Ballistics projectile image analysis for firearm identification

D Li - IEEE Transactions on image processing, 2006 - ieeexplore.ieee.org
This paper is based upon the observation that, when a bullet is fired, it creates characteristic
markings on the cartridge case and projectile. From these markings, over 30 different …

Investigation of ballistic evidence through an automatic image analysis and identification system

I Kara - Journal of forensic sciences, 2016 - Wiley Online Library
Automated firearms identification (AFI) systems contribute to shedding light on criminal
events by comparison between different pieces of evidence on cartridge cases and bullets …

Firearm classification using neural networks on ring of firing pin impression images

SBA Kamaruddin, NAM Ghani, CY Liong… - ADCAIJ: Advances in …, 2012 - torrossa.com
This paper implements two layer neural networks with different feedforward
backpropagation algorithms for better performance of firearm classification using numerical …

A two stage neural network-based personal identification system using handprint

J Kong, Y Lu, S Wang, M Qi, H Li - Neurocomputing, 2008 - Elsevier
With the increasing emphasis on security, automated personal identification based on
biometrics has been receiving extensive attention over the past decades. Handprint …

Firearm recognition based on whole firing pin impression image via backpropagation neural network

SBA Kamaruddin, NAM Ghani… - … on Pattern Analysis …, 2011 - ieeexplore.ieee.org
Firearms identification is a vital aim of firearm analysis. The firing pin impression image on a
cartridge case from a fired bullet is one of the most significant clues in firearms identification …

On analysis of circle moments and texture features for cartridge images recognition

J Leng, Z Huang - Expert Systems with Applications, 2012 - Elsevier
Even though rapid advances in intelligent firearm identification have been made in recently
years, the major practical and theoretical problems are still unsolved. From the practical …

Tool and firearm identification system based on image processing

P Suapang, S Yimmun… - 2011 11th International …, 2011 - ieeexplore.ieee.org
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 …

Firearm identification system based on ballistics image processing

D Li - 2008 Congress on Image and Signal Processing, 2008 - ieeexplore.ieee.org
Characteristic markings on the cartridge case and projectile of a fired bullet are created
when it is fired. Over thirty different features within these marks can be distinguished, which …

Implementation of an improvement cycle using the competisoft methodological framework and the tutelkan platform

R Villarroel, Y Gómez, R Gajardo… - … Conference of the …, 2009 - ieeexplore.ieee.org
Formalizing and institutionalizing software processes has become a necessity in recent
years requiring the management and enhancement of software production and, at the same …

Ballistics image processing and analysis for firearm identification

D Li - Image Processing, 2009 - books.google.com
The identification of firearms from forensic ballistics specimens is an exacting and intensive
activity performed by specialists with extensive experience. The introduction of imaging …