An efficient multiscale integrated attention method combined with hyperspectral system to identify the quality of rice with different storage periods and humidity

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Siyuan Kang, Qinglun Zhang, Hongru Wei, Yan Shi

Published: 01 Jan 2023, Last Modified: 05 Nov 2025Comput. Electron. Agric. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•The rice spectral information is obtained based on hyperspectral imaging technique.•A multiscale feature extraction part to enhance spectral feature representation.•Attentional mechanisms are utilized to emphasize important multiscale features.•An MSIA block combined with classical CNN to improve rice discrimination.