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Detection and Recognition of Traffic Signs in Image

By Pavel Spáčil

Abstract

This work focuses on classification and recognition of traffic signs in image. It describes briefly some used methods a deeply describes chosen system including extensions and method for creating models needed for classification. There's described implementation of library and demonstration program including important pieces of knowledge discovered during development. There're also results of some experiments and possible enhancements in conclusion

Topics: HOG; SVM; integral image; cascade classifier; gradient magnitude; LIBSVM; intenzita gradientu; Klasifikace a rozpoznávání; features extraction; extrakce příznaků; HSV; kaskádový klasifikátor; traffic signs; dopravní značky; Classification and recognition; integrální obraz
Publisher: Vysoké učení technické v Brně. Fakulta informačních technologií
Year: 2011
OAI identifier: oai:invenio.nusl.cz:237057
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