Image Pre-Processing for a Firearm Identification System

Authors

• Chunnong Zhao, Edith Cowan University
• Dongguang Li, Edith Cowan University
• Anthony Craig Watson, Edith Cowan University

Document Type

Conference Proceeding

Keywords

Image segmentation, edge detection, feature extraction

Publisher

ACTA Press

Faculty

Faculty of Computing, Health and Science

School

School of Computer and Information Science

RAS ID

7

Comments

Zhao, C., Li, D., & Watson, A. C. (2002). Image pre-processing for a firearm identification system. Proceedings of 4th IASTED International Conference on Signal and Image Processing. Calgary, Canada: ACTA Press. Available here

Abstract

The “mechanical fingerprint” on fired bullets and cartridge cases can be used to identify the firearm that they passed through. A PC based firearm identification system, Fireball, has been developed at Edith Cowan University and used by police ballistics sections in Australia. This paper will give a brief description of this system and details of the image pre-processing such as segmentation, feature extraction and image processing before saving images to the image database. Examples will be given to demonstrate the methodology.