Lei Zhou

发表

Detection of Sulfite Dioxide Residue on the Surface of Fresh-Cut Potato Slices Using Near-Infrared Hyperspectral Imaging System and Portable Near-Infrared Spectrometer

Yong He, Xiulin Bai, Qinlin Xiao, 2020, Molecules.

Detection of adulteration in food based on nondestructive analysis techniques: a review

Fei Liu, Yong He, Xiulin Bai, 2020, Critical reviews in food science and nutrition.

GainTKW: A Measurement System of Thousand Kernel Weight Based on the Android Platform

Lei Zhou, Z. Qiu, Yong He, 2018, Agronomy.

Spectral Preprocessing Combined with Deep Transfer Learning to Evaluate Chlorophyll Content in Cotton Leaves

Qinlin Xiao, Lei Zhou, Chu Zhang, 2022, Plant phenomics.

A novel hybrid deep network for diagnosing water status in wheat crop using IoT-based multimodal data

Lei Zhou, Z. Qiu, Yong He, 2022, Comput. Electron. Agric..

Recent progress of nondestructive techniques for fruits damage inspection: a review

Fei Liu, Yong He, Xiulin Bai, 2021, Critical reviews in food science and nutrition.

Using Machine Learning for Nutrient Content Detection of Aquaponics-Grown Plants Based on Spectral Data

Lei Zhou, G. ElMasry, Z. Qiu, 2022, Sustainability.

Visible and near-infrared spectroscopy and deep learning application for the qualitative and quantitative investigation of nitrogen status in cotton leaves

Qinlin Xiao, Lei Zhou, Chu Zhang, 2022, Frontiers in Plant Science.

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

Yong He, Chu Zhang, Lei Zhou, 2020 .

Integration of Visible and Thermal Imagery with an Artificial Neural Network Approach for Robust Forecasting of Canopy Water Content in Rice

Zhengjun Qiu, Lei Zhou, Osama Elsherbiny, 2021, Remote. Sens..

Fusion of Feature Selection Methods and Regression Algorithms for Predicting the Canopy Water Content of Rice Based on Hyperspectral Data

Zhengjun Qiu, Lei Zhou, Osama Elsherbiny, 2021, Agriculture.

Application of Deep Learning in Food: A Review.

Fei Liu, Zhengjun Qiu, Yong He, 2019, Comprehensive reviews in food science and food safety.

Near-Infrared Hyperspectral Imaging Combined with Deep Learning to Identify Cotton Seed Varieties

Yidan Bao, Susu Zhu, Yong He, 2019, Molecules.

Using Deep Convolutional Neural Network for Image-Based Diagnosis of Nutrient Deficiencies in Plants Grown in Aquaponics

Lei Zhou, G. ElMasry, Nan Zhao, 2022, Chemosensors.

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, Yong He, Lei Zhou, 2020, Food chemistry.

Development of a low-cost portable device for pixel-wise leaf SPAD estimation and blade-level SPAD distribution visualization using color sensing

Zhengjun Qiu, Yong He, Lei Zhou, 2021, Comput. Electron. Agric..

A portable NIR-system for mixture powdery food analysis using deep learning

Lei Zhou, Nan Zhao, Z. Qiu, 2022, LWT.

High-Throughput Instance Segmentation and Shape Restoration of Overlapping Vegetable Seeds Based on Sim2real Method

Lei Zhou, Nan Zhao, Z. Qiu, 2022, SSRN Electronic Journal.

Identification of Soybean Varieties Using Hyperspectral Imaging Coupled with Convolutional Neural Network

Chu Zhang, Yidan Bao, Susu Zhu, 2019, Sensors.

Simultaneous determination of five micro-components in Chrysanthemum morifolium (Hangbaiju) using near-infrared hyperspectral imaging coupled with deep learning with wavelength selection

Chu Zhang, Yong He, Juan He, 2021 .

Detection of Subtle Bruises on Winter Jujube Using Hyperspectral Imaging With Pixel-Wise Deep Learning Method

Chu Zhang, Yidan Bao, Susu Zhu, 2019, IEEE Access.

Wheat Kernel Variety Identification Based on a Large Near-Infrared Spectral Dataset and a Novel Deep Learning-Based Feature Selection Method

Chu Zhang, Zhengjun Qiu, Yong He, 2020, Frontiers in Plant Science.

Development of an automatic pest monitoring system using a deep learning model of DPeNet

Lei Zhou, Nan Zhao, Z. Qiu, 2022, Measurement.

Powdery Food Identification Using NIR Spectroscopy and Extensible Deep Learning Model

Lei Zhou, Nan Zhao, Z. Qiu, 2022, Food and Bioprocess Technology.

Phenotypic Analysis of Diseased Plant Leaves Using Supervised and Weakly Supervised Deep Learning

Qinlin Xiao, Lei Zhou, Chu Zhang, 2022, Plant phenomics.

Recent Advances of Smart Systems and Internet of Things (IoT) for Aquaponics Automation: A Comprehensive Overview

D. Rousseau, Lei Zhou, G. ElMasry, 2022, Chemosensors.

Noise reduction in the spectral domain of hyperspectral images using denoising autoencoder methods

Chu Zhang, Susu Zhu, Fei Liu, 2020 .

End-to-End Fusion of Hyperspectral and Chlorophyll Fluorescence Imaging to Identify Rice Stresses

Xiulin Bai, Qinlin Xiao, Lei Zhou, 2022, Plant phenomics.