Identification of Phoebe and Machilus Nees wood combining digital imaging wood combining digital imaging with near-infrared spectroscopy for biomass utilization

To explore the feasibility of accurately identifying wood species by fusing near-infrared spectroscopy with digital image features, and to address challenges in fusion models such as class imbalance, hard-sample learning, and label noise, this study proposes a novel multimodal framework termed VWC-N...

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Detalles Bibliográficos

Principais autores:	Sha Luo, Guoxiong Zhou, Yongzhen Li, Siming Deng, Tao Liu, Yuanyuan Liao, Ying Wu, Yiqiang Wu
Formato:	Artigo
Idioma:	Inglês
Publicado:	Elsevier 2026-01-01
Series:	Industrial Crops and Products
Assuntos:	Wood identification Digital image Near-infrared spectroscopy Multimodal fusion
Acceso en liña:	http://www.sciencedirect.com/science/article/pii/S0926669025020217
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