楼雄伟｜浙江农林大学｜学者主页

2026

Enhancing Near-Infrared Estimation of Total Nitrogen in Manure Slurry by Integrating Contextual Farm Information with MultiScaleSE-GatedCNN

Hao Liang, Jinwu Li, Qiang Zhang, Ziyu Liu, Beihan Han, Xiongwei Lou, Nan Wang, Yufei Lin

Agriculture

DOI

2026

Beyond Conventional Methods: Rapid and Precise Quantification of Polyphenols in Vigna umbellata via Hyperspectral Imaging Enhanced by Multi-Scale Residual CNN

Hao Liang, Xin Yang, Nan Wang, Xinyue Lu, Wenwu Zou, Aicun Zhou, Xiongwei Lou, Yufei Lin

Sensors

DOI

2026

Multi-Scenario Recognition and Detection Model in National Parks Based on Improved YOLOv8

Xiongwei Lou, Zixuan Qin, Hanbao Lou, Xinyu Zheng, Linhao Sun, Faneng Wang, Dasheng Wu, Sheng Chen, Guangyu Jiang

Forests

DOI

2026

Development of Low-Power Forest Fire Water Bucket Liquid Level and Fire Situation Monitoring Device

Xiongwei Lou, Shihong Chen, Linhao Sun, Xinyu Zheng, Siqi Huang, Chen Dong, Dashen Wu, Hao Liang, Guangyu Jiang

Forests

DOI

2026

Study on potential yield models and analysis of Chinese fir (Cunninghamia lanceolata) plantations under different site conditions and stand densities - a case study in Southwest Zhejiang

Chen Dong, Xin-Yu Zheng, Xiongwei Lou, Yu-Hui Weng, Xing-Yu Xue, Zhi-Qiang Min, Ruo-Yun Wu

Smart Forestry

DOI

2026

Plant 3D-2D-ResNet-SE: Monitoring the changes of leaf water content and chlorophyll in Betula luminifera seedlings during drought stress

Hao Liang, Shuai Ma, Xiange Hu, Nan Wang, Haoqi Liu, Yuhui Weng, Er-Pei Lin, Huahong Huang, Xiongwei Lou

Computers and Electronics in Agriculture

DOI

2025

高通量茶叶种苗数字图像获取系统设计

付志威，楼雄伟，高海力

《福建茶叶》

2025

手持式光皮桦种苗叶片生理参数光谱检测设备研制

马帅，梁浩，楼雄伟，黄华宏，汪法能

《电子技术应用》

DOI

2024

Phenotypic measurements of broadleaf tree seedlings based on improved UNet and Pix2PixHD

Xiongwei Lou, Zhiwei Fu, Erpei Lin, Haoqi Liu, Yong He, Huahong Huang, Fei Liu, Yuhui Weng, Hao Liang

Industrial Crops and Products

DOI

2024

A single-wavelength laser relaxation spectroscopy-based machine learning solution for apple mechanical damage detection

Junbo Jacob Lian, Jingyu Zhang, Quan Liu, Runhao Zhu, Jingyuan Ning, Siyi Xiong, Guohua Hui, Yuanyuan Gao, Xiongwei Lou

Multimedia Tools and Applications

DOI

2023

Deep Learning in Forest Tree Species Classification Using Sentinel-2 on Google Earth Engine: A Case Study of Qingyuan County

Tao He, Houkui Zhou, Caiyao Xu, Junguo Hu, Xingyu Xue, Liuchang Xu, Xiongwei Lou, Kai Zeng, Qun Wang

Sustainability，Vol. 15, No. 3

DOI

2023

基于轻量化卷积神经网络的多肉植物种类识别研究

孙公凌云，张靖渝，连俊博，宁景苑，刘伟立，刘权，王国振，陆诗怡，时鹏辉，楼雄伟

《传感技术学报》

2023

双角激光立木胸径测量仪的研制

孙渊敬，方陆明，余顺海，郑似青，袁方星，楼雄伟

《传感技术学报》

2023

Crown Width Extraction of Metasequoia glyptostroboides Using Improved YOLOv7 Based on UAV Images

