Title
Occlusion modeling by tracking multiple objects
Abstract
This article introduces a technique for region-based pose tracking of multiple objects. Our algorithm uses surface models of the objects to be tracked and at least one calibrated camera view, but does not require color, texture, or other additional properties of the objects. By optimizing a joint energy defined on the pose parameters of all objects, the proposed algorithm can explicitly handle occlusions between different objects. Tracking results in simulated as well as real world scenes demonstrate the effects of occlusion and how they are handled by the proposed method.
Year
DOI
Venue
2007
10.1007/978-3-540-74936-3_18
DAGM-Symposium
Keywords
Field
DocType
surface model,additional property,real world scene,camera view,joint energy,multiple object,different object,proposed algorithm,occlusion modeling,object tracking
Computer vision,Rigid motion,Point correspondence,Occlusion,Pose tracking,Computer graphics (images),Computer science,Artificial intelligence
Conference
Volume
ISSN
Citations 
4713
0302-9743
4
PageRank 
References 
Authors
0.54
10
7
Name
Order
Citations
PageRank
Christian Schmaltz114610.53
Bodo Rosenhahn21733137.77
Thomas Brox37866327.52
Joachim Weickert45489391.03
Daniel Cremers58236396.86
Lennart Wietzke616311.40
Gerald Sommer740.54