UAV-Based Slope Failure Detection Using Deep-Learning Convolutional Neural Networks

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

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

A Comparative Study of Statistics-Based Landslide Susceptibility Models: A Case Study of the Region Affected by the Gorkha Earthquake in Nepal

(2019) Sansar Meena et al.   ISPRS International Journal of Geo-Information

Automated Mapping of Woody Debris over Harvested Forest Plantations Using UAVs, High-Resolution Imagery, and Machine Learning

(2019) Lloyd Windrim et al.   Remote Sensing

Designing deep CNN models based on sparse coding for aerial imagery: a deep-features reduction approach

(2019) Abdul Qayyum et al.   European Journal of Remote Sensing

Deep convolutional neural networks for rice grain yield estimation at the ripening stage using UAV-based remotely sensed images

(2019) Qi Yang et al.   FIELD CROPS RESEARCH

Smallholder Crop Area Mapped with a Semantic Segmentation Deep Learning Method

(2019) Zhenrong Du et al.   Remote Sensing

Fusion Analysis of Optical Satellite Images and Digital Elevation Model for Quantifying Volume in Debris Flow Disaster

(2019) Hiroyuki Miura   Remote Sensing

Augmented Reality Mapping of Rock Mass Discontinuities and Rockfall Susceptibility Based on Unmanned Aerial Vehicle Photogrammetry

(2019) Yichi Zhang et al.   Remote Sensing

Cascaded Recurrent Neural Networks for Hyperspectral Image Classification

(2019) Renlong Hang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Prediction of the landslide susceptibility: Which algorithm, which precision?

(2018) Hamid Reza Pourghasemi et al.   CATENA

Without quality presence-absence data, discrimination metrics such as TSS can be misleading measures of model performance

(2018) Boris Leroy et al.   JOURNAL OF BIOGEOGRAPHY

An object-based convolutional neural network (OCNN) for urban land use classification

(2018) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Improving Landslide Detection from Airborne Laser Scanning Data Using Optimized Dempster–Shafer

(2018) Mustafa Mezaal et al.   Remote Sensing

Very high resolution remote sensing image classification with SEEDS-CNN and scale effect analysis for superpixel CNN classification

(2018) Xianwei Lv et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A new GIS-based data mining technique using an adaptive neuro-fuzzy inference system (ANFIS) and k-fold cross-validation approach for land subsidence susceptibility mapping

(2018) Omid Ghorbanzadeh et al.   NATURAL HAZARDS

Factors controlling landslide frequency-area distributions

(2018) Hakan Tanyaş et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Weka Trainable Segmentation Plugin in ImageJ: A Semi-Automatic Tool Applied to Crystal Size Distributions of Microlites in Volcanic Rocks

(2018) Charline Lormand et al.   MICROSCOPY AND MICROANALYSIS

Rockfall Simulation Based on UAV Photogrammetry Data Obtained during an Emergency Declaration: Application at a Cultural Heritage Site

(2018) Roberto Sarro et al.   Remote Sensing

Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression

(2018) Wei Chen et al.   Applied Sciences-Basel

Multi-criteria risk evaluation by integrating an analytical network process approach into GIS-based sensitivity and uncertainty analyses

(2017) Omid Ghorbanzadeh et al.   Geomatics Natural Hazards & Risk

Landslide Mapping in Vegetated Areas Using Change Detection Based on Optical and Polarimetric SAR Data

(2016) Simon Plank et al.   Remote Sensing

Analysis of Landslide Evolution Affecting Olive Groves Using UAV and Photogrammetric Techniques

(2016) Tomás Fernández et al.   Remote Sensing

Automatic Case-Based Reasoning Approach for Landslide Detection: Integration of Object-Oriented Image Analysis and a Genetic Algorithm

(2015) Jie Dou et al.   Remote Sensing

A GIS-based extended fuzzy multi-criteria evaluation for landslide susceptibility mapping

(2014) Bakhtiar Feizizadeh et al.   COMPUTERS & GEOSCIENCES

Urgent landslide susceptibility assessment in the 2013 Lushan earthquake-impacted area, Sichuan Province, China

(2014) Zhi-hua Yang et al.   NATURAL HAZARDS

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

Building a reference multimedia database for interstitial lung diseases

(2011) Adrien Depeursinge et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT