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

Accuracy Assessment Measures for Object-based Image Segmentation Goodness

(2013) Nicholas Clinton et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Multitask Remote Sensing Data Classification

(2012) Jose M. Leiva-Murillo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Toward a rapid probabilistic seismic vulnerability assessment using satellite and ground-based remote sensing

(2012) Massimiliano Pittore et al.   NATURAL HAZARDS

Monitoring land cover change in urban and peri-urban areas using dense time stacks of Landsat satellite data and a data mining approach

(2012) Annemarie Schneider   REMOTE SENSING OF ENVIRONMENT

Estimating building inventory for rapid seismic vulnerability assessment: Towards an integrated approach based on multi-source imaging

(2012) M. Wieland et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Exposure Estimation from Multi-Resolution Optical Satellite Imagery for Seismic Risk Assessment

(2012) Marc Wieland et al.   ISPRS International Journal of Geo-Information

Unsupervised image segmentation evaluation and refinement using a multi-scale approach

(2011) Brian Johnson et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends

(2011) Qihao Weng   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

Improving urban land use and land cover classification from high-spatial-resolution hyperspectral imagery using contextual information

(2010) He Yang   Journal of Applied Remote Sensing

Toward the Automatic Updating of Land-Cover Maps by a Domain-Adaptation SVM Classifier and a Circular Validation Strategy

(2009) L. Bruzzone et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Object based image analysis for remote sensing

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

Optimal feature selection for support vector machines

(2009) Minh Hoai Nguyen et al.   PATTERN RECOGNITION

Image segmentation evaluation: A survey of unsupervised methods

(2007) Hui Zhang et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Shape-based classification of spectrally identical objects

(2007) H.M.A. van der Werff et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING