The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)
Online ISSN : 2424-3124
2015
Session ID : 1A1-H03
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1A1-H03 3D Keypoint Matching with High Accuracy
Shogo ARAINobuaki FUKUCHINaoya CHIBAKoichi HASHIMOTO
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CONFERENCE PROCEEDINGS FREE ACCESS

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Abstract
3D registration is becoming one of the essential technologies for service and industrial robots. For 3D registration, 3D keypoint detection, feature computation on the detected keypoints, and correspondence between model and scene keypoints based on the features are required in most cases. In this research, we will propose high accuracy correspondence method to improve accuracy of 3D registration by using geometric relation among 3D keypoints. As the first step, this paper shows accuracy analysis of the correspondence that depends on 3D shape of a target object and methods to detect 3D keypoints and compute features on the detected keypoints.
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© 2015 The Japan Society of Mechanical Engineers
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