An automatic region detection and processing approach in genetic programming for binary image classification

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An automatic region detection and processing approach in genetic programming for binary image classification

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Description

© 2017 IEEE. In image classification, region detection is an effective approach to reducing the dimensionality of the image data but requires human intervention. Genetic Programming (GP) as an evolutionary computation technique can automatically identify important regions, and conduct feature extraction, feature construction and classification simultaneously. In this paper, an automatic region detection and processing approach in GP (GP-RDP) method is proposed for image classification. This a...

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Other

Date created

11 Feb, 2021

Creator

Ying Bi / Mengjie Zhang / Bing Xue

URL

https://figshare.com/articles/conference_contribution/An_automatic_region_detection_and_processin...

Related subjects

Image Classification / Region Detection / Region Processing / Genetic Programming / Feature Extraction / Feature Construction / Science & Technology / Technology / Computer Science, Artificial Intelligence / Engineering, Electrical & Electronic / Imaging Science & Photographic Technology / Computer Science / Engineering / TEXTURE / Uncategorized

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