Publication | Closed Access
Symbol recognition via statistical integration of pixel-level constraint histograms: a new descriptor
88
Citations
16
References
2005
Year
EngineeringMachine LearningFeature DetectionBiometricsRobust FeatureFeature VectorStatistical IntegrationImage AnalysisNew DescriptorPattern RecognitionCharacter RecognitionMachine VisionOptical Character RecognitionComputer ScienceImage SimilaritySymbol RecognitionComputer VisionContent-based Image RetrievalPattern Recognition Application
A new descriptor for symbol recognition is proposed. 1) A histogram is constructed for every pixel to figure out the distribution of the constraints among the other pixels. 2) All the histograms are statistically integrated to form a feature vector with fixed dimension. The robustness and invariance were experimentally confirmed.
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