The template update problem.
Where this comes from
- Record sourced from PubMed, PMID 18579941.
- Also identified by DOI 10.1109/TPAMI.2004.16.
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Abstract
Template tracking dates back to the 1981 Lucas-Kanade algorithm. One question that has received very little attention, however, is how to update the template so that it remains a good model of the tracked object. We propose a template update algorithm that avoids the "drifting" inherent in the naive algorithm.
Medical subject headings
- Algorithms
- Artificial Intelligence
- Image Interpretation, Computer-Assisted
- Pattern Recognition, Automated
- Video Recording