Machine Learning-Based Slum Mapping in Support of Slum Upgrading Programs: The Case of Bandung City, Indonesia

Recurrent Multiresolution Convolutional Networks for VHR Image Classification

(2018) John Ray Bergado et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Application of the trajectory error matrix for assessing the temporal transferability of OBIA for slum detection

(2018) Jati Pratomo et al.   European Journal of Remote Sensing

Evaluation of different machine learning models for predicting and mapping the susceptibility of gully erosion

(2017) Omid Rahmati et al.   GEOMORPHOLOGY

Deep Fully Convolutional Networks for the Detection of Informal Settlements in VHR Images

(2017) Claudio Persello et al.   IEEE Geoscience and Remote Sensing Letters

Informal settlement classification using point-cloud and image-based features from UAV data

(2017) C.M. Gevaert et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Detecting social groups from space – Assessment of remote sensing-based mapped morphological slums using income data

(2017) M. Wurm et al.   Remote Sensing Letters

Exploring the Potential of Machine Learning for Automatic Slum Identification from VHR Imagery

(2017) Juan Duque et al.   Remote Sensing

Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks

(2017) Nicholus Mboga et al.   Remote Sensing

Coupling Uncertainties with Accuracy Assessment in Object-Based Slum Detections, Case Study: Jakarta, Indonesia

(2017) et al.   Remote Sensing

Taking Optimal Advantage of Fine Spatial Resolution: Promoting partial image reconstruction for the morphological analysis of very-high-resolution images

(2017) Wenzhi Liao et al.   IEEE Geoscience and Remote Sensing Magazine

An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping

(2016) Brandon Heung et al.   GEODERMA

Extraction of Slum Areas From VHR Imagery Using GLCM Variance

(2016) Monika Kuffer et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Morphological Attribute Profiles With Partial Reconstruction

(2016) Wenzhi Liao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Kernel-Based Domain-Invariant Feature Selection in Hyperspectral Images for Transfer Learning

(2016) Claudio Persello et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Object-based classification of earthquake damage from high-resolution optical imagery using machine learning

(2016) James Bialas et al.   Journal of Applied Remote Sensing

Urban slum detection using texture and spatial metrics derived from satellite imagery

(2016) Divyani Kohli et al.   Journal of Spatial Science

Slums from Space—15 Years of Slum Mapping Using Remote Sensing

(2016) Monika Kuffer et al.   Remote Sensing

Image Enhancement and Feature Extraction Based on Low-Resolution Satellite Data

(2015) Vasileios Syrris et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Comparison of SVM and Boosted Regression Trees for the Delineation of Lacustrine Sediments using Multispectral ASTER Data and Topographic Indices in the Lake Manyara Basin

(2015) Felix Bachofer et al.   Photogrammetrie Fernerkundung Geoinformation

Experimental comparison of support vector machines with random forests for hyperspectral image land cover classification

(2014) B T Abe et al.   Journal of Earth System Science

Automated detection of slum area change in Hyderabad, India using multitemporal satellite imagery

(2013) Oleksandr Kit et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A kernel functions analysis for support vector machines for land cover classification

(2009) T. Kavzoglu et al.   International Journal of Applied Earth Observation and Geoinformation

A Robust Built-Up Area Presence Index by Anisotropic Rotation-Invariant Textural Measure

(2008) Martino Pesaresi et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing