任锐｜山西农业大学｜学者主页

期刊论文

2026

知识图谱赋能机械制图与计算机绘图课程的教学改革与探索

孙海霞，张淑娟，赵聪慧，薛建新，赵华民，任锐

《农业技术与装备》

2026

ALSDet: a global context-enhanced network for detecting small-target diseases on apple leaves

Xulu Gong, Pengfei Xu, Rui Ren, Fuping Gong, Shujuan Zhang

Frontiers in Plant Science

DOI

2025

YOLO-FSL: Method of Maturity Detection for Plum in Natural Environment Based on Improved YOLOv8

Mingming Xin, Shujuan Zhang, Haixia Sun, Rui Ren

Journal of Agricultural Engineering (India)

DOI

2025

Detection of young fruit for “Yuluxiang” pears in natural environments using YOLO-CiHFC

Haixia Sun, Rui Ren, Shujuan Zhang, Sheng Lin Yang, Tianyu Cui, Meng Su

Signal Image and Video Processing

DOI

2025

DAEF-YOLO Model for Individual and Behavior Recognition of Sanhua Geese in Precision Farming Applications

Tianyuan Sun, Shujuan Zhang, Rui Ren, Jun Li, Yimin Xia

Animals

DOI

2025

Design and Optimization of Target Detection and 3D Localization Models for Intelligent Muskmelon Pollination Robots

Huamin Zhao, Shengpeng Xu, Weiqi Yan, Defang Xu, Yongzhuo Zhang, Linjun Jiang, Yabo Zheng, Erkang Zeng, Rui Ren

Horticulturae

DOI

2024

基于YOLOv5s-seg的非结构化枣园视觉导航路径提取

卢心缘，赵华民，任锐，苏萌，苏立阳，张淑娟

《南京农业大学学报》

2024

Maturity detection of ‘Huping’ jujube fruits in natural environment using YOLO-FHLD

Haixia Sun, Rui Ren, Shujuan Zhang, Congjue Tan, Jianping Jing

Smart Agricultural Technology

DOI

2024

Intelligent Detection of Muskmelon Ripeness in Greenhouse Environment Based on YOLO-RFEW

Defang Xu, Rui Ren, Huamin Zhao, Shujuan Zhang

Agronomy

DOI

2024

YOLO-RCS: A method for detecting phenological period of 'Yuluxiang' pear in unstructured environment

Rui Ren, Shujuan Zhang, Haixia Sun, Ning Wang, Sheng Lin Yang, Huamin Zhao, Mingming Xin

Computers and Electronics in Agriculture

DOI

2024

Detection of maturity of “Okubo” peach fruits based on inverted residual mobile block and asymptotic feature pyramid network

Jianping Jing, Shujuan Zhang, Haixia Sun, Rui Ren, Tianyu Cui

Journal of Food Measurement & Characterization

DOI

2024

YOLO-PEM: A Lightweight Detection Method for Young “Okubo” Peaches in Complex Orchard Environments

Jianping Jing, Shujuan Zhang, Haixia Sun, Rui Ren, Tianyu Cui

Agronomy

DOI

2024

FPG-YOLO: A detection method for pollenable stamen in 'Yuluxiang' pear under non-structural environments

Rui Ren, Haixia Sun, Shujuan Zhang, Huamin Zhao, Linjie Wang, Meng Su, Tianyuan Sun

Scientia Horticulturae

DOI

2023

Intelligent Detection of Lightweight “Yuluxiang” Pear in Non-Structural Environment Based on YOLO-GEW

Rui Ren, Haixia Sun, Shujuan Zhang, Ning Wang, Xinyuan Lu, Jianping Jing, Mingming Xin, Tianyu Cui

Agronomy

DOI

2023

An Automatic Jujube Fruit Detection and Ripeness Inspection Method in the Natural Environment

Defang Xu, Huamin Zhao, Olarewaju Mubashiru Lawal, Xinyuan Lu, Rui Ren, Shujuan Zhang

Agronomy

DOI

2022

Surface Defect Detection of “Yuluxiang” Pear Using Convolutional Neural Network with Class-Balance Loss

