The Hierarchical Particle Filter Algorithm for Robust Object Tracking

Toyohiro Hayashi; Shuichi Enokida

doi:10.2316/p.2012.759-009

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The Hierarchical Particle Filter Algorithm for Robust Object Tracking

Toyohiro Hayashi Shuichi Enokida

Year: 2012 Journal: Signal and Image Processing

DOI: 10.2316/p.2012.759-009

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Abstract

Object tracking is a key objective of research in image engineering and considerable research has been directed toward developing tracking techniques based on particle filtering, which generally utilizes similarities in color, shape, texture, other attributes, techniques of a target in likelihood calculations.

Keywords:

Particle filter Tracking (education) Computer vision Artificial intelligence Computer science Video tracking Key (lock) Object (grammar) Tracking system Filter (signal processing) Mean-shift Pattern recognition (psychology) Algorithm

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Advanced Measurement and Detection Methods

Physical Sciences → Engineering → Electrical and Electronic Engineering

Infrared Target Detection Methodologies

Physical Sciences → Engineering → Aerospace Engineering

Image and Video Stabilization

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

The Hierarchical Particle Filter Algorithm for Robust Object Tracking

Abstract

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