Lightweight deep learning algorithm for real-time wheat flour quality detection via NIR spectroscopy DOI
Yang Yu,

Rumeng Sun,

Hongyan Li

et al.

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy, Journal Year: 2024, Volume and Issue: 330, P. 125653 - 125653

Published: Dec. 22, 2024

Language: Английский

A CNN-based self-supervised learning framework for small-sample near-infrared spectroscopy classification DOI
Rongyue Zhao,

Wenbin Li,

Jinchai Xu

et al.

Analytical Methods, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 1, 2025

A CNN-based self-supervised learning framework is proposed to enhance spectral analysis with small sample sizes by leveraging pseudo-labeled data for pre-training, achieving superior results compared traditional methods.

Language: Английский

Citations

3
Rapid identification of Gastrodia elata Blume hybrids using near-infrared spectroscopy combined with lightweight depthwise separable convolutional neural networks DOI
Tuo Guo, Qin Li, Caiyun Wang

et al.

Microchemical Journal, Journal Year: 2025, Volume and Issue: unknown, P. 113273 - 113273

Published: March 1, 2025

Language: Английский

Citations

0
Construction of an intelligent recognition system for the cooking doneness of deep-fried golden pompano (Trachinotus ovatus) based on deep learning DOI
Yanqiu Zhang, Mingxin Hou,

Lily Peng

et al.

Food Bioscience, Journal Year: 2025, Volume and Issue: unknown, P. 106644 - 106644

Published: April 1, 2025

Language: Английский

Citations

0
Lightweight deep learning algorithm for real-time wheat flour quality detection via NIR spectroscopy DOI
Yang Yu,

Rumeng Sun,

Hongyan Li

et al.

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy, Journal Year: 2024, Volume and Issue: 330, P. 125653 - 125653

Published: Dec. 22, 2024

Language: Английский

Citations

1