DocumentCode
2387602
Title
Real-time object tracking from a moving video camera: a software approach on a PC
Author
Rosenberg, Yoav ; Werman, Michael
Author_Institution
Inst. of Comput. Sci., Hebrew Univ., Jerusalem, Israel
fYear
1998
fDate
19-21 Oct 1998
Firstpage
238
Lastpage
239
Abstract
We demonstrate a real time system for image registration and moving object detection. The algorithm is based on describing the displacement of a point as a probability distribution over a matrix of possible displacements. A small set of randomly selected points is used to compute the registration parameters. Moving object detection is based on the consistency of the probabilistic displacement of image points with the global image motion
Keywords
image registration; image sequences; microcomputer applications; object detection; optical tracking; real-time systems; target tracking; global image motion; image registration; moving object detection; moving video camera; probabilistic displacement; probability distribution; randomly selected points; real-time object tracking; registration parameters; Cameras; Clustering algorithms; Computer science; Image registration; Motion detection; Noise robustness; Object detection; Real time systems; Rotation measurement; Video sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Applications of Computer Vision, 1998. WACV '98. Proceedings., Fourth IEEE Workshop on
Conference_Location
Princeton, NJ
Print_ISBN
0-8186-8606-5
Type
conf
DOI
10.1109/ACV.1998.732887
Filename
732887
Link To Document