A Research on Landslides Automatic Extraction Model Based on the Improved Mask R-CNN

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

(2020) Heng Lu et al.   Remote Sensing

Research on Post-Earthquake Landslide Extraction Algorithm Based on Improved U-Net Model

(2020) Peng Liu et al.   Remote Sensing

Review of Satellite Interferometry for Landslide Detection in Italy

(2020) Lorenzo Solari et al.   Remote Sensing

A Postearthquake Multiple Scene Recognition Model Based on Classical SSD Method and Transfer Learning

(2020) Zhiqiang Xu et al.   ISPRS International Journal of Geo-Information

Distribution Pattern of Coseismic Landslides Triggered by the 2017 Jiuzhaigou Ms 7.0 Earthquake of China: Control of Seismic Landslide Susceptibility

(2020) Xiao-li Chen et al.   ISPRS International Journal of Geo-Information

Damage Signature Generation of Revetment Surface along Urban Rivers Using UAV-Based Mapping

(2020) Ting Chen et al.   ISPRS International Journal of Geo-Information

Landslide identification using machine learning

(2020) Haojie Wang et al.   Geoscience Frontiers

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks

(2019) Tao Lei et al.   IEEE Geoscience and Remote Sensing Letters

Landslide mapping from multi-sensor data through improved change detection-based Markov random field

(2019) Ping Lu et al.   REMOTE SENSING OF ENVIRONMENT

Faster training of Mask R-CNN by focusing on instance boundaries

(2019) Roland S. Zimmermann et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Landslide Inventory Mapping From Bitemporal High-Resolution Remote Sensing Images Using Change Detection and Multiscale Segmentation

(2018) Zhi Yong Lv et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Remote Sensing of Landslides—A Review

(2018) Chaoying Zhao et al.   Remote Sensing

Use of DEMs Derived from TLS and HRSI Data for Landslide Feature Recognition

(2018) Maurizio Barbarella et al.   ISPRS International Journal of Geo-Information

Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia

(2018) Dieu Tien Bui et al.   Remote Sensing

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

PCANet: A Simple Deep Learning Baseline for Image Classification?

(2015) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep learning

(2015) Yann LeCun et al.   NATURE

Tracing the evolution of 2010 Merapi volcanic deposits (Indonesia) based on object-oriented classification and analysis of multi-temporal, very high resolution images

(2015) Jean-Claude Thouret et al.   REMOTE SENSING OF ENVIRONMENT

Object-Oriented Change Detection for Landslide Rapid Mapping

(2011) Ping Lu et al.   IEEE Geoscience and Remote Sensing Letters

Semi-automatic recognition and mapping of rainfall induced shallow landslides using optical satellite images

(2011) A.C. Mondini et al.   REMOTE SENSING OF ENVIRONMENT

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf et al.   REMOTE SENSING OF ENVIRONMENT

Landslide hazards triggered by the 2008 Wenchuan earthquake, Sichuan, China

(2009) Yueping Yin et al.   Landslides