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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Kar Wee Chia Cheok, A.D. Prince, S.J.D. |
| Copyright Year | 2002 |
| Description | Author affiliation: Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore (Kar Wee Chia; Cheok, A.D.; Prince, S.J.D.) |
| Abstract | We present a complete scalable system for 6 DOF camera tracking based on natural features. Crucially, the calculation is based only on pre-captured reference images and previous estimates of the camera pose and is hence suitable for online applications. We match natural features in the current frame to two spatially separated reference images. We overcome the wide baseline matching problem by matching to the previous frame and transferring point positions to the reference images. We then minimize deviations from the two-view and three-view constraints between the reference images and the current frame as a function of camera position parameters. We stabilize this calculation using a recursive form of temporal regularization that is similar in spirit to the Kalman filter. We can track camera pose over hundreds of frames and realistically integrate virtual objects with only slight jitter. |
| Sponsorship | IEEE Comput. Soc. Tech. Committee on Wearable Inf. Syst. (TCWIS) Task Force on Human Centered Inf. Syst. (TFHIS) Fraunhofer IGD ACM SIGGRAPH SIGCHI EUROGRAPHICS |
| Starting Page | 305 |
| Ending Page | 313 |
| File Size | 1485393 |
| Page Count | 9 |
| File Format | |
| ISBN | 0769517811 |
| DOI | 10.1109/ISMAR.2002.1115123 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2002-10-01 |
| Publisher Place | Germany |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Augmented reality Cameras Layout Motion estimation Position measurement Jitter Shape Two dimensional displays Labeling Fluid flow measurement |
| Content Type | Text |
| Resource Type | Article |
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