitive process, recovering true information in images has significant influence on many cognitive-related tasks [1], such as classification [26], recognition [25], detection [39, 40], and tracking [41]. However, in practice, many natural factors, especially, always inevitably heavily degrade the captured images. Recently, due to environmental pollution and extreme weather, the negative influence of haze becomes more and more remarkable. For example, in Beijing, there were 124 hazy days in 2012 and there were 29 hazy days only in January 2013. Therefore, dehazing from images, as a necessary and preliminary step of many tasks [2‐8], is an important problem in the field of cognitive computation of computer vision. …

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Title: Learning Tone Mapping Function for Dehazing
Authors: Xuhang Lian
Yanwei Pang
Yuqing He
Xuelong Li
Aiping Yang
Publication date: 23-11-2016
Publisher: Springer US
Published in: Cognitive Computation / Issue 1/2017
Print ISSN: 1866-9956
Electronic ISSN: 1866-9964
DOI: https://doi.org/10.1007/s12559-016-9437-1

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