Object Tracking with an Evolutionary Particle Filter Based on Self-Adaptive Multi-Features Fusion
International Journal of Advanced Robotic Systems, 2013 Particle filter algorithms are widely used for object tracking in video sequences, but the standard particle filter algorithm cannot solve the validity of particles ideally.
Zhang Xiaowei, Liu Hong, Sun Xiaohong
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Tracking of ball and players in beach volleyball videos. [PDF]
PLoS ONE, 2014 This paper presents methods for the determination of players' positions and contact time points by tracking the players and the ball in beach volleyball videos.
Gabriel Gomez +3 more
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Combined data association and evolving particle filter for tracking of multiple articulated objects. [PDF]
, 2011 This paper proposes an approach for tracking multiple articulated targets using a combined data association and evolving population particle filter. A visual target is represented as a pictorial structure using a collection of parts together with a model
Mihaylova, Lyudmila +7 more
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Video Object Tracking in Neural Axons with Fluorescence Microscopy Images
Journal of Applied Mathematics, 2014 Neurofilament is an important type of intercellular cargos transmitted in neural axons. Given fluorescence microscopy images, existing methods extract neurofilament movement patterns by manual tracking.
Liang Yuan, Junda Zhu
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Markerless human motion tracking using hierarchical multi-swarm cooperative particle swarm optimization. [PDF]
PLoS ONE, 2015 The high-dimensional search space involved in markerless full-body articulated human motion tracking from multiple-views video sequences has led to a number of solutions based on metaheuristics, the most recent form of which is Particle Swarm ...
Sanjay Saini +3 more
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On the Performance of the Box Particle Filter for Extended Object Tracking Using Laser Data [PDF]
, 2012 This paper considers the challenging task of real time extended object tracking using cluttered measurements from laser range scanners. The performance of the recently proposed Box Particle Filter (Box PF) algorithm is evaluated utilising real ...
Gning, Amadou +13 more
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A Data Association Algorithm for Multiple Object Tracking in Video Sequences [PDF]
, 2006 This paper presents a particle filtering algorithm for multiple object tracking. The proposed particle filter (PF) embeds a data association technique based on the joint probabilistic data association (JPDA) which handles the uncertainty of the ...
N. Canagarajah +7 more
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Combining Particle Filter and Population-based Metaheuristics for Visual Articulated Motion Tracking
ELCVIA Electronic Letters on Computer Vision and Image Analysis, 2005 Visual tracking of articulated motion is a complex task with high computational costs. Because of the fact that articulated objects are usually represented as a set of linked limbs, tracking is performed with the support of a model.
Juan Jose Pantrigo +3 more
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Mobility Tracking in Cellular Networks with Sequential Monte Carlo Filters [PDF]
, 2005 This paper considers mobility tracking in wireless communication networks based on received signal strength indicator measurements. Mobility tracking involves on-line estimation of the position and speed of a mobile unit.
D. Bull +11 more
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A clustering particle swarm optimizer for locating and tracking multiple optima in dynamic environments [PDF]
, 2010 This article is posted here with permission from the IEEE - Copyright @ 2010 IEEEIn the real world, many optimization problems are dynamic. This requires an optimization algorithm to not only find the global optimal solution under a specific environment ...
Yang, S +5 more
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