朱红艳｜广西师范大学｜学者主页

期刊论文

2026

人工智能赋能的新工科高等教育多维度协作教学研究

曾海勇，黄守麟，朱红艳，陈燕平，李芳彦

《科技风》

2026

From canopy segmentation to accurate prediction: An UAV-based multi-feature fusion framework for plot-scale ratoon sugarcane seedling counting

Hongyan Zhu, Zhihao Dong, Li-Tao Wei, Shuai Qin, Xiaoyan Qin, Yong He

International Journal of Applied Earth Observation and Geoinformation

DOI

2025

新工科个性化人才培养模式下“嵌入式系统原理与应用”课程教学改革与实践

卢宝山，刘俊秀，苏珉，朱红艳，蒋春生

《科技风》

DOI

2025

以赛促教、以证代评：计算机网络技术专业岗课赛证融合育人路径

朱红艳

《家电维修》

2025

企业办学背景下的校企协同人才培养模式改革研究

朱红艳，蒋鑫

《职业教育》

2025

“新工科”背景下农业水利工程专业工程实践教学方式的探索

李山，周蓓蓓，费良军，聂卫波，朱红艳

《科技风》

DOI

2025

Early Yield Prediction of Oilseed Rape Using UAV-Based Hyperspectral Imaging Combined with Machine Learning Algorithms

Hongyan Zhu, Chengzhi Lin, Zhihao Dong, Jun‐Li Xu, Yong He

Agriculture

DOI

2025

YOLOV8-CMS: a high-accuracy deep learning model for automated citrus leaf disease classification and grading

Hongyan Zhu, Dani Wang, Yuzhen Wei, Pengcheng Wang, Min Su

Plant Methods

DOI

2025

Hyperspectral imaging and machine learning for quality assessment of apples with different bagging types

Hongyan Zhu, Shuai Qin, Shikai Liang, Min Su, Pengcheng Wang, Yong He

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy

DOI

2025

A BOX-YOLOv8 framework for automated hyperspectral core analysis

Hongyan Zhu, Anjie Li, Chengzhi Lin, Shuai Qin, Junhao Xie, Jackey J. K. Chai, Russell Rogers, Jun‐Li Xu

Geoderma

DOI

2024

Combining Transfer Learning and Ensemble Algorithms for Improved Citrus Leaf Disease Classification

Hongyan Zhu, Dani Wang, Yuzhen Wei, Xuran Zhang, Lin Li

Agriculture

DOI

2024

Using Multi-Sensor Data Fusion Techniques and Machine Learning Algorithms for Improving UAV-Based Yield Prediction of Oilseed Rape

Hongyan Zhu, Shikai Liang, Chengzhi Lin, Yong He, Jun‐Li Xu

Drones

DOI

2020

Deep Spectral-Spatial Features of Near Infrared Hyperspectral Images for Pixel-Wise Classification of Food Products

Hongyan Zhu, Aoife Gowen, Hailin Feng, Keping Yu, Jun‐Li Xu

Sensors

DOI

2020

Deep learning for classification of time series spectral images using combined multi-temporal and spectral features

Jun‐Li Xu, Siewert Hugelier, Hongyan Zhu, Aoife Gowen

Analytica Chimica Acta

DOI

2020

Authentication and Provenance of Walnut Combining Fourier Transform Mid-Infrared Spectroscopy with Machine Learning Algorithms

Hongyan Zhu, Jun‐Li Xu

Molecules

DOI

2017

含沙率对浑水膜孔灌单孔自由入渗特性的影响

刘利华，费良军，朱红艳，王锦辉

《灌溉排水学报》

2016

半湿润易旱区土壤水分时空变化特征研究

贾志峰，朱红艳，易秀

《中国农村水利水电》

预印本

2025

Deep Learning for Hyperspectral Image Core Segmentation: Feature Subspace Optimization and Adversarial Modeling

Hongyan Zhu, Litao Wei, Anjie Li, Zhihao Dong, Russell Rogers, Kara L. English, Koen Torremans, Aline Tavares Melo, Jun‐Li Xu

SSRN Electronic Journal

DOI

朱红艳

精选作品

期刊论文

人工智能赋能的新工科高等教育多维度协作教学研究

From canopy segmentation to accurate prediction: An UAV-based multi-feature fusion framework for plot-scale ratoon sugarcane seedling counting

新工科个性化人才培养模式下“嵌入式系统原理与应用”课程教学改革与实践

以赛促教、以证代评：计算机网络技术专业岗课赛证融合育人路径

企业办学背景下的校企协同人才培养模式改革研究

“新工科”背景下农业水利工程专业工程实践教学方式的探索

Early Yield Prediction of Oilseed Rape Using UAV-Based Hyperspectral Imaging Combined with Machine Learning Algorithms

YOLOV8-CMS: a high-accuracy deep learning model for automated citrus leaf disease classification and grading

Hyperspectral imaging and machine learning for quality assessment of apples with different bagging types

A BOX-YOLOv8 framework for automated hyperspectral core analysis

Combining Transfer Learning and Ensemble Algorithms for Improved Citrus Leaf Disease Classification

Using Multi-Sensor Data Fusion Techniques and Machine Learning Algorithms for Improving UAV-Based Yield Prediction of Oilseed Rape

Deep Spectral-Spatial Features of Near Infrared Hyperspectral Images for Pixel-Wise Classification of Food Products

Deep learning for classification of time series spectral images using combined multi-temporal and spectral features

Authentication and Provenance of Walnut Combining Fourier Transform Mid-Infrared Spectroscopy with Machine Learning Algorithms

含沙率对浑水膜孔灌单孔自由入渗特性的影响

半湿润易旱区土壤水分时空变化特征研究

预印本

Deep Learning for Hyperspectral Image Core Segmentation: Feature Subspace Optimization and Adversarial Modeling

研究方向