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MGMM : multiresolution Gaussian mixture models for computer vision
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Wilson, Roland (2000) MGMM : multiresolution Gaussian mixture models for computer vision. In: 15th International Conference on Pattern Recognition (ICPR-2000), Barcelona, Spain, 03-07 Sep 2000. Published in: 15th International Conference on Pattern Recognition, 2000. Proceedings. pp. 212-215. ISBN 0769507506. ISSN 1051-4651.
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Official URL: http://dx.doi.org/10.1109/ICPR.2000.905305
Abstract
This paper introduces a new generalisation of scale-space and pyramids, which combines statistical modelling with a spatial representation. The,representation uses the familial concept of multiple resolutions, bur applied to a Gaussian mixture representation of the image - hence the title MGMM. It is shown that MGMM call approximate any probability density. Examples show how MGMM call be applied to problems such as segmentation and motion analysis.
Item Type: | Conference Item (Lecture) | ||||
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Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software T Technology > TK Electrical engineering. Electronics Nuclear engineering |
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Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Series Name: | INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION | ||||
Journal or Publication Title: | 15th International Conference on Pattern Recognition, 2000. Proceedings. | ||||
Publisher: | IEEE | ||||
ISBN: | 0769507506 | ||||
ISSN: | 1051-4651 | ||||
Editor: | Sanfeliu, A and Villanueva, JJ and Vanrell, M and Alquezar, R and Eklundh, JO and Aloimonos, Y | ||||
Official Date: | 2000 | ||||
Dates: |
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Number of Pages: | 4 | ||||
Page Range: | pp. 212-215 | ||||
Status: | Not Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Conference Paper Type: | Lecture | ||||
Title of Event: | 15th International Conference on Pattern Recognition (ICPR-2000) | ||||
Type of Event: | Conference | ||||
Location of Event: | Barcelona, Spain | ||||
Date(s) of Event: | 03-07 Sep 2000 |
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