期刊论文

Shan Zeng

英文

Food Control

0956-7135

2026

181

111740

10.1016/j.foodcont.2025.111740

CRediT authorship contribution statement Shiwei Chen: Writing – review & editing, Writing – original draft, Visualization, Methodology, Data curation, Conceptualization. Chaoxian Liu: Writing – review & editing, Writing – original draft, Methodology, acquisition, Conceptualization. Shan Zeng: Writing – review & editing, Validation, Supervision, Software, Project administration, Methodology, acquisition, Conceptualization. Chengyu Zhang: Validation, Supervision, Investigation, Conceptualization. Weiqiang Yang:

本校为第一且通讯机构

Hyperspectral imaging (HSI) has emerged as a powerful non-destructive sensing technology for detailed quality assessment of agricultural and food products. However, the high dimensionality, redundancy, and nonlinear inter-band dependencies inherent in HSI data present major challenges for model efficiency, robustness, and interpretability. Traditional band selection methods often rely on linear assumptions, neglect inter-band dependencies, fail to model hierarchical spectral features, and lack task-specific adaptability, thereby limiting their practical utility. To overcome these limitations, ...