Comparison of Similarity Measures for Trajectory Clustering in Outdoor Surveillance Scenes

作者: Zhang Zhang , Kaiqi Huang , Tieniu Tan

DOI: 10.1109/ICPR.2006.392

关键词:

摘要: This paper compares different similarity measures used for trajectory clustering in outdoor surveillance scenes. Six are presented and the performance is evaluated by Correct Clustering Rate (CCR) Time Cost (TC). The experimental results demonstrate that scenes, simpler PCA+Euclidean distance competent task even case of noise, as more complex such DTW, LCSS not efficient due to their high computational cost .

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