Video foreground extraction for mobile camera platforms

Video foreground extraction for mobile camera platforms

Foreground object detection is a fundamental task in computer vision with many applications in areas such as object tracking, event identification, and behavior analysis. Most conventional foreground object detection methods work only in a stable illumination environments using fixed cameras. In rea...

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Bibliographic Details
Main Author: Leoputra, Wilson Suryajaya
Format: Thesis
Language:English
Published: Curtin University 2009
Subjects:
large-scale mobile surveillance applications
behavior analysis
computer vision
scale invariant feature transform (SIFT)
event identification
histogram of oriented gradient (HOGB)
foreground object detection
object tracking
changing illumination conditions
low frame capture rates
kernel density estimation (KDE)
Online Access:http://hdl.handle.net/20.500.11937/1384

Internet

http://hdl.handle.net/20.500.11937/1384

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