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

Lei Zhou , Chu Zhang , Mohamed Farag Taha , Xinhua Wei
Frontiers in Plant Science 11 575810 -575810

29
2020
Powdery food identification using NIR spectroscopy and extensible deep learning model

Lei Zhou , Xuefei Wang , Chu Zhang , Nan Zhao
Food and Bioprocess Technology 15 ( 10) 2354 -2362

3
2022
Recent Advances of Smart Systems and Internet of Things (IoT) for Aquaponics Automation: A Comprehensive Overview

Mohamed Farag Taha , Gamal ElMasry , Mostafa Gouda , Lei Zhou
Chemosensors 10 ( 8) 303

5
2022
Deep learning-based ranging error mitigation method for UWB localization system in greenhouse

Ziang Niu , Huizhen Yang , Lei Zhou , Mohamed Farag Taha
Computers and Electronics in Agriculture 205 107573

2023
Using deep convolutional neural network for image-based diagnosis of nutrient deficiencies in plants grown in aquaponics

Mohamed Farag Taha , Alwaseela Abdalla , Gamal ElMasry , Mostafa Gouda
Chemosensors 10 ( 2) 45 -45

31
2022
Using machine learning for nutrient content detection of aquaponics-grown plants based on spectral data

Mohamed Farag Taha , Ahmed Islam ElManawy , Khalid S Alshallash , Gamal ElMasry
Sustainability 14 ( 19) 12318 -12318

6
2022
High-throughput analysis of leaf chlorophyll content in aquaponically grown lettuce using hyperspectral reflectance and RGB images

Mohamed Farag Taha , Hanping Mao , Yafei Wang , Ahmed Islam ElManawy
Plants 13 ( 3) 392 -392

3
2024
Development of an automatic pest monitoring system using a deep learning model of DPeNet

Nan Zhao , Lei Zhou , Ting Huang , Mohamed Farag Taha
Measurement 203 111970 -111970

20
2022
Determination of Leaf Water Content by a Portable NIRS System based on Deep Learning and Information Fusion Analysis

Lei Zhou , Chu Zhang , Mohamed Farag Taha , Zhengjun Qiu
Transactions of the ASABE 0 -0

20
2020
Phenotypic analysis of diseased plant leaves using supervised and weakly supervised deep learning

Lei Zhou , Qinlin Xiao , Mohamed Farag Taha , Chengjia Xu
Plant Phenomics 5 0022 -0022

14
2023
Novel segmentation method and measurement system for various grains with complex touching

Ning Liang , Sashuang Sun , Jiajia Yu , Mohamed Farag Taha
Computers and electronics in agriculture 202 107351 -107351

6
2022
High-throughput instance segmentation and shape restoration of overlapping vegetable seeds based on sim2real method

Ning Liang , Sashuang Sun , Lei Zhou , Nan Zhao
Measurement 207 112414 -112414

5
2023
Detection Method of Fungal Spores Based on Fingerprint Characteristics of Diffraction–Polarization Images

Yafei Wang , Xiaodong Zhang , Mohamed Farag Taha , Tianhua Chen
Journal of Fungi 9 ( 12) 1131 -1131

2
2023
Fast neural distance field-based three-dimensional reconstruction method for geometrical parameter extraction of walnut shell from multiview images

Ting Huang , Yongliang Bian , Ziang Niu , Mohamed Farag Taha
Computers and Electronics in Agriculture 224 109189 -109189

2024
Cucumber Downy Mildew Disease Prediction Using a CNN-LSTM Approach

Yafei Wang , Tiezhu Li , Tianhua Chen , Xiaodong Zhang
Agriculture 14 ( 7) 1155 -1155

2024
Erratum to “Phenotypic Analysis of Diseased Plant Leaves Using Supervised and Weakly Supervised Deep Learning”

Lei Zhou , Qinlin Xiao , Mohamed Farag Taha , Chengjia Xu
Plant Phenomics 5 0033 -0033

2023
Smart Systems and IoT for Aquaponics Automation

Mohamed Farag Taha
Scholarly Community Encyclopedia

2022
A STUDY ON SOME ENGINEERING PARAMETERS OF CUTTING AND CHOPPING MACHINE FOR AGRICULTURAL WASTES

MA Mady , MA Abdel-Hadi , YE Abd-Allah , MF Ali
Misr Journal of Agricultural Engineering 32 ( 4) 1775 -1800

2015