Iraqi License Plate Recognition (ILPR)
XOR Auto-Associative Memory
Image Processing
Real-Time
Recognition
Intelligent Transportation Systems (ITS)
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This project presents an enhanced Iraqi vehicle plate identification system, incorporating digital processing
technologies and the XOR Auto-Associative Memory advanced associative memory algorithm, towards a fast and
efficient performance under diverse conditions of imagery. The system consists of three major stages: identification
of the panel area, or localization, using edge transformations and morphological operations; symbol segmentation, or
segmentation, based on horizontal and vertical projections for the exact extraction of numbers and letters; and finally,
recognition use of XOR operations and a binary distance criterion known as Hamming Distance.
The model was tested on 420 images of panels in different scenarios of lighting
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