Ning Liang

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

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

Estimation of Botanical Composition in Mixed Clover–Grass Fields Using Machine Learning-Based Image Analysis

D. Parsons, Yong He, Zhenjiang Zhou, 2021, Frontiers in Plant Science.

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.

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.

Novel segmentation method and measurement system for various grains with complex touching

Z. Qiu, Yong He, Jiajia Yu, 2022, Comput. Electron. Agric..

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

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

Advances in infrared spectroscopy combined with artificial neural network for the authentication and traceability of food

Z. Qiu, Yong He, Sashuang Sun, 2020, Critical reviews in food science and nutrition.