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Automatic License Plate Recognition (ALPR) is a challenging area of researchdue to its importance to variety of commercial applications. The overallproblem may be subdivided into two key modules, firstly, localization oflicense plates from vehicle images, and secondly, optical character recognitionof extracted license plates. In the current work, we have concentrated on thefirst part of the problem, i.e., localization of license plate regions fromIndian commercial vehicles as a significant step towards development of acomplete ALPR system for Indian vehicles. The technique is based on color basedsegmentation of vehicle images and identification of potential license plateregions. True license plates are finally localized based on four spatial andhorizontal contrast features. The technique successfully localizes the actuallicense plates in 73.4% images.

An Offline Technique for Localization of License Plates for Indian Commercial Vehicles