Online Clustering of High-Dimensional Trajectories under Concept Drift

Author:

Krempl Georg,Siddiqui Zaigham Faraz,Spiliopoulou Myra

Publisher

Springer Berlin Heidelberg

Reference14 articles.

1. Buzan, D., Sclaroff, S., Kollios, G.: Extraction and clustering of motion trajectories in video. In: Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004, vol. 2, pp. 521–524 (2004)

2. Cadez, I.V., Gaffney, S., Smyth, P.: A general probabilistic framework for clustering individuals and objects. In: KDD 2000, pp. 140–149. ACM, New York (2000)

3. Chudova, D., Gaffney, S., Mjolsness, E., Smyth, P.: Translation-invariant mixture models for curve clustering. In: KDD 2003, pp. 79–88. ACM, New York (2003)

4. Ellis, D., Sommerlade, E., Reid, I.D.: Modelling pedestrian trajectory patterns with gaussian processes. In: VS 2009, pp. 1229–1234 (2009)

5. Funk, N.: A study of the kalman filter applied to visual tracking. Report (2003)

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