Specifications

Title: A kind of ECC - KNN classifier's vehicle identification algorithm
Authors: Lü, Lin-Tao1 ; Gao, Huan2 ; Yang, Yu-Xiang2/吕林涛;高欢;杨宇祥
Author affiliation: 1 College of Computer Science and Engineering, Xi'an University of
Technology, Xi'an, China
2 College of Computer Science and Engineering, School of Mechanical and Precision Instrument
Engineering, Xi'an University of Technology, Xi'an, China
Source title: Applied Mechanics and Materials
Abbreviated source title: Appl. Mech. Mater.
Volume: 347-350
Monograph title: Instruments, Measurement, Electronics and Information Engineering
Issue date: 2013
Publication year: 2013
Pages: 3724-3727
Language: English
ISSN: 16609336
E-ISSN: 16627482
Document type: Conference article (CA)
Conference name: 2013 International Conference on Precision Mechanical Instruments and
Measurement Technology, ICPMIMT 2013
Conference date: May 25, 2013 - May 26, 2013
Conference location: Shenyang, Liaoning, China
Conference code: 99138
Publisher: Trans Tech Publications Ltd, Kreuzstrasse 10, Zurich-Durnten, CH-8635, Switzerland
Abstract: this article presents an improved classifier vehicle identification algorithm to improve
the efficiency of the existing vehicle recognition algorithm. First, using edge orientation
histograms to extract image characteristics, then, Error correction coding is applied to the
classification of classifier, the multi-class classification problems turned into multiple binary
classification problems. A large number of experimental analysis shows that the improved vehicle
identification algorithm has good recognition performance and robustness. Therefore, the
algorithm which this article used has high theoretical and practical value. © 2013 Trans Tech
Publications Ltd, Switzerland.
Number of references: 8
Main heading: Algorithms
Controlled terms: Error correction - Graphic methods
Uncontrolled terms: Binary classification problems - Edge orientation histograms - Error
correction coding - Experimental analysis - Image characteristics - K-nearest
neighborhoods - Multiclass classification problems - Vehicle identification
Classification code: 721.1 Computer Theory, Includes Formal Logic, Automata Theory, Switching
Theory, Programming Theory - 723 Computer Software, Data Handling and Applications -
723.5 Computer Applications - 921 Mathematics
DOI: 10.4028/www.scientific.net/AMM.347-350.3724
Database: Compendex
Compilation and indexing terms, © 2013 Elsevier Inc.