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Panjawee Rakprayoon. A 3D correspondence algorithm for matching between incomplete human body surface and a human template model. Doctoral Degraee(Electrical Engineering). Kasetsart University. Office of the University Library. : Kasetsart University, 2021.
A 3D correspondence algorithm for matching between incomplete human body surface and a human template model
Name: Panjawee Rakprayoon
Classification :.LCCS: TA1634
LCSH:
Computer vision
LCSH:
Image processing
-- Digital techniques
LCSH:
Image processing
Abstract:
For human model reconstruction, template-based registration has been applied in many methods due to its robustness and rapid computation. The template model would align with the body shape using known correspondences between them. For real world applications, the full model of different persons is used as the template to find the correspondences since the full model of the observed shape is difficult to obtain. This research focuses on developing a partial and full shape matching algorithm for different human subjects. We propose an iterative dense matching algorithm to integrate sparse and guided dense correspondences based on a functional map to improve the shape matching efficiency and stability. The objective function is to enhance the matching accuracy of sparse and guided dense correspondences. The distance error and the functional map error are represented. For partial functional map, its slope is calculated using the rank, which influences matching efficiency. The more accurate rank estimation with rank direction is proposed for shape matching of different human subjects. Experimental results show the proposed method can cope with benchmark datasets of missing part of different human subjects and inaccurate landmark initialization. Besides, the mean geodesic error of shape matching is less than 0.033 even if the missing part increases to 80% of missing area.
Kasetsart University. Office of the University Library
Address:
Bangkok
Email:
tdckulib@ku.ac.th
Name: Miti Ruchanurucks
Role:
Thesis Advisor
Name: Somying Thainimit
Role:
Thesis CO-Advisor
Created:
2021
Modified:
2025-07-12
Issued:
2025-07-12
วิทยานิพนธ์/Thesis
application/pdf
URL: https://www.lib.ku.ac.th/KUthesis/2564/panjawee-rak-all.pdf
CallNumber:
TA1634 .P36
eng
DegreeName: Doctor of Engineering
Level: Doctoral Degraee
Descipline: Electrical Engineering
Grantor: Kasetsart University
©copyrights Kasetsart University
RightsAccess:
ใช้เวลา
0.031332 วินาที
Panjawee Rakprayoon
| Title | Contributor | Type |
|---|---|---|
| Obstacle detection for a manipulator based on stereo cameras and kinect
มหาวิทยาลัยเกษตรศาสตร์ Panjawee Rakprayoon | Miti Rujanuraks Peerayot Sanposh Vutipong Areekul | วิทยานิพนธ์/Thesis |
| A 3D correspondence algorithm for matching between incomplete human body surface and a human template model
มหาวิทยาลัยเกษตรศาสตร์ Panjawee Rakprayoon | Miti Ruchanurucks | วิทยานิพนธ์/Thesis |
Miti Ruchanurucks
Somying Thainimit
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|---|---|---|
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