Algorithm of automatic cartridge identification

Jie Zhou; Le Ping Xin; Gang Rong; Dapeng Zhang

doi:10.1117/1.1417497

Algorithm of automatic cartridge identification

Jie Zhou, Le Ping Xin, Gang Rong, Dapeng Zhang

Research output: Journal article publication › Journal article › Academic research › peer-review

6 Citations (Scopus)

Abstract

An effective algorithm for automatic cartridge identification is proposed. The ejector impression is used to calibrate the cartridge image. Features of the firing pin impression and the breach face impression are extracted using active snake and orientation analysis, respectively. These different features are then integrated to make a final decision by using a support vector machine. Experimental results illustrate the effectiveness of our algorithm.

Original language	English
Pages (from-to)	2860-2865
Number of pages	6
Journal	Optical Engineering
Volume	40
Issue number	12
DOIs	https://doi.org/10.1117/1.1417497
Publication status	Published - 1 Dec 2001
Externally published	Yes

Keywords

Cartridge identification
Decision fusion
Image processing
Pattern recognition
Support vector machine

ASJC Scopus subject areas

Atomic and Molecular Physics, and Optics
Engineering(all)

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10.1117/1.1417497

Cite this

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title = "Algorithm of automatic cartridge identification",

abstract = "An effective algorithm for automatic cartridge identification is proposed. The ejector impression is used to calibrate the cartridge image. Features of the firing pin impression and the breach face impression are extracted using active snake and orientation analysis, respectively. These different features are then integrated to make a final decision by using a support vector machine. Experimental results illustrate the effectiveness of our algorithm.",

keywords = "Cartridge identification, Decision fusion, Image processing, Pattern recognition, Support vector machine",

author = "Jie Zhou and Xin, {Le Ping} and Gang Rong and Dapeng Zhang",

year = "2001",

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T1 - Algorithm of automatic cartridge identification

AU - Zhou, Jie

AU - Xin, Le Ping

AU - Rong, Gang

AU - Zhang, Dapeng

PY - 2001/12/1

Y1 - 2001/12/1

N2 - An effective algorithm for automatic cartridge identification is proposed. The ejector impression is used to calibrate the cartridge image. Features of the firing pin impression and the breach face impression are extracted using active snake and orientation analysis, respectively. These different features are then integrated to make a final decision by using a support vector machine. Experimental results illustrate the effectiveness of our algorithm.

AB - An effective algorithm for automatic cartridge identification is proposed. The ejector impression is used to calibrate the cartridge image. Features of the firing pin impression and the breach face impression are extracted using active snake and orientation analysis, respectively. These different features are then integrated to make a final decision by using a support vector machine. Experimental results illustrate the effectiveness of our algorithm.

KW - Cartridge identification

KW - Decision fusion

KW - Image processing

KW - Pattern recognition

KW - Support vector machine

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U2 - 10.1117/1.1417497

DO - 10.1117/1.1417497

M3 - Journal article

SN - 0091-3286

VL - 40

SP - 2860

EP - 2865

JO - Optical Engineering

JF - Optical Engineering

IS - 12

ER -

Algorithm of automatic cartridge identification

Abstract

Keywords

ASJC Scopus subject areas

More information

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