Publication | Closed Access
<title>Image annotation using SVM</title>
259
Citations
16
References
2003
Year
Data AnnotationEngineeringMachine LearningImage RetrievalAutomatic Annotation ToolImage RegionsImage AnnotationImage ClassificationImage AnalysisData ScienceData MiningPattern RecognitionClassification SystemMachine VisionComputer ScienceComputer VisionLarge ImageAnnotationContent-based Image RetrievalAutomatic Annotation
The paper describes an innovative image annotation tool for classifying image regions in one of seven classes - sky, skin, vegetation, snow, water, ground, and buildings - or as unknown. This tool could be productively applied in the management of large image and video databases where a considerable volume of images/frames there must be automatically indexed. The annotation is performed by a classification system based on a multi-class Support Vector Machine. Experimental results on a test set of 200 images are reported and discussed.
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