Dong Chen, Chongyuan Cai, Sheng Chen, Hao Xu, Laibang Yang, Jingyong Ji, Siqi Huang, I‐Kuai Hung, Yuhui Weng, Xiongwei Lou

Drones

DOI

2023

AC-UNet: an improved UNet-based method for stem and leaf segmentation in Betula luminifera

Xiaomei Yi, Jiaoping Wang, Peng Wu, Guoying Wang, Lufeng Mo, Xiongwei Lou, Hao Liang, Huahong Huang, Erpei Lin, Brian Tapiwanashe Maponde, Chaihui Lv

Frontiers in Plant Science

DOI

2023

Testing a Method Based on an Improved UNet and Skeleton Thinning Algorithm to Obtain Branch Phenotypes of Tall and Valuable Trees Using Abies beshanzuensis as the Research Sample

Jiahui Shen, Lihong Zhang, Laibang Yang, Hao Xu, Sheng Chen, Jingyong Ji, Siqi Huang, Hao Liang, Dong Chen, Xiongwei Lou

Plants

DOI

2023

Visualized pattern recognition optimization for apple mechanical damage by laser relaxation spectroscopy

Junbo Jacob Lian, Ling Ma, Xincan Wu, Ting Zhu, Quan Liu, Yuqi Sun, Zhenghao Mei, Jingyuan Ning, Haifen Ye, Guohua Hui, Xiongwei Lou

International Journal of Food Properties

DOI

2023

Synergistic use of Sentinel-1, Sentinel-2, and Landsat 8 in predicting forest variables

Gengsheng Fang, Hao Xu, Sheng-I Yang, Xiongwei Lou, Luming Fang

Ecological Indicators

DOI

2023

Tree Recognition and Crown Width Extraction Based on Novel Faster-RCNN in a Dense Loblolly Pine Environment

Chongyuan Cai, Hao Xu, Sheng Chen, Laibang Yang, Yuhui Weng, Siqi Huang, Dong Chen, Xiongwei Lou

Forests

DOI

2023

Development of Measuring Device for Diameter at Breast Height of Trees

Shangyang Li, Luming Fang, Yuanjing Sun, Lei Xia, Xiongwei Lou

Forests

DOI

2022

An Optimized SIFT-OCT Algorithm for Stitching Aerial Images of a Loblolly Pine Plantation

Tao Wu, I‐Kuai Hung, Hao Xu, Laibang Yang, Yongzhong Wang, Luming Fang, Xiongwei Lou

Forests

DOI

2022

Site Quality Classification Models of Cunninghamia Lanceolata Plantations Using Rough Set and Random Forest West of Zhejiang Province, China

Dong Chen, Yuling Chen, Xiongwei Lou, Zhiqiang Min, Jieyong Bao

Forests

DOI

2021

基于改进的Faster R-CNN模型的树冠提取研究

黄彦晓，方陆明，黄思琪，高海力，杨来邦，楼雄伟

《林草资源研究》

DOI

2020

基于角度传感器的树木胸径测量装置研制

郑似青，方陆明，郑辛煜，袁方星，楼雄伟

《传感技术学报》

2020

Predicting stand attributes of loblolly pine in West Gulf Coastal Plain using gradient boosting and random forests

Xiongwei Lou, Yuhui Weng, L.M. Fang, H.L. Gao, Jason Grogan, I.K. Hung, Brian P. Oswald

Canadian Journal of Forest Research

DOI

2019

基于容栅传感器的立木胸径测量装置研制

孙林豪，方陆明，方益明，翁玉辉，楼雄伟

《传感技术学报》

2019

基于DNN的WSN智慧大棚可视化与控制系统研究

骆碧雯，楼雄伟

《计算机应用与软件》

2019

基于微纳传感器的有毒有害气体检测方法研究

郑豪男，陈珍珍，施佩影，周志鑫，王思阳，平昕怡，项斌，王雯欣，邵晨宁，惠国华，李剑，楼雄伟

《传感技术学报》

2019

基于分水岭算法的阔叶林郁闭度提取方法的研究

严羽，王永众，杨来邦，楼雄伟

《浙江林业科技》

2019

Estimation of DBH at Forest Stand Level Based on Multi-Parameters and Generalized Regression Neural Network

