Lei Ma

According to our database, Lei Ma authored at least 23 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Transformers for Remote Sensing: A Systematic Review and Analysis.

Ruikun Wang, Lei Ma, Guangjun He, Brian Alan Johnson, Ziyun Yan, Ming Chang, Ying Liang

Sensors, June, 2024

Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives.

Lei Ma, Ziyun Yan, Mengmeng Li, Tao Liu, Liqin Tan, Xuan Wang, Weiqiang He, Ruikun Wang, Guangjun He, Heng Lu, Thomas Blaschke

CoRR, 2024

2023

Visualization analysis of rainfall-induced landslides hazards based on remote sensing and geographic information system-an overview.

Zhengli Yang, Heng Lu, Zhijie Zhang, Chao Liu, Ruihua Nie, Wanchang Zhang, Gang Fan, Chen Chen, Lei Ma, Xiaoai Dai, Min Zhang, Donghui Zhang

Int. J. Digit. Earth, December, 2023

Slow Slip Events Associated with Seismic Activity in the Hikurangi Subduction Zone, New Zealand, from 2019 to 2022.

Li Yan, Yanling Sun, Meng Li, Ahmed el-Mowafy, Lei Ma

Remote. Sens., October, 2023

2022

A Comparative Analysis of Certainty Factor-Based Machine Learning Methods for Collapse and Landslide Susceptibility Mapping in Wenchuan County, China.

Xinyue Yuan, Chao Liu, Ruihua Nie, Zhengli Yang, Weile Li, Xiaoai Dai, Junying Cheng, Junmin Zhang, Lei Ma, Xiao Fu, Min Tang, Yina Xu, Heng Lu

Remote. Sens., 2022

Meta-Analysis and Visualization of the Literature on Early Identification of Flash Floods.

Zhengli Yang, Xinyue Yuan, Chao Liu, Ruihua Nie, Tiegang Liu, Xiaoai Dai, Lei Ma, Min Tang, Yina Xu, Heng Lu

Remote. Sens., 2022

Comparing Object-Based and Pixel-Based Methods for Local Climate Zones Mapping with Multi-Source Data.

Ziyun Yan, Lei Ma, Weiqiang He, Liang Zhou, Heng Lu, Gang Liu, Guoan Huang

Remote. Sens., 2022

LAI-Based Phenological Changes and Climate Sensitivity Analysis in the Three-River Headwaters Region.

Xiaoai Dai, Wenjie Fan, Yunfeng Shan, Yu Gao, Chao Liu, Ruihua Nie, Donghui Zhang, Weile Li, Lifu Zhang, Xuejian Sun, Tiegang Liu, Zhengli Yang, Xiao Fu, Lei Ma, Shuneng Liang, Youlin Wang, Heng Lu

Remote. Sens., 2022

Patch-Based Local Climate Zones Mapping and Population Distribution Pattern in Provincial Capital Cities of China.

Liang Zhou, Lei Ma, Brian Alan Johnson, Ziyun Yan, Feixue Li, Manchun Li

ISPRS Int. J. Geo Inf., 2022

Socio-Ecological Vulnerability in Aba Prefecture, Western Sichuan Plateau: Evaluation, Driving Forces and Scenario Simulation.

Xingping Yang, Xiaoai Dai, Wenyu Li, Heng Lu, Chao Liu, Naiwen Li, Zhengli Yang, Yuxin He, Weile Li, Xiao Fu, Lei Ma, Yunfeng Shan, Youlin Wang

ISPRS Int. J. Geo Inf., 2022

2021

A Survey of Remote Sensing and Geographic Information System Applications for Flash Floods.

Lisha Ding, Lei Ma, Longguo Li, Chao Liu, Naiwen Li, Zhengli Yang, Yuanzhi Yao, Heng Lu

Remote. Sens., 2021

Estimation of Urban Ecosystem Services Value: A Case Study of Chengdu, Southwestern China.

Xiaoai Dai, Brian Alan Johnson, Penglan Luo, Kai Yang, Linxin Dong, Qiang Wang, Chao Liu, Naiwen Li, Heng Lu, Lei Ma, Zhengli Yang, Yuanzhi Yao

Remote. Sens., 2021

2020

Landslides Information Extraction Using Object-Oriented Image Analysis Paradigm Based on Deep Learning and Transfer Learning.

Heng Lu, Lei Ma, Xiao Fu, Chao Liu, Zhi Wang, Min Tang, Naiwen Li

Remote. Sens., 2020

Bidirectional Segmented Detection of Land Use Change Based on Object-Level Multivariate Time Series.

Yuzhu Hao, Zhenjie Chen, Qiuhao Huang, Feixue Li, Beibei Wang, Lei Ma

Remote. Sens., 2020

2019

A Hierarchical Airport Detection Method Using Spatial Analysis and Deep Learning.

Fanxuan Zeng, Liang Cheng, Ning Li, Nan Xia, Lei Ma, Xiao Zhou, Manchun Li

Remote. Sens., 2019

Making Landsat Time Series Consistent: Evaluating and Improving Landsat Analysis Ready Data.

Shi Qiu, Yukun Lin, Rong Shang, Junxue Zhang, Lei Ma, Zhe Zhu

Remote. Sens., 2019

2018

Change Detection in Coral Reef Environment Using High-Resolution Images: Comparison of Object-Based and Pixel-Based Paradigms.

Zhenjin Zhou, Lei Ma, Tengyu Fu, Ge Zhang, Mengru Yao, Manchun Li

ISPRS Int. J. Geo Inf., 2018

2017

A Novel Wrapper Approach for Feature Selection in Object-Based Image Classification Using Polygon-Based Cross-Validation.

Lei Ma, Manchun Li, Yu Gao, Tan Chen, Xiaoxue Ma, Lean Qu

IEEE Geosci. Remote. Sens. Lett., 2017

Evaluation of Feature Selection Methods for Object-Based Land Cover Mapping of Unmanned Aerial Vehicle Imagery Using Random Forest and Support Vector Machine Classifiers.

Lei Ma, Tengyu Fu, Thomas Blaschke, Manchun Li, Dirk Tiede, Zhenjin Zhou, Xiaoxue Ma, Deliang Chen

ISPRS Int. J. Geo Inf., 2017

2016

Object-Based Change Detection in Urban Areas: The Effects of Segmentation Strategy, Scale, and Feature Space on Unsupervised Methods.

Lei Ma, Manchun Li, Thomas Blaschke, Xiaoxue Ma, Dirk Tiede, Liang Cheng, Zhenjie Chen, Dong Chen

Remote. Sens., 2016

A systematic comparison of different object-based classification techniques using high spatial resolution imagery in agricultural environments.

Manchun Li, Lei Ma, Thomas Blaschke, Liang Cheng, Dirk Tiede

Int. J. Appl. Earth Obs. Geoinformation, 2016

2015

Integration of Hyperspectral Imagery and Sparse Sonar Data for Shallow Water Bathymetry Mapping.

Liang Cheng, Lei Ma, Wenting Cai, Lihua Tong, Manchun Li, Peijun Du

IEEE Trans. Geosci. Remote. Sens., 2015

2013

Using unmanned aerial vehicle for remote sensing application.

Lei Ma, Manchun Li, Lihua Tong, Yafei Wang, Liang Cheng

Proceedings of the 21st International Conference on Geoinformatics, 2013