Picture of person typing on laptop with programming code visible on the laptop screen

World class computing and information science research at Strathclyde...

The Strathprints institutional repository is a digital archive of University of Strathclyde's Open Access research outputs. Strathprints provides access to thousands of Open Access research papers by University of Strathclyde researchers, including by researchers from the Department of Computer & Information Sciences involved in mathematically structured programming, similarity and metric search, computer security, software systems, combinatronics and digital health.

The Department also includes the iSchool Research Group, which performs leading research into socio-technical phenomena and topics such as information retrieval and information seeking behaviour.

Explore

Automatic detection of change in address blocks for reply forms processing

Karthick, Keerambur Ramaswami and Marshall, Stephen and Gray, Alison J. (2008) Automatic detection of change in address blocks for reply forms processing. In: Proceedings of IAENG International Conference on Imaging Engineering. International Association of Engineers, Hong Kong, pp. 650-654. ISBN 9789889867188

[img]
Preview
Text (strathprints015262)
strathprints015262.pdf - Accepted Author Manuscript

Download (823kB) | Preview

Abstract

In this paper, an automatic method to detect the presence of on-line erasures/scribbles/corrections/over-writing in the address block of various types of subscription and utility payment forms is presented. The proposed approach employs bottom-up segmentation of the address block. Heuristic rules based on structural features are used to automate the detection process. The algorithm is applied on a large dataset of 5,780 real world document forms of 200 dots per inch resolution. The proposed algorithm performs well with an average processing time of 108 milliseconds per document with a detection accuracy of 98.96%.