Runkai Zhou, Dasheng Wu, Ruyi Zhou, Luming Fang, Xinyu Zheng, Xiongwei Lou

Forests

DOI

2018

A Levenberg–Marquardt Backpropagation Neural Network for Predicting Forest Growing Stock Based on the Least-Squares Equation Fitting Parameters

Ruyi Zhou, Dasheng Wu, Luming Fang, Aijun Xu, Xiongwei Lou

Forests

DOI

2017

基于传感器阵列优化的东北山参品质检测方法研究

赵格格，俞瑜，郑乐，楼雄伟，李剑，惠国华

《传感技术学报》

2016

基于电子鼻的霉变黄豆和白芸豆检测方法

郑飞翔，李剑，楼雄伟，惠国华

《中国食品学报》

2016

Development of Testing Platform and Comparison Studies for Wood Nondestructive Testing

Jian Li, Yiming Fang, Jiyong Tan, Hailin Feng, Xiongwei Lou

Journal of Electrical and Computer Engineering

DOI

2014

基于改进遗传算法和SVM的森林火灾视频目标鉴别

楼雄伟，黄德才，方陆明，徐爱俊

《计算机科学》

2013

基于PDA的林权调查系统研建

吴鹏，楼雄伟，易晓梅

《西北林学院学报》

2012

林权监管平台地图服务方法研究与实现

楼雄伟，方陆明，张航

《浙江农林大学学报》

2011

Exploration on Cultivating Computer Applied Talents

Lou Xiongwei

2010

基于可见光视频的森林火灾识别算法

徐爱俊，方陆明，楼雄伟

《北京林业大学学报》

2010

Forest fire identification algorithm based on a visible light video.

Ai-Jun Xu, Lu-Ming Fang, Lou Xiongwei

2009

林业电子政务建设概况及建设构想

徐贵登，方陆明，应华香，楼雄伟

《浙江农林大学学报》

2009

林業電子政府の建設概況と建設構想【JST・京大機械翻訳】

Gui Xu, Lu-Ming Fang, Hua-Xiang Ying, Lou Xiongwei

2009

Overview and vision of forestry e-government construction.

Gui-Deng Xu, Lu-Ming Fang, Hua-Xiang Ying, Lou Xiongwei

2008

多源数据融合下的森林防火本底数据库建立

楼雄伟，方陆明，徐爱俊，叶祥根

《浙江农林大学学报》

2008

灰度直方图在木材表面缺陷检测中的应用

尹建新，楼雄伟，黄美丽

《浙江农林大学学报》

2008

Multi-Index Regional Forest Fire Ratings Appraisal Platform Design and Implementation

Li-Hua Tang, Xiongwei Lou, Haitao Lv, Xue-Li Ge

2006

县级林业资源管理信息系统技术标准研究与应用

方陆明，徐爱俊，楼雄伟，唐丽华

《浙江农林大学学报》

2006

A new approach of automatic extracting features information based on remote sensing image

Luming Fang, Hongli Ge, Lihua Tang, Xiongwei Lou

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

Multi-scale response patterns of texture features derived from high-resolution remote sensing imagery in relation to stand spatial structure in coniferous–broadleaf mixed forests

Feifan Yang, Chen Dong, Xin-Yu Zheng, Chao Liang, Hua Shen, Ruo-Yun Wu, Hao-Quan Chen, Xiongwei Lou

Biomass & Bioenergy

DOI

精选作品

期刊论文

Enhancing Near-Infrared Estimation of Total Nitrogen in Manure Slurry by Integrating Contextual Farm Information with MultiScaleSE-GatedCNN

Beyond Conventional Methods: Rapid and Precise Quantification of Polyphenols in Vigna umbellata via Hyperspectral Imaging Enhanced by Multi-Scale Residual CNN

Multi-Scenario Recognition and Detection Model in National Parks Based on Improved YOLOv8

Development of Low-Power Forest Fire Water Bucket Liquid Level and Fire Situation Monitoring Device

