Semi-Supervised Multi-Temporal Deep Representation Fusion Network for Landslide Mapping from Aerial Orthophotos

Landslide identification using machine learning

(2020) Haojie Wang et al.   Geoscience Frontiers

Object-Oriented Key Point Vector Distance for Binary Land Cover Change Detection Using VHR Remote Sensing Images

(2020) Zhiyong Lv et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Transferred Deep Learning-Based Change Detection in Remote Sensing Images

(2019) Meijuan Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

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

Landslide mapping with remote sensing: challenges and opportunities

(2019) Cheng Zhong et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Land Cover Change Detection from High-Resolution Remote Sensing Imagery Using Multitemporal Deep Feature Collaborative Learning and a Semi-supervised Chan–Vese Model

(2019) Xiaokang Zhang et al.   Remote Sensing

Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas

(2019) Sepideh Tavakkoli Piralilou et al.   Remote Sensing

Uncertainty Assessment in Multitemporal Land Use/Cover Mapping with Classification System Semantic Heterogeneity

(2019) Xiaokang Zhang et al.   Remote Sensing

Geographic Object-Based Image Analysis for Automated Landslide Detection Using Open Source GIS Software

(2019) Raphael Knevels et al.   ISPRS International Journal of Geo-Information

A Semisupervised GAN-Based Multiple Change Detection Framework in Multi-Spectral Images

(2019) Fenlong Jiang et al.   IEEE Geoscience and Remote Sensing Letters

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

Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification

(2018) Hao Wu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A comparative analysis of pixel- and object-based detection of landslides from very high-resolution images

(2018) Ren N. Keyport et al.   International Journal of Applied Earth Observation and Geoinformation

Post-Processing Approach for Refining Raw Land Cover Change Detection of Very High-Resolution Remote Sensing Images

(2018) Zhiyong Lv et al.   Remote Sensing

Unsupervised Feature Extraction in Hyperspectral Images Based on Wasserstein Generative Adversarial Network

(2018) Mingyang Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Superpixel-Based Fast Fuzzy C-Means Clustering for Color Image Segmentation

(2018) Tao Lei et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Object-Based Convolutional Neural Network for High-Resolution Imagery Classification

(2017) Wenzhi Zhao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Superpixel-Based Difference Representation Learning for Change Detection in Multispectral Remote Sensing Images

(2017) Maoguo Gong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

MugNet: Deep learning for hyperspectral image classification using limited samples

(2017) Bin Pan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Level set evolution with local uncertainty constraints for unsupervised change detection

(2017) Xiaokang Zhang et al.   Remote Sensing Letters

Level set incorporated with an improved MRF model for unsupervised change detection for satellite images

(2017) Xiaokang Zhang et al.   European Journal of Remote Sensing

Semi-automated landslide inventory mapping from bitemporal aerial photographs using change detection and level set method

(2016) Zhongbin Li et al.   REMOTE SENSING OF ENVIRONMENT

Landslide mapping from aerial photographs using change detection-based Markov random field

(2016) Zhongbin Li et al.   REMOTE SENSING OF ENVIRONMENT

Remote sensing as tool for development of landslide databases: The case of the Messina Province (Italy) geodatabase

(2015) Andrea Ciampalini et al.   GEOMORPHOLOGY

Automated parameterisation for multi-scale image segmentation on multiple layers

(2014) L. Drăguţ et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Change detection from remotely sensed images: From pixel-based to object-based approaches

(2013) Masroor Hussain et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hierarchical extraction of landslides from multiresolution remotely sensed optical images

(2013) Camille Kurtz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Unsupervised classification based on fuzzyc-means with uncertainty analysis

(2013) Qunming Wang et al.   Remote Sensing Letters

Landslide inventory maps: New tools for an old problem

(2012) Fausto Guzzetti et al.   EARTH-SCIENCE REVIEWS

Object-Oriented Change Detection for Landslide Rapid Mapping

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

Using advanced InSAR time series techniques to monitor landslide movements in Badong of the Three Gorges region, China

(2011) Peng Liu et al.   International Journal of Applied Earth Observation and Geoinformation

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

Unsupervised Change Detection in Multispectral Remotely Sensed Imagery With Level Set Methods

(2010) Yakoub Bazi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Using multi-temporal remote sensor imagery to detect earthquake-triggered landslides

(2010) Xiaojun Yang et al.   International Journal of Applied Earth Observation and Geoinformation

ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data

(2010) Lucian Drǎguţ et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Quantitative assessment of landslide susceptibility using high‐resolution remote sensing data and a generalized additive model

(2007) N.‐W. Park et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING