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Xiangjun Zou

South China Agricultural University · CN
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Area of research
Plant Science · Computer Vision and Pattern Recognition
Research interest
Research focused on Artificial intelligence and Support vector machine, with related work in Computer vision, Random forest, Ripeness. Notable publications include 'Rachis detection and three-dimensional localization of cut off point for vision-based banana robot', 'Fusion of fruit image processing and deep learning: a study on identification of citrus ripeness based on R-LBP algorithm and YOLO-CIT model', and 'An Accurate Forest Fire Recognition Method Based on Improved BPNN and IoT'.
h-index
citations
184
works
13
NIH funding
primary concept
email

Recent publications

Pose estimation for long-staple cotton picking based on growth-relationship keypoint constraints and vision–language model reasoning
Industrial Crops and Products 2026cited by 1position: lastdoi
Trajectory Tracking Control of a Six-Axis Robotic Manipulator Based on an Extended Kalman Filter-Based State Observer
Machines 2026cited by 0position: lastdoi
Vision-Based Perception and Execution Decision-Making for Fruit Picking Robots Using Generative AI Models
Machines 2026cited by 0position: middledoi
CTDA: an accurate and efficient cherry tomato detection algorithm in complex environments
Frontiers in Plant Science 2025cited by 6position: lastdoi
Prediction of Mild Moldy‐Core Disease in Apples Based on Fusion Features of Near‐Infrared Transmission Spectroscopy and Acoustic Vibration Signals
Journal of Food Science 2025cited by 2position: middledoi
A bionic vision method for extracting motion information of small-target in cotton field backgrounds
2025cited by 1position: lastdoi
A method for nighttime tomato fruit detection and occlusion judgment based on deep learning and image processing
2025cited by 0position: middledoi
Fusion of fruit image processing and deep learning: a study on identification of citrus ripeness based on R-LBP algorithm and YOLO-CIT model
Frontiers in Plant Science 2024cited by 19position: lastdoi
Efficient three-dimensional reconstruction and skeleton extraction for intelligent pruning of fruit trees
Computers and Electronics in Agriculture 2024cited by 15position: lastdoi
An Accurate Forest Fire Recognition Method Based on Improved BPNN and IoT
Remote Sensing 2023cited by 18position: middledoi
Rachis detection and three-dimensional localization of cut off point for vision-based banana robot
Computers and Electronics in Agriculture 2022cited by 100position: lastdoi
Forest fire monitoring via uncrewed aerial vehicle image processing based on a modified machine learning algorithm
Frontiers in Plant Science 2022cited by 11position: middledoi
Grand Challenges of Machine-Vision Technology in Civil Structural Health Monitoring
Artificial Intelligence Evolution 2020cited by 11position: lastdoi

Grants

No grants ingested yet.

Frequent collaborators

Zhonglong Lin · Xinjiang University3 papers (2025–2025)Xiaojuan Li · Sun Yat-sen University2 papers (2025–2025)Zhi Liang · Peking University Shenzhen Hospital2 papers (2025–2025)Caihong Zhang · Liaoning University2 papers (2025–2025)Fengyun Wu · South China Agricultural University2 papers (2022–2026)Xiaojuan Li · Xinjiang University2 papers (2024–2025)Shaoxiong Zheng · South China Agricultural University2 papers (2022–2023)Peng Gao · Guangzhou University of Chinese Medicine2 papers (2022–2023)Weixing Wang · South China Agricultural University2 papers (2022–2023)Mingming Xiong · Xinjiang University1 papers (2024–2024)Hui Zhang · Fudan University1 papers (2025–2025)Xiaojuan Li · Fudan University1 papers (2025–2025)Bo Liu · The University of Texas at Austin1 papers (2024–2024) · 1 papers (2020–2020)Chenglin Wang · South China Agricultural University1 papers (2024–2024)Long Wen · Xinjiang University1 papers (2025–2025)Shihong Chen · Guangdong University of Technology1 papers (2023–2023)Zhonglong Lin · Xinjiang University1 papers (2026–2026) · 1 papers (2026–2026)Chunjiang Li · Kunming University of Science and Technology1 papers (2024–2024)
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