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ECCV
2004
Springer
14 years 7 months ago
Optimal Importance Sampling for Tracking in Image Sequences: Application to Point Tracking
Abstract. In this paper, we propose a particle filtering approach for tracking applications in image sequences. The system we propose combines a measurement equation and a dynamic ...
Étienne Mémin, Elise Arnaud
ICIP
2009
IEEE
14 years 6 months ago
M2sir: A Multi Modal Sequential Importance Resampling Algorithm For Particle Filters
We present a multi modal sequential importance resampling particle filter algorithm for object tracking. We consider a hidden state sequence linked to several observation sequence...
MM
2009
ACM
199views Multimedia» more  MM 2009»
13 years 10 months ago
Consumer video retargeting: context assisted spatial-temporal grid optimization
Pervasive multimedia devices require accurate video retargeting, especially in connected consumer electronics platforms. In this paper, we present a context assisted spatialtempor...
Liang Shi, Jinqiao Wang, Lingyu Duan, Hanqing Lu
ICIP
2005
IEEE
14 years 7 months ago
Visual tracking using sequential importance sampling with a state partition technique
Sequential importance sampling (SIS), also known as particle filtering, has drawn increasing attention recently due to its superior performance in nonlinear and non-Gaussian dynam...
Yan Zhai, Mark B. Yeary, Joseph P. Havlicek, Jean-...
MUM
2005
ACM
107views Multimedia» more  MUM 2005»
13 years 11 months ago
Retargeting vector animation for small displays
We present a method that preserves the recognizability of key object interactions in a vector animation. The method allows an artist to author an animation once, and then output i...
Vidya Setlur, Yingqing Xu, Xuejin Chen, Bruce Gooc...