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

Development of a Novel Hybrid Intelligence Approach for Landslide Spatial Prediction

(2019) Nguyen et al.   Applied Sciences-Basel

Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms

(2019) Pham et al.   Sustainability

Comparing fully convolutional networks, random forest, support vector machine, and patch-based deep convolutional neural networks for object-based wetland mapping using images from small unmanned aircraft system

(2018) Tao Liu et al.   GIScience & Remote Sensing

Spatial Prediction of Rainfall-Induced Landslides Using Aggregating One-Dependence Estimators Classifier

(2018) Binh Thai Pham et al.   Journal of the Indian Society of Remote Sensing

A Novel Hybrid Approach of Landslide Susceptibility Modeling Using Rotation Forest Ensemble and Different Base Classifiers

(2018) Binh Thai Pham et al.   Geocarto International

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification

(2017) Emmanuel Maggiori et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus lotus as Case Study

(2017) Emilio Guirado et al.   Remote Sensing

A survey on object detection in optical remote sensing images

(2016) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A review of the 2005 Kashmir earthquake-induced landslides; from a remote sensing prospective

(2016) Muhammad Shafique et al.   JOURNAL OF ASIAN EARTH SCIENCES

Rainfall-induced landslide susceptibility assessment at the Chongren area (China) using frequency ratio, certainty factor, and index of entropy

(2016) Haoyuan Hong et al.   Geocarto International

Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks

(2016) Martin Längkvist et al.   Remote Sensing

Object-Based Image Analysis and Digital Terrain Analysis for Locating Landslides in the Urmia Lake Basin, Iran

(2014) Thomas Blaschke et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Automatic Co-registration of Satellite Time Series via Least Squares Adjustment

(2014) Luigi Barazzetti et al.   European Journal of Remote Sensing

Investigating Spatial Patterns of Persistent Scatterer Interferometry Point Targets and Landslide Occurrences in the Arno River Basin

(2014) Ping Lu et al.   Remote Sensing

Active Learning in the Spatial Domain for Remote Sensing Image Classification

(2013) Andre Stumpf et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Application of an incomplete landslide inventory, logistic regression model and its validation for landslide susceptibility mapping related to the May 12, 2008 Wenchuan earthquake of China

(2013) Chong Xu et al.   NATURAL HAZARDS

The landslide story

(2013) Runqiu Huang et al.   Nature Geoscience

Supervised Method of Landslide Inventory Using Panchromatic SPOT5 Images and Application to the Earthquake-Triggered Landslides of Pisco (Peru, 2007, Mw8.0)

(2013) Pascal Lacroix et al.   Remote Sensing

Automated Extraction of Shallow Erosion Areas Based on Multi-Temporal Ortho-Imagery

(2013) Christoph Wiegand et al.   Remote Sensing

Combined landslide susceptibility mapping after Wenchuan earthquake at the Zhouqu segment in the Bailongjiang Basin, China

(2012) Shibiao Bai et al.   CATENA

A few useful things to know about machine learning

(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

Object-oriented identification of forested landslides with derivatives of single pulse LiDAR data

(2012) Miet Van Den Eeckhaut et al.   GEOMORPHOLOGY

Landslide hazard and risk assessment using semi-automatically created landslide inventories

(2012) Tapas R. Martha et al.   GEOMORPHOLOGY

Automatic landslide detection from remote-sensing imagery using a scene classification method based on BoVW and pLSA

(2012) Gong Cheng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Multi-scale object-based image analysis and feature selection of multi-sensor earth observation imagery using random forests

(2012) Dennis C. Duro et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Measurement of Surface Displacement and Deformation of Mass Movements Using Least Squares Matching of Repeat High Resolution Satellite and Aerial Images

(2012) Misganu Debella-Gilo et al.   Remote Sensing

A Semi-Automated Object-Based Approach for Landslide Detection Validated by Persistent Scatterer Interferometry Measures and Landslide Inventories

(2012) Daniel Hölbling et al.   Remote Sensing

Landslide identification and classification by object-based image analysis and fuzzy logic: An example from the Azdavay region (Kastamonu, Turkey)

(2011) Beliz Aksoy et al.   COMPUTERS & GEOSCIENCES

Seasonal landslide mapping and estimation of landslide mobilization rates using aerial and satellite images

(2011) F. Fiorucci et al.   GEOMORPHOLOGY

Image Processing and Classification Procedures for Analysis of Sub-decimeter Imagery Acquired with an Unmanned Aircraft over Arid Rangelands

(2011) Andrea S. Laliberte et al.   GIScience & Remote Sensing

Object-Oriented Change Detection for Landslide Rapid Mapping

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

Landslide monitoring with high-resolution SAR data in the Three Gorges region

(2011) MingSheng Liao et al.   Science China-Earth Sciences

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

Impact of flight regulations on effective use of unmanned aircraft systems for natural resources applications

(2010) Andrea S. Laliberte   Journal of Applied Remote Sensing

Geomorphic features extraction from high-resolution topography: landslide crowns and bank erosion

(2010) Paolo Tarolli et al.   NATURAL HAZARDS

GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the Three Gorges area, China

(2009) Shi-Biao Bai et al.   GEOMORPHOLOGY