Comparing Machine Learning Classifiers for Object-Based Land Cover Classification Using Very High Resolution Imagery

Comparative Assessment of Supervised Classifiers for Land Use–Land Cover Classification in a Tropical Region Using Time-Series PALSAR Mosaic Data

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

Quantifying Spatial Heterogeneity in Urban Landscapes: Integrating Visual Interpretation and Object-Based Classification

(2014) Weiqi Zhou et al.   Remote Sensing

Performance Evaluation of Machine Learning Algorithms for Urban Pattern Recognition from Multi-spectral Satellite Images

(2014) Marc Wieland et al.   Remote Sensing

Classification method, spectral diversity, band combination and accuracy assessment evaluation for urban feature detection

(2012) A. Erener   International Journal of Applied Earth Observation and Geoinformation

Hybrid object-based approach for land use/land cover mapping using high spatial resolution imagery

(2011) Eva Savina Malinverni et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Comparison of artificial neural networks and support vector machine classifiers for land cover classification in Northern China using a SPOT-5 HRG image

(2011) Xianfeng Song et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object-based urban detailed land cover classification with high spatial resolution IKONOS imagery

(2011) Ruiliang Pu 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

Object-oriented method for urban vegetation mapping using IKONOS imagery

(2010) Xiuying Zhang et al.   INTERNATIONAL JOURNAL OF 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

Development of an object-based framework for classifying and inventorying human-dominated forest ecosystems

(2009) Weiqi Zhou et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A comparative analysis of kNN and decision tree methods for the Irish National Forest Inventory

(2009) Daniel O. McInerney et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Object based image analysis for remote sensing

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

An object‐oriented approach for analysing and characterizing urban landscape at the parcel level

(2008) W. Zhou et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING