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Barcode Recognition

UCI iCAMP 2013. Barcode Recognition. Yifei Lou, Ernie Esser , Jack Xin. Different types of barcodes?. EAN-13. UPC-A. QR code. UPC-A’s anatomy. ~ 1 trillion ( 10^12 ) different barcodes. UPC-A’s anatomy. It encodes information in the relative widths of the bars. Codebook.

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Barcode Recognition

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  1. UCI iCAMP 2013 Barcode Recognition Yifei Lou, Ernie Esser, Jack Xin

  2. Different types of barcodes? EAN-13 UPC-A QR code

  3. UPC-A’s anatomy ~ 1 trillion (10^12) differentbarcodes

  4. UPC-A’s anatomy It encodes information in the relative widths of the bars

  5. Codebook

  6. Barcode scanner/reader • Laser scanner • Imaging scanner

  7. Image acquisition • Pre-processing • Decoding 12589-34706

  8. Image deblurring Barcode Ideal signal Obtained signal

  9. Image formation model Obtained signal Ideal signal Electrical noise, source defects, etc

  10. An inverse problem: find u given y • Non-blind: the kernel G is known • Semi-blind: Gaussian kernel with unknown width • Blind: the kernel G is completely unknown

  11. Progress from last year • Show Matlab GUI

  12. New directions • Pre-processing, data alignment • Estimating the resolution to achieve dimension reduction • Dictionary based approach • Experimental study of the box constraint

  13. Weekly agenda • Week 1: introduction to barcode. • Week 2: Review on classical methods and last year’s progress. • Week 3: Form subgroups for the method that you want to work with. • Week 4: For each subgroup, coding and testing. • Week 5: Midterm presentation • Week 6-7: Matlab GUI/Compare all the methods/Collect real data with cell phone • Week 8: write up a paper and prepare presentation.

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