朱宁宁｜成都理工大学｜学者主页

2025

结合机载LiDAR和多源遥感影像的森林郁闭度估测

罗俊杰，任晓阳，刘润东，朱宁宁

《遥感技术与应用》

2025

Layered Denoising and Classification of Photon Point Cloud Data From ICESat-2 in Forest Area

Junfan Bao, Ningning Zhu, Zhen Dong, Sheng Nie, Wenxia Dai, Ruibo Chen, Ruixiong Kou, Bisheng Yang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Integrating Phenological Priors with Deep Spatio-Temporal Features for tree species mapping

Zhanyu Ma, Ningning Zhu, Zhen Dong, Ruibo Chen, Bi-Sheng Yang, Zhe Chen, Chen Long, Ruifei Ding

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

DOI

2024

Inversion of forest canopy closure based on multi-source remote sensing data

Junjie Luo, Xiaoyan Ren, Kaiyi Xie, Junfan Bao, Rundong Liu, Ruibo Chen, Ningning Zhu

Other Conferences

DOI

2023

Estimation of Forest Height Using Google Earth Engine Machine Learning Combined with Single-Baseline TerraSAR-X/TanDEM-X and LiDAR

Junfan Bao, Ningning Zhu, R. Chen, Bin Cui, Wenmei Li, Bi-Sheng Yang

Forests

DOI

2023

Real-time automated forest field inventory using a compact low-cost helmet-based laser scanning system

Jian-Ping Li, Bi-Sheng Yang, Yan-Di Yang, Xin Zhao, Youqi Liao, Ningning Zhu, W. Dai, Rundong Liu, R. Chen, Zhen Dong

International Journal of Applied Earth Observation and Geoinformation

DOI

2023

MDC-Net: a multi-directional constrained and prior assisted neural network for wood and leaf separation from terrestrial laser scanning

W. Dai, Yiheng Jiang, Wen Zeng, R. Chen, Yong-Yang Xu, Ningning Zhu, Wen Xiao, Zhen Dong, Qing-Feng Guan

International Journal of Digital Earth

DOI

2022

基于TLS和UAV LiDAR的林区单木胸径和树高的自动提取方法

刘润东，朱宁宁，吕华权，黄友菊，唐涛，张玉华

《桂林理工大学学报》

2022

Automatic Registration for Panoramic Images and Mobile LiDAR Data Based on Phase Hybrid Geometry Index Features

Genyi Wan, Yong Wang, Tao Wang, Ningning Zhu, Ruizhuo Zhang, Ruo-Fei Zhong

Remote Sensing

DOI

2022

A Two-Stage Approach for Individual Tree Segmentation From TLS Point Clouds

Lihong Chang, Hong-Chao Fan, Ningning Zhu, Zhen Dong

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2022

Multisource forest point cloud registration with semantic-guided keypoints and robust RANSAC mechanisms

W. Dai, Hongyang Kan, Ren-Chun Tan, Bi-Sheng Yang, Qing-Feng Guan, Ningning Zhu, W. Xiao, Zhen Dong

International Journal of Applied Earth Observation and Geoinformation

DOI

2022

High-Throughput Legume Seed Phenotyping Using a Handheld 3D Laser Scanner

Xia Huang, Shunyi Zheng, Ningning Zhu

Remote Sensing

DOI

2021

Automatic Registration of Mobile Mapping System Lidar Points and Panoramic-Image Sequences by Relative Orientation Model

Ningning Zhu, Bi-Sheng Yang, Zhen Dong, Chi Chen, Xia Huang, W. Xiao

Photogrammetric Engineering and Remote Sensing

DOI

2020

REGISTRATION OF MMS LiDAR POINTS AND PANORAMIC IMAGE SEQUENCE USING RELATIVE ORIENTATION MODEL

Ningning Zhu, Bi-Sheng Yang, Yonghong Jia

DOI

2019

车载LiDAR点云与全景图像序列的配准方法

朱宁宁

《武汉大学》

2019

Semiautomatically Register MMS LiDAR Points and Panoramic Image Sequence Using Road Lamp and Lane

Ningning Zhu, Yonghong Jia, Xia Huang

Photogrammetric Engineering and Remote Sensing

DOI

2018

Registration of Panoramic/Fish-Eye Image Sequence and LiDAR Points Using Skyline Features

Ningning Zhu, Yonghong Jia, Shunping Ji

Italian National Conference on Sensors

DOI

2016

TUNNEL POINT CLOUD FILTERING METHOD BASED ON ELLIPTIC CYLINDRICAL MODEL

Ningning Zhu, Y. Jiaa, Lun Luo

DOI

2015

基于共面条件的点云配准旋转角参数求解方法

朱宁宁

《测绘与空间地理信息》

2015

基于激光点云的隧道断面连续提取与形变分析方法

李珵，卢小平，朱宁宁，卢遥，武永斌，李国清

《测绘学报》

2015

Application of 3D laser scanning to the subway tunnel deformation monitoring

Ningning Zhu

2013

基于点云数据的地貌要素自适应提取方法

李珵，卢小平，杨尚波，庞星晨，朱宁宁，刘洋洋

《测绘通报》

朱宁宁

精选作品

期刊论文

结合机载LiDAR和多源遥感影像的森林郁闭度估测

Layered Denoising and Classification of Photon Point Cloud Data From ICESat-2 in Forest Area

Integrating Phenological Priors with Deep Spatio-Temporal Features for tree species mapping

Inversion of forest canopy closure based on multi-source remote sensing data

Estimation of Forest Height Using Google Earth Engine Machine Learning Combined with Single-Baseline TerraSAR-X/TanDEM-X and LiDAR

Real-time automated forest field inventory using a compact low-cost helmet-based laser scanning system

MDC-Net: a multi-directional constrained and prior assisted neural network for wood and leaf separation from terrestrial laser scanning

基于TLS和UAV LiDAR的林区单木胸径和树高的自动提取方法

Automatic Registration for Panoramic Images and Mobile LiDAR Data Based on Phase Hybrid Geometry Index Features

A Two-Stage Approach for Individual Tree Segmentation From TLS Point Clouds

Multisource forest point cloud registration with semantic-guided keypoints and robust RANSAC mechanisms

High-Throughput Legume Seed Phenotyping Using a Handheld 3D Laser Scanner

Automatic Registration of Mobile Mapping System Lidar Points and Panoramic-Image Sequences by Relative Orientation Model

REGISTRATION OF MMS LiDAR POINTS AND PANORAMIC IMAGE SEQUENCE USING RELATIVE ORIENTATION MODEL

车载LiDAR点云与全景图像序列的配准方法

Semiautomatically Register MMS LiDAR Points and Panoramic Image Sequence Using Road Lamp and Lane

Registration of Panoramic/Fish-Eye Image Sequence and LiDAR Points Using Skyline Features

TUNNEL POINT CLOUD FILTERING METHOD BASED ON ELLIPTIC CYLINDRICAL MODEL

基于共面条件的点云配准旋转角参数求解方法

基于激光点云的隧道断面连续提取与形变分析方法

Application of 3D laser scanning to the subway tunnel deformation monitoring

基于点云数据的地貌要素自适应提取方法

研究方向