AIP conference proceedings · 2010 · 19 citations · 6 references
ComputingAutomotive EngineeringComputer ScienceArtificial IntelligenceComputer VisionMachine LearningDeep LearningImage AnalysisImage ClassificationNumber RecognitionOptical Character RecognitionPattern RecognitionAutomated License Plate RecognitionAutomatic RecognitionDesign VariationsHandwritten Character RecognitionNeural Network-based RecognitionPlate Registration
We consider the task of recognition of Indian vehicle number plates (also called license plates or registration plates in other countries). A system for Indian number plate recognition must cope with wide variations in the appearance of the plates. Each state uses its own range of designs with font variations between the designs. Also, vehicle owners may place the plates inside glass covered frames or use plates made of nonstandard materials. These issues compound the complexity of automatic number plate recognition, making existing approaches inadequate. We have developed a system that incorporates a novel combination of image processing and artificial neural network technologies to successfully locate and read Indian vehicle number plates in digital images. Commercial application of the system is envisaged.
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A new algorithm for character segmentation of license plate
Yungang Zhang, Changshui Zhang · 2003 · 95 citations
A Novel Approach for License Plate Character Segmentation