Recovering 3D wide range human motions employing mobile cameras
| Autor: | Joo Kooi Tan, Tomonori Tabusa, S. Ishikawa |
|---|---|
| Rok vydání: | 2003 |
| Předmět: |
Computer science
business.industry ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Image registration Quarter-pixel motion Motion field Essential matrix Motion estimation Computer graphics (images) Structure from motion Computer vision Artificial intelligence Fundamental matrix (computer vision) business Video game |
| Zdroj: | Proceedings of the 41st SICE Annual Conference. SICE 2002.. |
| DOI: | 10.1109/sice.2002.1196617 |
| Popis: | Three-dimensional modeling of human motions is required in various fields such as virtual reality, video game producing, sport analysis, etc. This paper describes a technique for recovering three-dimensional wide range human motions by uncalibrated mobile cameras. In the proposed system, three video cameras mounted on a mobile frame track and capture a subject's motion from three different directions. Feature point coordinates taken in the video images are registered in an extended measurement matrix. Since the frame motion generally contains rotation. the obtained measurement matrix is not a full matrix. The matrix is transformed into a full matrix by considering the subject's relative motion with respect to the mobile frame. The matrix is then factorized and the 3D locations of the feature points recover. Using the proposed technique, several human wide range motions recovered their 3D motions in the performed experiments. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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