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Weilong He

Works (8)

Updated: March 15th, 2025 15:10

2025 journal article

Improved two-stage deep learning algorithm and lightweight YOLOv5n for classifying cottonseed damage

COMPUTERS AND ELECTRONICS IN AGRICULTURE, 232.

By: W. He* , F. Wu*, L. Snyder, J. Cheng, E. Wilcox* & L. Xiang* 

Contributors: W. He* , F. Wu*, L. Snyder, J. Cheng, E. Wilcox* & L. Xiang* 

author keywords: Cottonseed; Damage detection; Swin Transformer; Two-stage classified method; YOLO
topics (OpenAlex): Smart Agriculture and AI; Spectroscopy and Chemometric Analyses; Industrial Vision Systems and Defect Detection
Sources: ORCID, Web Of Science, NC State University Libraries
Added: February 13, 2025

2024 conference paper

Development of A Bionic Hexapod Robot with Adaptive Gait and Clearance for Enhanced Agricultural Field Scouting

2024 ASABE Annual International Meeting.

By: Z. Zhang, W. He* , F. Wu, L. Quesada & L. Xiang

Contributors: Z. Zhang, W. He* , F. Wu, L. Quesada & L. Xiang

topics (OpenAlex): Robotic Locomotion and Control; Soil Mechanics and Vehicle Dynamics; Modular Robots and Swarm Intelligence
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
Source: ORCID
Added: February 13, 2025

2024 journal article

Development of a bionic hexapod robot with adaptive gait and clearance for enhanced agricultural field scouting

FRONTIERS IN ROBOTICS AND AI, 11.

By: Z. Zhang n, W. He n , F. Wu n, L. Quesada n  & L. Xiang n 

Contributors: Z. Zhang n, W. He n , F. Wu n, L. Quesada n  & L. Xiang n 

author keywords: precision agriculture; durability; energy efficiency; gait optimization; hexapod robot
topics (OpenAlex): Robotic Locomotion and Control; Modular Robots and Swarm Intelligence; Smart Agriculture and AI
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: October 14, 2024

2024 article

High-Throughput Robotic Phenotyping for Quantifying Tomato Disease Severity Enabled by Synthetic Data and Domain-Adaptive Semantic Segmentation

He, W., Li, X., Zhang, Z., Chen, Y., Zhang, J., Panthee, D. R., … Xiang, L. (2024, December 13). JOURNAL OF FIELD ROBOTICS, Vol. 12.

By: W. He n , X. Li n, Z. Zhang n, Y. Chen  n, J. Zhang n, D. Panthee n , I. Meadows n , L. Xiang n 

Contributors: W. He n , X. Li n, Z. Zhang n, Y. Chen  n, J. Zhang n, D. Panthee n , I. Meadows n , L. Xiang n 

author keywords: deep learning; disease detection; game engine; ground robots; high-throughput phenotyping; semantic segmentation; unsupervised domain adaptation
topics (OpenAlex): Smart Agriculture and AI; Plant Disease Management Techniques; Plant Virus Research Studies
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: December 23, 2024

2024 conference paper

High-Throughput Robotic Phenotyping for Quantifying Tomato Disease Severity Enabled by Synthetic Data and Domain-Adaptive Semantic Segmentation

2024 ASABE Annual International Meeting.

By: W. He* , X. Li, D. Panthee, Z. Zhang, Y. Chen & L. Xiang

Contributors: W. He* , X. Li, D. Panthee, Z. Zhang, Y. Chen & L. Xiang

topics (OpenAlex): Smart Agriculture and AI; Plant Disease Management Techniques; Plant Virus Research Studies
Source: ORCID
Added: February 13, 2025

2024 article

Swin-Roleaf: A New Method for Characterizing Leaf Azimuth Angle in Large-Scale Maize Plants

SSRN.

By: W. He* , J. Gage, R. Rellán-?lvarez & L. Xiang

Contributors: W. He* , J. Gage, R. Rellán-Álvarez & L. Xiang

topics (OpenAlex): Crop Yield and Soil Fertility; Leaf Properties and Growth Measurement; Genetics and Plant Breeding
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
Source: ORCID
Added: February 13, 2025

2024 journal article

Swin-Roleaf: A new method for characterizing leaf azimuth angle in large-scale maize plants

COMPUTERS AND ELECTRONICS IN AGRICULTURE, 224.

By: W. He* , J. Gage* , R. Rellan-Alvarez*  & L. Xiang* 

Contributors: W. He* , J. Gage* , R. Rellán-Álvarez*  & L. Xiang* 

author keywords: Circular Smooth Label; Maize azimuth angle; Oriented Bounding Boxes; Swin Transformer; YOLOv5
topics (OpenAlex): Leaf Properties and Growth Measurement; Crop Yield and Soil Fertility; Remote Sensing in Agriculture
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science; OpenAlex)
13. Climate Action (Web of Science)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: June 15, 2024

2023 conference paper

Characterization of Leaf Azimuth Angle in Maize Plants Using Improved YOLOv5

2023 ASABE Annual International Meeting.

By: W. He* , J. Gage & L. Xiang

Contributors: W. He* , J. Gage & L. Xiang

topics (OpenAlex): Smart Agriculture and AI; Remote Sensing in Agriculture; Leaf Properties and Growth Measurement
Source: ORCID
Added: February 13, 2025

Education

Updated: January 21st, 2024 18:00

2023 - 2028

North Carolina State University RALEIGH, North Carolina, US
Phd Student Biological and Agriculture Engineering

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