Car Type/Name Recognition System Based on The Concept of Fixation

Yoshinori Arai; Kaoru Hirota

doi:10.20965/jaciii.1999.p0274

Car Type/Name Recognition System Based on The Concept of Fixation

Yoshinori Arai^*, Kaoru Hirota

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

Abstract

The concept of the "Fixation", meaning to monitor features for identifying transport vehicles is proposed. And a framework of the "Fuzzy Hierarchical Pattern Recognition using a Fixation Feedback (FHPR/FF)" algorithm is introduced. The experiment system, for identifying car types and car names where 70 images are taken for 14 miniature cars from 5 directions, is constructed. Forced recognition of 92.9% is achieved for car types and 89.7% for car names. The proposed experiment system is the basis for real running vehicle identification confirmed by perfect identification of 5 images for each model.

Original language	English
Pages (from-to)	274-281
Number of pages	8
Journal	Journal of Advanced Computational Intelligence and Intelligent Informatics
Volume	3
Issue number	4
DOIs	https://doi.org/10.20965/jaciii.1999.p0274
Publication status	Published - Aug 1999
Externally published	Yes

Keywords

Car-Name identification
Fuzzy inference
Pattern recognition

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10.20965/jaciii.1999.p0274

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keywords = "Car-Name identification, Fuzzy inference, Pattern recognition",

author = "Yoshinori Arai and Kaoru Hirota",

year = "1999",

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AU - Hirota, Kaoru

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AB - The concept of the "Fixation", meaning to monitor features for identifying transport vehicles is proposed. And a framework of the "Fuzzy Hierarchical Pattern Recognition using a Fixation Feedback (FHPR/FF)" algorithm is introduced. The experiment system, for identifying car types and car names where 70 images are taken for 14 miniature cars from 5 directions, is constructed. Forced recognition of 92.9% is achieved for car types and 89.7% for car names. The proposed experiment system is the basis for real running vehicle identification confirmed by perfect identification of 5 images for each model.

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KW - Pattern recognition

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JF - Journal of Advanced Computational Intelligence and Intelligent Informatics

IS - 4

ER -

Car Type/Name Recognition System Based on The Concept of Fixation

Abstract

Keywords

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