Telecommunications and Radio Engineering · 2011 · 28 citations · 0 references
ComputingComputer ScienceComputer VisionImage InterpretationStructural AnalysisClassificationData CompressionImage AnalysisImage ClassificationImage CompressionPattern RecognitionCompressionCompression AlgorithmsHierarchical ClassificationHierarchical Image ClassificationImage Feature RepresentationImage RepresentationStructural Representation
Approaches to the gain in efficiency of the structural-hierarchical methods for image recognition using the principle of voting are considered. Results of elaboration of the modified methods, which through the structural description compression attain significantly lower calculation expenses as compared to the traditional approaches while ensuring a high probability of correct classification, are offered. Results of experiments in the images analysis and classification, based on the offered methods, are considered.