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» Object Tracking by Adaptive Modeling
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ICIP
2003
IEEE
14 years 9 months ago
Video object segmentation and tracking in stereo sequences using adaptable neural networks
In this paper, an adaptive neural network architecture is proposed for efficient video object segmentation and tracking of stereoscopic sequences. The scheme includes (a) a retrai...
Nikolaos D. Doulamis, Anastasios D. Doulamis
PCM
2010
Springer
239views Multimedia» more  PCM 2010»
13 years 5 months ago
Adaptive Particle Filter Based on Energy Field for Robust Object Tracking in Complex Scenes
Particle filter (PF) based object tracking methods have been widely used in computer vision. However, traditional particle filter trackers cannot effectively distinguish the target...
Xin Sun, Hongxun Yao, Shengping Zhang, Shaohui Liu
CVPR
2010
IEEE
14 years 3 months ago
Visual Object Tracking using Adaptive Correlation Filters
Although not commonly used, correlation filters can track complex objects through rotations, occlusions and other distractions at over 20 times the rate of current state-ofthe-ar...
David Bolme, J Ross Beveridge, Bruce Draper, Yui M...
ESTIMEDIA
2003
Springer
14 years 23 days ago
Improving Performance and Quality thru Hardware Reconfiguration: Potentials and Adaptive Object Tracking Case Study
Reconfigurable hardware devices are envisioned as the proper platform to implement multimedia applications, providing both real time performance and dynamic adaptability for the a...
Soheil Ghiasi, Hyun J. Moon, Majid Sarrafzadeh
ARCS
2005
Springer
14 years 1 months ago
Self-Organizing, Adaptive Data Fusion for 3d Object Tracking
Data fusion concepts are a necessary basis for utilizing complex networks of sensors. A key feature for a robust data fusion system is adaptivity, both to be fault-tolerant and to...
Olaf Kähler, Joachim Denzler