Songbin Zhou

Convolutional neural network for hyperspectral data analysis and effective wavelengths selection

Yisen Liu, Songbin Zhou, Wei Han et al. · Analytica Chimica Acta · 2019 · 68 citations

Effective Wavelengths Selection, Convolutional Neural Network, Engineering +10

Joint optimization of autoencoder and Self-Supervised Classifier: Anomaly detection of strawberries using hyperspectral imaging

Yisen Liu, Songbin Zhou, Hongmin Wu et al. · Computers and Electronics in Agriculture · 2022 · 50 citations

Hyperspectral Imaging, Joint Optimization, Precision Agriculture +11

Detection of Adulteration in Infant Formula Based on Ensemble Convolutional Neural Network and Near-Infrared Spectroscopy

Yisen Liu, Songbin Zhou, Wei Han et al. · Foods · 2021 · 29 citations · Full text

Least-squares support vector machine and successive projection algorithm for quantitative analysis of cotton-polyester textile by near infrared spectroscopy

Yisen Liu, Songbin Zhou, Weixin Liu et al. · Journal of Near Infrared Spectroscopy · 2018 · 27 citations · Full text

Textile Engineering, Smart Textile, Engineering +11

Multi-class Classification of Support Vector Machines Based on Double Binary Tree

Guixiong Liu, Xiaoping Zhang, Songbin Zhou · 2008 · 16 citations

Engineering, Machine Learning, Support Vector Machine +19