3-D–2-D Hybrid Lightweight CNN Model: Enhancing Canopy Feature Retrieval in Hyperspectral Imaging for Accurate Plant Species Classification

Plant species recognition is essential for effective resource and environmental management, making it a key area of research in remote sensing. Deep learning (DL), particularly convolutional neural networks (CNNs), has been widely used to identify images of plant organs and canopies from various sen...

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Autors principals:	Chinsu Lin, Hung-Yi Chien, Keng-Hao Liu
Format:	Artigo
Idioma:	Inglês
Publicat:	IEEE 2025-01-01
Col·lecció:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Matèries:	Convolutional neural network (CNN) deep learning (DL) forest biodiversity forest inventory leaf feature recognition phenology detection
Accés en línia:	https://ieeexplore.ieee.org/document/11014586/
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