NDLI: A Hybrid Template Match Approach Based on Wavelet Analysis and Threshold Segmentation for Detecting Tire Surface Wear

Content Provider	IEEE Xplore Digital Library
Author	Chao Zhang Yin-hang Cheng
Copyright Year	2007
Description	Author affiliation: Beijing Jiao Tong Univ., Beijing (Chao Zhang; Yin-hang Cheng)
Abstract	At present, study on performances of tyre is mainly focused on such characteristics as pressure, temperature and frictional coefficient, etc, however, with the neglect of texture analysis on tyre surface. In fact, during the course of driving, the latter has recorded large amount of information about acting features from environment, vehicle and tire self, whose forces together act on formation of various wear. So viewing from tire surface image, a hybrid template match, incorporating with threshold segmentation and wavelet analysis is proposed to detect wearing states of tyre and explore its corresponding formation mechanism in this paper. The former two provide their respectively dealt inter and intra contour as sample to be matched, and matching principle is in terms of maximum likelihood presented as well. The instance shows that it is fused with threshold's stability, wavelet-multi scalability, simplified in working amount, and enhances the ability to extract local detailed features for keeping border continuous, more important, graphic analysis is stimulant to improve the existed monitoring methods on tire.
Starting Page	1079
Ending Page	1084
File Size	4498482
Page Count	6
File Format	PDF
ISBN	9781424408177
DOI	10.1109/ICCA.2007.4376525
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-05-30
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Wavelet analysis Tires Surface waves Temperature Image texture analysis Performance analysis Surface texture Vehicle driving Image segmentation Image analysis threshold segmentation tire surface wear template match wavelet
Content Type	Text
Resource Type	Article

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