Seasonal Separation of African Savanna Components Using Worldview-2 Imagery: A Comparison of Pixel- and Object-Based Approaches and Selected Classification Algorithms

Decision fusion and non-parametric classifiers for land use mapping using multi-temporal RapidEye data

(2015) Fabian Löw et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Accurate mapping of forest types using dense seasonal Landsat time-series

(2014) Xiaolin Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The effect of atmospheric and topographic correction methods on land cover classification accuracy

(2013) Steven Vanonckelen et al.   International Journal of Applied Earth Observation and Geoinformation

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

Quantitative evaluation of variations in rule-based classifications of land cover in urban neighbourhoods using WorldView-2 imagery

(2013) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing geometric accuracy of the orthorectification process from GeoEye-1 and WorldView-2 panchromatic images

(2012) Manuel A. Aguilar et al.   International Journal of Applied Earth Observation and Geoinformation

Classification of savanna tree species, in the Greater Kruger National Park region, by integrating hyperspectral and LiDAR data in a Random Forest data mining environment

(2012) L. Naidoo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A comparative analysis of high spatial resolution IKONOS and WorldView-2 imagery for mapping urban tree species

(2012) Ruiliang Pu et al.   REMOTE SENSING OF ENVIRONMENT

Mapping tree species composition in South African savannas using an integrated airborne spectral and LiDAR system

(2012) Moses Azong Cho et al.   REMOTE SENSING OF ENVIRONMENT

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

(2012) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Estimating the fractional cover of growth forms and bare surface in savannas. A multi-resolution approach based on regression tree ensembles

(2012) Ursula Gessner et al.   REMOTE SENSING OF ENVIRONMENT

Multiple Classifier System for Remote Sensing Image Classification: A Review

(2012) Peijun Du et al.   SENSORS

Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data

(2012) Markus Immitzer et al.   Remote Sensing

Comparing object-based and pixel-based classifications for mapping savannas

(2011) Timothy G. Whiteside et al.   International Journal of Applied Earth Observation and Geoinformation

Comparison of pixel- and object-based classification in land cover change mapping

(2011) Laura Dingle Robertson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND 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

Object-oriented mapping of landslides using Random Forests

(2011) André Stumpf 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

Machine Learning Comparison between WorldView-2 and QuickBird-2-Simulated Imagery Regarding Object-Based Urban Land Cover Classification

(2011) Tessio Novack et al.   Remote Sensing

Feature Selection for Classification of Hyperspectral Data by SVM

(2010) Mahesh Pal et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Assessment of SPOT 5 and QuickBird remotely sensed imagery for mapping tree cover in savannas

(2010) G.S. Boggs   International Journal of Applied Earth Observation and Geoinformation

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Vegetation pattern divergence between dry and wet season in a semiarid savanna – Spatio-temporal dynamics of plant diversity in northwest Namibia

(2010) S.K. Hassler et al.   JOURNAL OF ARID ENVIRONMENTS

Application of Object Based Classification and High Resolution Satellite Imagery for Savanna Ecosystem Analysis

(2010) Cerian Gibbes et al.   Remote Sensing

Object- and pixel-based analysis for mapping crops and their agro-environmental associated measures using QuickBird imagery

(2009) Isabel Luisa Castillejo-González et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Broadleaf species recognition with in situ hyperspectral data

(2009) Ruiliang Pu   INTERNATIONAL JOURNAL OF REMOTE SENSING

An empirical study on the utility of BRDF model parameters and topographic parameters for mapping vegetation in a semi‐arid region with MISR imagery

(2009) Lihong Su et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Improving the Accuracy of Land Use and Land Cover Classification of Landsat Data Using Post-Classification Enhancement

(2009) Ramita Manandhar et al.   Remote Sensing

Object-based classification using Quickbird imagery for delineating forest vegetation polygons in a Mediterranean test site

(2007) Georgios Mallinis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Monitoring shrubland habitat changes through object-based change identification with airborne multispectral imagery

(2007) Douglas Stow et al.   REMOTE SENSING OF ENVIRONMENT