2007 IEEE International Conference on Image Processing - San Antonio, Texas, U.S.A. - September 16-19, 2007

Technical Program

Paper Detail

Paper:MP-P7.3
Session:Motion Detection and Estimation II
Time:Monday, September 17, 14:30 - 17:10
Presentation: Poster
Title: TWO STATISTICAL MEASURES OF SIMILARITY FOR OBJECT ASSOCIATION AND TRACKING IN COLOR IMAGE SEQUENCES
Authors: Hugh Kennedy; Technical Knockout Systems Pty. Ltd. 
Abstract: Two statistical measures of similarity, for data association and tracking moving objects in sequences of color images, are derived and their performance is compared with normalized cross-correlation. Both methods use an F-distributed test statistic in a hypothesis test, which permits association thresholds to be set to give the desired (theoretical) false-association rate. One of the methods matches the performance of normalized cross-correlation, in the test data used, and is computationally less expensive.



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