Spectral reconstruction from RGB image to hyperspectral image: Take the detection of glutamic acid index in beef as an example

The use of spectral reconstruction (SR) to recovery RGB images to full-scene hyperspectral image (HSI) is an important measure to achieve real-time and low-cost HSI applications. Taking the detection of glutamic acid index for 360 beef samples as an example, the feasibility of using 11 state-of-the-...

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Veröffentlicht in:	Food chemistry 2025-01, Vol.463 (Pt 4), p.141543, Article 141543
Hauptverfasser:	Dong, Fujia, Xu, Ying, Shi, Yingkun, Feng, Yingjie, Ma, Zhaoyang, Li, Hui, Zhang, Zhongxiong, Wang, Guangxian, Chen, Yue, Xian, Jinhua, Wang, Shichang, Wang, Songlei, Yi, Weiguo
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Animals Cattle Glutamic Acid - analysis Glutamic Acid - chemistry Hyperspectral imaging Hyperspectral Imaging - methods Lightweight transformer Multivariate evaluation Quantitative analysis Red Meat - analysis RGB images Spectral reconstruction
Online-Zugang:	Volltext
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