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ViaNet: Interpretable and Lightweight Deep Hyperspectral Classification of Pepper Seed Viability

Seed viability fundamentally determines crop establishment, stress resilience, and yield stability in pepper (<i>Capsicum annuum</i> L.), yet conventional assessment remains destructive, labor-intensive, and poorly scalable, while existing spectral learning approaches largely lack physiological inte...

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Principais autores: Lei Zhu, Yeminzi Zhou, Yueming Zhu, Ling Zou, Bin Li, Siqiao Tan, Feng Liu, Fuchen Chen
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-02-01
Serier:Agriculture
Fag:
pepper seed
viability classification
hyperspectral imaging
deep learning
model interpretability
Online adgang:https://www.mdpi.com/2077-0472/16/4/486
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