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...

Full description

Saved in:
Bibliographic Details
Main Authors: Hayashi, Toshitaka, Cimr, Dalibor, Fujita, Hamido, Cimler, Richard
Format: Article
Published: Elsevier Inc. 2023
Subjects:
Online Access:http://eprints.utm.my/105064/
http://dx.doi.org/10.1016/j.ins.2023.119539
Tags: Add Tag
No Tags, Be the first to tag this record!