GAN-based image prediction of maize growth across varieties and developmental stages

Abstract Background Plant growth prediction assists physiologists and botanists in analyzing future development trends, thereby shortening experimental cycles and reducing costs. Traditional growth prediction methods mainly focused on phenotypic traits instead of images, which leads to limited visua...

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Autors principals:	Xinyi Wang, Shilong Liu, Zhihao Wang, Zedong Geng, Weikun Li, Chengxiu Wu, Yingjie Xiao, Wanneng Yang, Lingfeng Duan
Format:	Artigo
Idioma:	Inglês
Publicat:	BMC 2025-08-01
Col·lecció:	Plant Methods
Matèries:	Visualized growth prediction High resolution Pix2PixHD Maize Whole growth periods
Accés en línia:	https://doi.org/10.1186/s13007-025-01430-4
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