Variety Identification of Single Rice Seed Using Hyperspectral Imaging Combined with Convolutional Neural Network

Zhengjun Qiu, Jian Chen, Yiying Zhao, +3

Applied Sciences

Convolutional Neural NetworkPrecision AgricultureEngineeringBotanyMultispectral Imaging +14

Hyperspectral Imaging for Presymptomatic Detection of Tobacco Disease with Successive Projections Algorithm and Machine-learning Classifiers

Hongyan Zhu, Bingquan Chu, Chu Zhang, +3

Scientific Reports

EngineeringMultispectral ImagingDiagnosisMachine-learning ClassifiersDisease Detection +18

Developing deep learning based regression approaches for determination of chemical compositions in dry black goji berries (Lycium ruthenicum Murr.) using near-infrared hyperspectral imaging

Chu Zhang, Wenyan Wu, Lei Zhou, +3

Food Chemistry

Food ChemistryRegression ApproachesImage AnalysisEngineeringData Science +9

Rice Seed Cultivar Identification Using Near-Infrared Hyperspectral Imaging and Multivariate Data Analysis

Wenwen Kong, Chu Zhang, Fei Liu, +2

Sensors

Precision AgricultureEngineeringBotanyMultispectral ImagingForestry +18

Non-destructive determination of Malondialdehyde (MDA) distribution in oilseed rape leaves by laboratory scale NIR hyperspectral imaging

Wenwen Kong, Fei Liu, Chu Zhang, +2

Scientific Reports

Early Detection of Botrytis cinerea on Eggplant Leaves Based on Visible and Near-Infrared Spectroscopy

Di Wu, Lei Feng, Chu Zhang, +1

Transactions of the ASABE

Environmental MonitoringEngineeringEntomologyDiagnosisPlant Pathology +20

Highly sensitive photoacoustic acetylene detection based on differential photoacoustic cell with retro-reflection-cavity

Chu Zhang, Shunda Qiao, Yufei Ma

Photoacoustics

Identification of Rice Seed Varieties Based on Near-Infrared Hyperspectral Imaging Technology Combined with Deep Learning

Baichuan Jin, Chu Zhang, Liangquan Jia, +4

ACS Omega

Convolutional Neural NetworkPrecision AgricultureEngineeringMachine LearningMultispectral Imaging +18

Information fusion of emerging non-destructive analytical techniques for food quality authentication: A survey

Lei Zhou, Chu Zhang, Zhengjun Qiu, +1

TrAC Trends in Analytical Chemistry

Food Quality AuthenticationFood AuthenticityFood ForensicsEngineeringFood Authentication +8

Application of Near-Infrared Hyperspectral Imaging with Variable Selection Methods to Determine and Visualize Caffeine Content of Coffee Beans

Chu Zhang, Hao Jiang, Fei Liu, +1

Food and Bioprocess Technology

Near-infrared Hyperspectral ImagingCoffee BeansEngineeringImaging SpectroscopySpectroscopy +7