Region-based foreground extraction
Region-based foreground extraction
We propose a region-based method to extract foreground regions from colour video sequences. The foreground region is decided by voting with scores from background subtraction to the sub-regions by graph-based segmentation. Experiments show that the proposed algorithm improves on conventional approaches especially in strong shadow regions.
Background subtraction, Graph algorithm, Conventional approach, Foreground extraction, Foreground regions, Graph-based segmentation, Region-based, Region-based methods, Shadow regions, Sub-regions, Video sequences, Video recording, Image segmentation
Kim, H.
2c7c135c-f00b-4409-acb2-85b3a9e8225f
Hilton, Adrian
12782a55-4c4d-4dfb-a690-62505f6665db
2008
Kim, H.
2c7c135c-f00b-4409-acb2-85b3a9e8225f
Hilton, Adrian
12782a55-4c4d-4dfb-a690-62505f6665db
Kim, H. and Hilton, Adrian
(2008)
Region-based foreground extraction.
In,
IET 5th European Conference on Visual Media Production (CVMP 2008).
CVMP (21/11/08)
(doi:10.1049/cp:20081068).
Record type:
Book Section
Abstract
We propose a region-based method to extract foreground regions from colour video sequences. The foreground region is decided by voting with scores from background subtraction to the sub-regions by graph-based segmentation. Experiments show that the proposed algorithm improves on conventional approaches especially in strong shadow regions.
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Published date: 2008
Additional Information:
Cited By :1
Export Date: 30 April 2020
Venue - Dates:
CVMP, 2008-11-21
Keywords:
Background subtraction, Graph algorithm, Conventional approach, Foreground extraction, Foreground regions, Graph-based segmentation, Region-based, Region-based methods, Shadow regions, Sub-regions, Video sequences, Video recording, Image segmentation
Identifiers
Local EPrints ID: 440559
URI: http://eprints.soton.ac.uk/id/eprint/440559
PURE UUID: 7119db81-8276-4476-a670-985fbb16e341
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Date deposited: 07 May 2020 16:31
Last modified: 17 Mar 2024 04:01
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Author:
H. Kim
Author:
Adrian Hilton
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