Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis

Classification of semiurban landscapes from very high-resolution satellite images using a regionalized multiscale segmentation approach

(2017) Taskin Kavzoglu et al.   Journal of Applied Remote Sensing

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization

(2015) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Letters

Properties of the quantity disagreement and the allocation disagreement

(2015) Matthijs J. Warrens   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object-based classification with rotation forest ensemble learning algorithm using very-high-resolution WorldView-2 image

(2015) Taskin Kavzoglu et al.   Remote Sensing Letters

Automated parameterisation for multi-scale image segmentation on multiple layers

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

Semi-Supervised Hyperspectral Image Classification Using Spatio-Spectral Laplacian Support Vector Machine

(2013) Lixia Yang et al.   IEEE Geoscience and Remote Sensing Letters

A comparison of selected classification algorithms for mapping bamboo patches in lower Gangetic plains using very high resolution WorldView 2 imagery

(2013) Aniruddha Ghosh et al.   International Journal of Applied Earth Observation and Geoinformation

High-resolution urban land-cover classification using a competitive multi-scale object-based approach

(2012) Brian A. Johnson   Remote Sensing Letters

Multi-scale GEOBIA with very high spatial resolution digital aerial imagery: scale, texture and image objects

(2011) Minho Kim et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

(2011) Soe W. Myint et al.   REMOTE SENSING OF ENVIRONMENT

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

Hyperspectral Data for Mangrove Species Mapping: A Comparison of Pixel-Based and Object-Based Approach

(2011) Muhammad Kamal et al.   Remote Sensing

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

Recent advances in techniques for hyperspectral image processing

(2009) Antonio Plaza et al.   REMOTE SENSING OF ENVIRONMENT

Increasing the accuracy of neural network classification using refined training data

(2008) Taskin Kavzoglu   ENVIRONMENTAL MODELLING & SOFTWARE