Name
Abstract | ||
|---|---|---|
In this paper, we consider the multi-camera tracking and the camera active control (pan and tilt). Auction mechanism from economics is developed to choose the best available camera. By modeling the camera bids with prior knowledge of the camera homographies, the system can “think” ahead to perform necessary panning or tilting operations. The uncertainties of homographies are considered inherently in the metrics used for computing camera bids. Further, to have a better tracking result, we use multiple trackers simultaneously. The trackers are rectified periodically based on the previous auction results. The proposed approach is evaluated in a real-world camera network. |
Year | Venue | Keywords |
|---|---|---|
2012 | ICPR | camera homographies,multiple trackers,commerce,tilting operations,image sensors,panning operations,camera active pan-tilt control,object tracking,real-world camera network,multicamera tracking,camera bids,auction mechanism,video surveillance |
Field | DocType | ISSN |
BitTorrent tracker,Computer vision,Stereo camera,Panning (camera),Computer graphics (images),Image sensor,Computer science,Camera auto-calibration,Smart camera,Video tracking,Artificial intelligence,Active control | Conference | 1051-4651 |
ISBN | Citations | PageRank |
978-1-4673-2216-4 | 2 | 0.38 |
References | Authors | |
8 | 2 | |