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The use of land cover change likelihood for improving land cover classification
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017The likelihood of transitions between pairs of land cover and land use classes in a given time interval and environmental context can be used to impose classification restrictions on an image or to evaluate results. This study presents a methodology for using the likelihood of transitions between classes to improve land cover classification, given a ...
Mariane S. Reis +4 more
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Differences of image classification techniques for land use and land cover classification
2015 IEEE 11th International Colloquium on Signal Processing & Its Applications (CSPA), 2015Land use and land cover classification of remotely sensed data is an important research and commonly used in remote sensing application. In this study, the different types of classification techniques were used by using satellite image of some part of Selangor, Malaysia.
Nur Anis Mahmon +2 more
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Land Use/Land Cover Classification Systems
2009The final objective of a geomatics process concerning Earth observation is the production of thematic maps. How to obtain thematic results is described in Chapter 8. With the use of informatics instruments, the possibilities to produce thematic maps are extensive. The problem is the quality and the assessment of the reliability of these maps. Few rules
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Land Cover Classification Using Ensemble Techniques
2019This paper aims at a Land cover classification of compact polarimetric RISAT-1 data using pixel-based and patch-based input to an ensemble model. In the pixel-based approach, Support Vector Machine (SVM), Multi-Layer Perceptron (MLP) and Random Forest (RF) are ensembled to shape a single voting classifier using the soft voting and majority voting ...
Hemani I. Parikh +2 more
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Random forests for land cover classification
IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477), 2004In recent years, a number of works reported the use of combination of multiple classifiers to produce a single classification and demonstrated significant performance improvement. The resulting classifier, referred to as an ensemble classifier, is a set of classifiers whose individual decisions are combined by weighted or unweighted voting to classify ...
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Land Use/ Land Cover Classification of Google Earth Imagery
2017 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), 2017Google Earth is a source of high spatial resolution images. The freely available Google Earth (GE) images are utilized to generate Land use/Land cover thematic map of the highly heterogeneous landscape of typical urban scene. In this paper, we have presented Euclidean Distance and Average Pixel Intensity based K-NN classification to classify five ...
Sowmya, D.R. +5 more
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Land Cover and Land Use: Classification and Change Analysis
2004Despite its international designation as a hotspot of biodiversity and tropical deforestation (Achard et al. 1988), the micro-scale land-cover mapping of southern Yucatán peninsular region remains surprisingly incomplete, hindering various kinds of research, including that proposed in the SYPR project.
Rinku Roy Chowdhury, Laura C. Schneider
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Land Use Land Cover Classification using Machine Learning
2022 International Conference on Automation, Computing and Renewable Systems (ICACRS), 2022Harsh Waghela +4 more
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Classification of Urban Land Use and Land Cover
2023Shailesh Shankar Deshpande +1 more
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