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Region-based foreground extraction

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
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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More information

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
ORCID for H. Kim: ORCID iD orcid.org/0000-0003-4907-0491

Catalogue record

Date deposited: 07 May 2020 16:31
Last modified: 23 May 2020 00:47

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