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ISMAR
2009
IEEE

A setup for evaluating detectors and descriptors for visual tracking

13 years 12 months ago
A setup for evaluating detectors and descriptors for visual tracking
In many cases, visual tracking is based on detecting, describing, and then matching local features. A variety of algorithms for these steps have been proposed and used in tracking systems, leading to an increased need for independent comparisons. However, existing evaluations are geared towards object recognition and image retrieval, and their results have limited validity for real-time visual tracking. We present a setup for evaluation of detectors and descriptors which is geared towards visual tracking in terms of testbed, candidate algorithms and performance criteria. Most notably, our testbed consists of video streams with several thousand frames naturally affected by noise and motion blur.
Steffen Gauglitz, Tobias Höllerer, Petra Krah
Added 24 May 2010
Updated 24 May 2010
Type Conference
Year 2009
Where ISMAR
Authors Steffen Gauglitz, Tobias Höllerer, Petra Krahwinkler, Jürgen Rossmann
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