Single and multiple object tracking using log-euclidean Riemannian subspace and block-division appearance model

Single and multiple object tracking using log-euclidean Riemannian subspace and block-division appearance model

Object appearance modeling is crucial for tracking objects, especially in videos captured by nonstationary cameras and for reasoning about occlusions between multiple moving objects. Based on the log-euclidean Riemannian metric on symmetric positive definite matrices, we propose an incremental log-e...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 34(2012), 12 vom: 20. Dez., Seite 2420-40
1. Verfasser: Hu, Weiming (VerfasserIn)
Weitere Verfasser: Li, Xi, Luo, Wenhan, Zhang, Xiaoqin, Maybank, Stephen, Zhang, Zhongfei
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2012
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.