3D Rotational Robustness Improvement Method for Pixel Selection Template Matching

We propose a new method for pixel selection template matching that sets certain conditions for pixel selection in order to ensure robustness against rotation. Without impairing the high-speed processing that characterizes pixel selection template matching, it is possible to improve matching accuracy when distortion occurs compared to when no movement occurs, by moving the selected pixel to a position where the pixel value changes less due to distortion due to rotation.

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Publication Details

Journal
Journal of the Japan Society for Precision Engineering
Published
2024-12-04
DOI
https://doi.org/10.2493/jjspe.90.933
Primary Topic
Image and Object Detection Techniques
Type
article
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article

3D Rotational Robustness Improvement Method for Pixel Selection Template Matching

Manabu Hashimoto, Osamu NASU
Journal of the Japan Society for Precision Engineering
Image and Object Detection Techniques
article

3D Rotational Robustness Improvement Method for Pixel Selection Template Matching

Manabu Hashimoto, Osamu NASU
article en

Abstract

We propose a new method for pixel selection template matching that sets certain conditions for pixel selection in order to ensure robustness against rotation. Without impairing the high-speed processing that characterizes pixel selection template matching, it is possible to improve matching accuracy when distortion occurs compared to when no movement occurs, by moving the selected pixel to a position where the pixel value changes less due to distortion due to rotation.

Journal of the Japan Society for Precision EngineeringVol. 90(12)
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Image and Object Detection Techniques
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3D Rotational Robustness Improvement Method for Pixel Selection Template Matching — Manabu Hashimoto, Osamu NASU · Journal of the Japan Society for Precision Engineering (2024) | TGRS Research Map | TGRS