Food research international (Ottawa, Ont.)MalusFruitHyperspectral ImagingNeural NetworksComputer
Early detection of apple bruises using spectral-spatial enhanced 3D CNN and region-based hyperspectral analysis.
Chaoxian Liu, Xubo Wu, Weiqiang Yang, Shan Zeng, Jianxun Wang
Published: 202510.1016/j.foodres.2025.117630
Abstract
Hyperspectral imaging (HSI) has revolutionized the non-destructive detection of fruit defects by integrating spectral and spatial information. However, detecting early-stage minor bruises in apples remains challenging due to weak hyperspectral signal…
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