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[object Object],[object Object],[object Object],Introduction
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Lit. Review
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Methodology
[object Object],[object Object],[object Object],Methodology
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],1. Localization
[object Object],[object Object],[object Object],1. Localization
[object Object],[object Object],[object Object],[object Object],1. Localization Positive Negative (for white-on-black) ?
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],1. Localization (31 regions) (2nd 0.87 times 1 st ) (7 regions) (2nd 0.50 times 1 st ) (1 region)
[object Object],[object Object],[object Object],[object Object],[object Object],1. Localization *Possible blur removal approach:  http://cs.nyu.edu/~fergus/research/deblur.html
[object Object],1. Localization
[object Object],1. Localization
[object Object],1. Localization
[object Object],[object Object],[object Object],1. Localization
[object Object],1. Localization
[object Object],[object Object],[object Object],1. Localization
1. Localization (35 candidate regions for this example)
[object Object],[object Object],[object Object],[object Object],1. Localization
[object Object],[object Object],[object Object],2. Binarization
[object Object],[object Object],3. Extraction
[object Object],[object Object],4. Transformation Too far Too short
[object Object],[object Object],4. Transformation min_d_max = 68.5 px min_d_max = 2.11 px
[object Object],4. Transformation
[object Object],[object Object],[object Object],[object Object],5. OCR produces “ SGZ 35BBG ”
[object Object],[object Object],6. Post-processing
[object Object],[object Object],[object Object],[object Object],6. Post-processing *Formula from:  http://gangasudhan.com/blog/2008/07/nric-fin-number-suffix-checker.html   B C D E G H J K L M P R S T U X Y Z A X 18 17 16 15 14 13 12 11 10 9 8 7 6 5 4 3 2 1 0 V
[object Object],[object Object],[object Object],[object Object],6. Post-processing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Implementation
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Conclusion
Questions?

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License Plate Recognition

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