Proceedings. International Symposium on Mixed and Augmented Reality
DOI: 10.1109/ismar.2002.1115123
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Online 6 DOF augmented reality registration from natural features

Abstract: We present a complete scalable system for 6 d.o.f. 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… Show more

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Cited by 23 publications
(4 citation statements)
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References 17 publications
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“…Early vision-based tracking utilized fiducial markers in prepared AR settings [14]. Currently, vision-based tracking research is based on marker less approach [15][16][17].…”
Section: ) Ar Trackingmentioning
confidence: 99%
“…Early vision-based tracking utilized fiducial markers in prepared AR settings [14]. Currently, vision-based tracking research is based on marker less approach [15][16][17].…”
Section: ) Ar Trackingmentioning
confidence: 99%
“…Some of the most common choices are the Harris corner detector [9], applied in [3,4], and the Kanade-Lucas-Tomasi (KLT) tracker [16], used in [23,7,19]. To automate the initialization and failure recovery of a tracker, reliable wide baseline matching is desired, which in turn imposes a demand for a higher degree of feature invariance.…”
Section: Related Researchmentioning
confidence: 99%
“…In [3] two or more reference views are used to compute current camera pose from epipolar geometry constraints on natural feature correspondences. Markers are still used to pre-calibrate the reference frames with standard calibration tools.…”
Section: Related Researchmentioning
confidence: 99%
“…Some marker-less tracking methods have been introduced which track natural features [4] [24] [1]. These methods are useful when the target objects have rigid and unchanging features, but they suffer from lower reliability than their marker-based counterparts.…”
Section: Introductionmentioning
confidence: 99%