Spatial Object Tracking Using an Enhanced Mean Shift Method Based on Perceptual Spatial-Space Generation Model
Joint Authors
Du, Junping
Han, Pengcheng
Fang, Ming
Source
Journal of Applied Mathematics
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-04-11
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Object tracking is one of the fundamental problems in computer vision, but existing efficient methods may not be suitable for spatial object tracking.
Therefore, it is necessary to propose a more intelligent mathematical model.
In this paper, we present an intelligent modeling method using an enhanced mean shift method based on a perceptual spatial-space generation model.
We use a series of basic and composite graphic operators to complete signal perceptual transformation.
The Monte Carlo contour detection method could overcome the dimensions problem of existing local filters.
We also propose the enhanced mean shift method with estimation of spatial shape parameters.
This method could adaptively adjust tracking areas and eliminate spatial background interference.
Extensive experiments on a variety of spatial video sequences with comparison to several state-of-the-art methods demonstrate that our method could achieve reliable and accurate spatial object tracking.
American Psychological Association (APA)
Han, Pengcheng& Du, Junping& Fang, Ming. 2013. Spatial Object Tracking Using an Enhanced Mean Shift Method Based on Perceptual Spatial-Space Generation Model. Journal of Applied Mathematics،Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-470807
Modern Language Association (MLA)
Han, Pengcheng…[et al.]. Spatial Object Tracking Using an Enhanced Mean Shift Method Based on Perceptual Spatial-Space Generation Model. Journal of Applied Mathematics No. 2013 (2013), pp.1-13.
https://search.emarefa.net/detail/BIM-470807
American Medical Association (AMA)
Han, Pengcheng& Du, Junping& Fang, Ming. Spatial Object Tracking Using an Enhanced Mean Shift Method Based on Perceptual Spatial-Space Generation Model. Journal of Applied Mathematics. 2013. Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-470807
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-470807