Supervised and Weakly Supervised Deep Learning for Segmentation and Counting of Cotton Bolls Using Proximal Imagery

The total boll count from a plant is one of the most important phenotypic traits for cotton breeding and is also an important factor for growers to estimate the final yield. With the recent advances in deep learning, many supervised learning approaches have been implemented to perform phenotypic tra...

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Principais autores:	Shrinidhi Adke, Changying Li, Khaled M. Rasheed, Frederick W. Maier
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2022-05-01
coleção:	Sensors
Assuntos:	cotton phenotyping boll counting supervised learning mask R-CNN weakly supervised learning
Acesso em linha:	https://www.mdpi.com/1424-8220/22/10/3688
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