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A hyperspectral co-design framework guided by occlusion sensitivity for early mould detection in bamboo | Synapse
March 3, 2026
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A hyperspectral co-design framework guided by occlusion sensitivity for early mould detection in bamboo
ZL
Ziruan Lin
Zhongkai University of Agriculture and Engineering
ZM
Zhiyu Ma
Zhongkai University of Agriculture and Engineering
XC
Xuan Chu
Zhongkai University of Agriculture and Engineering
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Key Points
Early mould detection is achieved using hyperspectral imaging technology and occlusion sensitivity analysis, leading to timely interventions.
The framework integrates machine learning techniques to analyze hyperspectral data, enhancing accuracy in mould identification.
Co-design principles guide the development of tailored detection methods appropriate for bamboo material properties.
This approach may enable more effective mould prevention, crucial for preserving bamboo structures.
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Lin et al. (Mon,) studied this question.
synapsesocial.com/papers/69a7658abadf0bb9e87d97ce
https://doi.org/https://doi.org/10.1016/j.saa.2026.127546