Document Image Binarization Using Retinex and Global Thresholding Academic Article uri icon

abstract

  • Document images are usually degraded in the course of photocopying, faxing, printing, or scanning. Degradation problems seems negligible to human eyes but can be responsible for an abrupt decline in accuracy by the current generation of optical character recognition (OCR) systems. In this paper we present binarization method based on retinex theory followed by a global threshold. High quality results in terms of visual criteria and OCR performance is produced compared to the previous works.

publication date

  • 2015

number of pages

  • 12

start page

  • 61

end page

  • 73

volume

  • 14

issue

  • 1