JOURNAL ARTICLE

Rotation Invariant Image Matching by Using Adaptive Concentric Ring Template

Kunihiro GotoFumihiko Saitoh

Year: 2004 Journal:   IEEJ Transactions on Electronics Information and Systems Vol: 124 (11)Pages: 2320-2328

Abstract

This paper proposed a method to search a target image area that has a free location and inclination in an objective image. The gray-level histogram and the gray-level ratio of pixels pair histogram are used as the invariant feature to change of inclination in this method. The proposed method separates a circular template to ring regions with the common center and generates histograms about each separated ring region. These generated histograms are used for matching. Moreover, in order to reduce the computation cost with maintaining the reliability, effective ring regions for matching are selected by the genetic algorithm. The experimental results show that the target image areas were searched successfully in spite of some ring regions were not used and the high-speed matching was realized by using the generated concentric ring template image in comparison with by using the whole template image.

Keywords:
Histogram Template matching Artificial intelligence Histogram matching Pixel Computer vision Invariant (physics) Mathematics Concentric Pattern recognition (psychology) Image histogram Adaptive histogram equalization Matching (statistics) Computation Computer science Image (mathematics) Image processing Algorithm Geometry Binary image Histogram equalization Statistics

Metrics

2
Cited By
0.00
FWCI (Field Weighted Citation Impact)
6
Refs
0.13
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Image and Object Detection Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Vision and Imaging
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Robotics and Sensor-Based Localization
Physical Sciences →  Engineering →  Aerospace Engineering

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