Title :
Tool and Firearm Identification System Based on Image Processing
Author :
Suapang, Piyamas ; Yimmun, Surapun ; Chumnan, Nichakan
Author_Institution :
Dept. of Phys., Rangsit Univ., Pathumthani, Thailand
Abstract :
Characteristic markings on the cartridge case and projectile of a fired bullet are created when it is fired. Inclusion, Characteristic markings on the objectivity is created by tool. Different features within these marks can be distinguished, which in combination produce a “fingerprint” for a tool or a firearm. By analyzing features within such a set of tool or firearm fingerprints, it will be possible to identify not only the type and model of a tool or a firearm, but also each every individual tool or weapon as effectively as human fingerprint identification. A new analytic system based on Fast Fourier transform for identifying the specimens by the line-scan imaging technique is proposed in this paper. Experimental results show that the proposed system can be used for tool or firearm identification efficiently and precisely through digitizing and analyzing the objectivity and fired projectiles specimens.
Keywords :
fast Fourier transforms; fingerprint identification; image processing; characteristic markings; fast Fourier transform; firearm identification system; human fingerprint identification; image processing; line-scan imaging technique; Cameras; Feature extraction; Fires; Object recognition; Projectiles; Firearm; Forensic Science; Identification; Image Processing; Toolmarks;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2011 11th International Conference on
Print_ISBN :
978-1-4577-0835-0