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Enhancing tomato leaf disease detection with contrast-limited adaptive histogram equalization and image blending for improved machine learning accuracy

This study examines the application of Contrast Limited Adaptive Histogram Equalization (CLAHE), an advanced version of Adaptive Histogram Equalization (AHE), and image blending as a preprocessing technique for tomato leaf images to improve the accuracy of machine learning models in agricultural ap...

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Principais autores: Khanh Nhan Nguyen, Huu Thanh Duong
Formato: Artigo
Idioma:Inglês
Publicado em: HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE 2025-06-01
coleção:Ho Chi Minh City Open University Journal of Science - Engineering and Technology
Assuntos:
AHE
computer vision
CLAHE
disease detection
KNN
random forest
Acesso em linha:https://journalofscience.ou.edu.vn/index.php/tech-en/article/view/3808
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