Wheat leaf localization and segmentation for yellow rust disease detection in complex natural backgrounds

Wheat yellow rust disease poses a significant threat to global wheat yield and grain quality. Early detection of this disease will help to minimize the loss caused by its effects. Existing models work well on images taken in a controlled environment, whereas a uniform background is placed behind the...

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Hlavní autoři:	Amna Hassan, Rafia Mumtaz, Zahid Mahmood, Muhammad Fayyaz, Muhammad Kashif Naeem
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2024-11-01
Edice:	Alexandria Engineering Journal
Témata:	Wheat rust disease Object detection Agglomerative clustering segmentation Classification Machine learning
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S1110016824010329
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