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Heather Grybas et al.
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Lei Ma et al.
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Taskin Kavzoglu et al.
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Noel Gorelick et al.
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Yanfei Zhong et al.
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Lei Ma et al.
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Dongping Ming et al.
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F. Canovas-Garcia et al.
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ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2015)
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L. Dragut et al.
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Thomas Blaschke et al.
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A multi-band approach to unsupervised scale parameter selection for multi-scale image segmentation
Jian Yang et al.
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Nika Mesner et al.
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Qian Zhang et al.
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Aleksi Rasanen et al.
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GRASS GIS: A multi-purpose open source GIS
Markus Neteler et al.
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Qiangqiang Yuan et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2012)
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Catherine Linard et al.
PLOS ONE (2012)
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
Dennis C. Duro et al.
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Sarah Heather Lowe et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2011)
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Yan Gao et al.
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Brian Johnson et al.
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Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms
J. R. Otukei et al.
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ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data
Lucian Dragut et al.
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2010)
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T. Blaschke
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Image segmentation evaluation: A survey of unsupervised methods
Hui Zhang et al.
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Non-stationarity and local approaches to modelling the distributions of wildlife
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G. M. Espindola et al.
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D Flanders et al.
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