Volume 11, Number 15, September 2021

An Efficient Method for a Specific Case of Detecting Impulse Noise on Scanned Documents

  Authors

Petar Prvulović¹, Jelena Vasiljević¹ and Dhinaharan Nagamalai², ¹Union University, Serbia, ²Kalasalingam Academy of Research and Education, India

  Abstract

This paper explains a method used to detect the presence of impulse noise in a set of scanned documents as a part of OCR preprocessing. As the document set is supposed to be processed in large scale, the primary concern of the noise detection method was efficiency within existing project constraints. Following the nature of noise, the method seeks to detect the presence of noise in document margins. The method works in two stages. First stage is margin detection, based on color spectre analysis. Second stage is noise recognition in margin samples, based on a pixel contrast score. The resulting implementation proved efficient both in terms of detection accuracy and algorithmic complexity.

  Keywords

Impulse noise, Noise detection, Margin detection.