Image entropy equalization: a novel preprocessing technique for image recognition tasks.

Image entropy is the metric used to represent a complexity of an image. This study considers the hypothesis that image entropy differences affect machine learning algorithms' performance. This paper proposes a novel preprocessing technique, image entropy equalization, to delete the image entrop...

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Main Authors: Hayashi, Toshitaka, Cimr, Dalibor, Fujita, Hamido, Cimler, Richard
格式: Article
出版: Elsevier Inc. 2023
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在线阅读:http://eprints.utm.my/105064/
http://dx.doi.org/10.1016/j.ins.2023.119539
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