Study on potential yield models and analysis of Chinese fir (Cunninghamia lanceolata) plantations under different site conditions and stand densities - a case study in Southwest Zhejiang

Plant 3D-2D-ResNet-SE: Monitoring the changes of leaf water content and chlorophyll in Betula luminifera seedlings during drought stress

高通量茶叶种苗数字图像获取系统设计

手持式光皮桦种苗叶片生理参数光谱检测设备研制

Phenotypic measurements of broadleaf tree seedlings based on improved UNet and Pix2PixHD

A single-wavelength laser relaxation spectroscopy-based machine learning solution for apple mechanical damage detection

Deep Learning in Forest Tree Species Classification Using Sentinel-2 on Google Earth Engine: A Case Study of Qingyuan County

基于轻量化卷积神经网络的多肉植物种类识别研究

双角激光立木胸径测量仪的研制

Crown Width Extraction of Metasequoia glyptostroboides Using Improved YOLOv7 Based on UAV Images

AC-UNet: an improved UNet-based method for stem and leaf segmentation in Betula luminifera

Testing a Method Based on an Improved UNet and Skeleton Thinning Algorithm to Obtain Branch Phenotypes of Tall and Valuable Trees Using Abies beshanzuensis as the Research Sample

Visualized pattern recognition optimization for apple mechanical damage by laser relaxation spectroscopy

Synergistic use of Sentinel-1, Sentinel-2, and Landsat 8 in predicting forest variables

Tree Recognition and Crown Width Extraction Based on Novel Faster-RCNN in a Dense Loblolly Pine Environment

Development of Measuring Device for Diameter at Breast Height of Trees

An Optimized SIFT-OCT Algorithm for Stitching Aerial Images of a Loblolly Pine Plantation

Site Quality Classification Models of Cunninghamia Lanceolata Plantations Using Rough Set and Random Forest West of Zhejiang Province, China

基于改进的Faster R-CNN模型的树冠提取研究

基于角度传感器的树木胸径测量装置研制

Predicting stand attributes of loblolly pine in West Gulf Coastal Plain using gradient boosting and random forests

基于容栅传感器的立木胸径测量装置研制

基于DNN的WSN智慧大棚可视化与控制系统研究

基于微纳传感器的有毒有害气体检测方法研究

基于分水岭算法的阔叶林郁闭度提取方法的研究

Estimation of DBH at Forest Stand Level Based on Multi-Parameters and Generalized Regression Neural Network

A Levenberg–Marquardt Backpropagation Neural Network for Predicting Forest Growing Stock Based on the Least-Squares Equation Fitting Parameters

基于传感器阵列优化的东北山参品质检测方法研究

基于电子鼻的霉变黄豆和白芸豆检测方法

Development of Testing Platform and Comparison Studies for Wood Nondestructive Testing

基于改进遗传算法和SVM的森林火灾视频目标鉴别

基于PDA的林权调查系统研建

林权监管平台地图服务方法研究与实现

Exploration on Cultivating Computer Applied Talents

基于可见光视频的森林火灾识别算法

Forest fire identification algorithm based on a visible light video.

林业电子政务建设概况及建设构想

林業電子政府の建設概況と建設構想【JST・京大機械翻訳】

Overview and vision of forestry e-government construction.

多源数据融合下的森林防火本底数据库建立

灰度直方图在木材表面缺陷检测中的应用

Multi-Index Regional Forest Fire Ratings Appraisal Platform Design and Implementation

县级林业资源管理信息系统技术标准研究与应用

A new approach of automatic extracting features information based on remote sensing image

Multi-scale response patterns of texture features derived from high-resolution remote sensing imagery in relation to stand spatial structure in coniferous–broadleaf mixed forests

预印本

GLI-Fusion: A Low-Cost Strategy Integrating Geographical Location Identifiers with Residual Models to Enhance Soil Nitrogen Prediction using Near-Infrared Spectroscopy

A Multi-view Method for Maize Tassel Detection and Ear-Silk Segmentation Using a Ring-Shaped Unmanned Ground Vehicle Phenotyping Platform

研究方向