document analytics
Photo to Text
VIN Tags: Text Segmentation Examples
original photo
text appears in both clear and shadowed areas
text extraction
text extraction invariant to intensity
original photo
text appears in variable background
text extraction
text extraction invariant to intensity
VIN reading using online OCR services
original photo
photo shows a vin number tag behind a car's windscreen
text segmentation
vin characters & numbers segmented
ocr on raw photo
The ocr result on the raw vin tag photo using ocr.com shown at the bottom reads:
UM28E17N200148047~
ocr on enhanced photo
The ocr result on the enhanced vin tag photo using ocr.com shown at the bottom reads:
JMZSE17N200148047~
Odometer reading segmentation
Barcode segmentation (video & image)
barcode detection
barcode detection and reading from real time video feeds
barcode/text reading
barcode and text segmentation and reading from mobile phone photos
Scanned Text Optimization
using hyper-connected attribute filters
Background suppression in document processing using hyper-connected attribute filters. All images are from the following article:
Georgios K. Ouzounis and Michael H. F. Wilkinson. "Hyperconnected Attribute Filters Based on k-Flat Zones", IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume: 33 , Issue: 2 , Pages: 224 - 239, Feb. 2011. DOI: 10.1109/TPAMI.2010.74