Haixia Sun, Shujuan Zhang, Rui Ren, Liyang Su

Agronomy

DOI

2022

Maturity Classification of “Hupingzao” Jujubes with an Imbalanced Dataset Based on Improved MobileNet V2

Haixia Sun, Shujuan Zhang, Rui Ren, Liyang Su

Agriculture

DOI

2022

Detection of Soluble Solids Content in Different Cultivated Fresh Jujubes Based on Variable Optimization and Model Update

Haixia Sun, Shujuan Zhang, Rui Ren, Jianxin Xue, Huamin Zhao

Foods

DOI

2022

Mass detection of walnut based on X‐ray imaging technology

Tingyao Gao, Shujuan Zhang, Haixia Sun, Rui Ren

Journal of Food Process Engineering

DOI

2021

Research on Pepper External Quality Detection Based on Transfer Learning Integrated with Convolutional Neural Network

Rui Ren, Shujuan Zhang, Haixia Sun, Tingyao Gao

Sensors

DOI

2020

北京市农业机械总动力及拥有量变化研究

廉孟茹，孙海霞，任锐，穆炳宇，池江涛，孙双双

《农业技术与装备》

预印本

2024

Young Fruits of "Okubo" Peach Recognition in Complex Environments Based on an Improved YOLOv8s

Jianping Jing, Shujuan Zhang, Haixia Sun, Tianyu Cui, Meng Su, Mingming Xin, Rui Ren

Research Square

DOI

2023

Jujube Fruit Instance Segmentation Based on Yolov8 Method

Huamin Zhao, Defang Xu, Olarewaju Mubashiru Lawal, Xinyuan Lu, Rui Ren, Xin Wang, Shujuan Zhang

SSRN Electronic Journal

DOI

任锐

精选作品

期刊论文

知识图谱赋能机械制图与计算机绘图课程的教学改革与探索

ALSDet: a global context-enhanced network for detecting small-target diseases on apple leaves

YOLO-FSL: Method of Maturity Detection for Plum in Natural Environment Based on Improved YOLOv8

Detection of young fruit for “Yuluxiang” pears in natural environments using YOLO-CiHFC

DAEF-YOLO Model for Individual and Behavior Recognition of Sanhua Geese in Precision Farming Applications

Design and Optimization of Target Detection and 3D Localization Models for Intelligent Muskmelon Pollination Robots

基于YOLOv5s-seg的非结构化枣园视觉导航路径提取

Maturity detection of ‘Huping’ jujube fruits in natural environment using YOLO-FHLD

Intelligent Detection of Muskmelon Ripeness in Greenhouse Environment Based on YOLO-RFEW

YOLO-RCS: A method for detecting phenological period of 'Yuluxiang' pear in unstructured environment

Detection of maturity of “Okubo” peach fruits based on inverted residual mobile block and asymptotic feature pyramid network

YOLO-PEM: A Lightweight Detection Method for Young “Okubo” Peaches in Complex Orchard Environments

FPG-YOLO: A detection method for pollenable stamen in 'Yuluxiang' pear under non-structural environments

Intelligent Detection of Lightweight “Yuluxiang” Pear in Non-Structural Environment Based on YOLO-GEW

An Automatic Jujube Fruit Detection and Ripeness Inspection Method in the Natural Environment

Surface Defect Detection of “Yuluxiang” Pear Using Convolutional Neural Network with Class-Balance Loss

Maturity Classification of “Hupingzao” Jujubes with an Imbalanced Dataset Based on Improved MobileNet V2

Detection of Soluble Solids Content in Different Cultivated Fresh Jujubes Based on Variable Optimization and Model Update

Mass detection of walnut based on X‐ray imaging technology

Research on Pepper External Quality Detection Based on Transfer Learning Integrated with Convolutional Neural Network

北京市农业机械总动力及拥有量变化研究

预印本

Young Fruits of "Okubo" Peach Recognition in Complex Environments Based on an Improved YOLOv8s

Jujube Fruit Instance Segmentation Based on Yolov8 Method

研究方向