DocumentCode
433103
Title
Various image taking strategies for 3-D object modeling based on multiple cameras
Author
Tan, J.K. ; Yamaguchi, I. ; Tabusa, Tomonori ; Ishikawa, Seiichiro ; Hirokawa, Sachio
Author_Institution
Dept. of Mech. & Control Eng., Kyushu Inst. of Technol., Kitakyushu, Japan
Volume
4
fYear
2004
fDate
24-27 Oct. 2004
Firstpage
2487
Abstract
A method is described for obtaining 3-D object models, particularly human models, based on multiple cameras and a computer. Existing optical 3-D modeling systems employ calibrated cameras, which inevitably restricts the cameras at fixed positions, giving constraints to object motions. The proposed technique gives various ways of capturing images of object motions. It contains a mobile cameras system for taking images of an object moving widely by following it. It also provides a simultaneous entire shape recovery strategy by the employment of a surrounding cameras system. The proposed recovery technique puts its theoretical basis on the factorization method. The present paper focuses its attention on the issue of defining a measurement matrix having full entries. The technique is described and its performance is shown by the experiments on 3-D human motion modeling.
Keywords
cameras; image motion analysis; matrix decomposition; calibrated camera; computer; factorization method; human model; image capturing; matrix measurement; mobile cameras system; multiple camera; object motion; optical 3-D modeling system; shape recovery strategy; Educational institutions; Employment; Humans; Intelligent systems; Machine intelligence; Machinery; Motion analysis; Optical sensors; Shape measurement; Smart cameras;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2004. ICIP '04. 2004 International Conference on
ISSN
1522-4880
Print_ISBN
0-7803-8554-3
Type
conf
DOI
10.1109/ICIP.2004.1421607
Filename
1421607
Link To Document