Analysis of Videos using Tile Mining
作者： Toon Calders , Hoang Thanh Lam , Elisa Fromont , TU Eindhoven , Baptiste Jeudy
DOI:
关键词:
摘要: We investigate how mining top-k largest tiles in a data stream under the sliding window model can be useful for (real-time) analysis of videos and, particular, tracking. first explain track- ing problem cast into pattern problem. then show some preliminary results on tracking particular context where both objects and camera are moving user does not specify regions interest frames videos.
archives-ouvertes.fr
ecmlpkdd2013.org 参考文章(12)
Basura Fernando, Elisa Fromont, Tinne Tuytelaars, Effective Use of Frequent Itemset Mining for Image Classification Computer Vision – ECCV 2012. pp. 214- 227 ,(2012) , 10.1007/978-3-642-33718-5_16
Fabien Diot, Elisa Fromont, Baptiste Jeudy, Emmanuel Marilly, Olivier Martinot, Graph mining for object tracking in videos european conference on machine learning. pp. 394- 409 ,(2012) , 10.1007/978-3-642-33460-3_31
Yun Chi, Haixun Wang, P.S. Yu, R.R. Muntz, Moment: maintaining closed frequent itemsets over a stream sliding window international conference on data mining. pp. 59- 66 ,(2004) , 10.1109/ICDM.2004.10084
Oya Çeliktutan, Christian Wolf, Bülent Sankur, Eric Lombardi, Real-Time exact graph matching with application in human action recognition HBU'12 Proceedings of the Third international conference on Human Behavior Understanding. pp. 17- 28 ,(2012) , 10.1007/978-3-642-34014-7_2
Junsong Yuan, Ming Yang, Ying Wu, Mining discriminative co-occurrence patterns for visual recognition computer vision and pattern recognition. pp. 2777- 2784 ,(2011) , 10.1109/CVPR.2011.5995476
Alper Yilmaz, Omar Javed, Mubarak Shah, Object tracking: A survey ACM Computing Surveys. ,vol. 38, pp. 13- ,(2006) , 10.1145/1177352.1177355
Ehsan Zare Borzeshi, Massimo Piccardi, Kaspar Riesen, Horst Bunke, Discriminative prototype selection methods for graph embedding Pattern Recognition. ,vol. 46, pp. 1648- 1657 ,(2013) , 10.1016/J.PATCOG.2012.11.020
Pedro F. Felzenszwalb, Daniel P. Huttenlocher, Efficient Graph-Based Image Segmentation International Journal of Computer Vision. ,vol. 59, pp. 167- 181 ,(2004) , 10.1023/B:VISI.0000022288.19776.77
Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan Essa, Efficient hierarchical graph-based video segmentation computer vision and pattern recognition. pp. 2141- 2148 ,(2010) , 10.1109/CVPR.2010.5539893
Nan Jiang, Le Gruenwald, CFI-Stream: mining closed frequent itemsets in data streams knowledge discovery and data mining. pp. 592- 597 ,(2006) , 10.1145/1150402.1150473