Automatic background substitution using monocular camera and temporal foreground probability model

Sooyeong Kwak; Ilkwon Park; Juyong Lee; Hyeran Byun; Guntae Bae

doi:10.1145/1352793.1352899

Automatic background substitution using monocular camera and temporal foreground probability model

Sooyeong Kwak, Ilkwon Park, Juyong Lee, Hyeran Byun, Guntae Bae

College of Computing

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

This paper describes an automatic background substitution for PC-softphone applications. Different from previous works on this topic which are mostly using stereo camera, we provide a solution which can segment the foreground region with monocular camera which is not moving. There are three main contributions from this paper. First, our proposed algorithm can segment the foreground region without any manual initialization. Second, we improve accuracy of the foreground segmentation using the Temporal Foreground Probability Model(TFPM). Finally, natural composite image was achieved by adaptive color and intensity correction method

Original language	English
Title of host publication	Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008
Pages	506-510
Number of pages	5
DOIs	https://doi.org/10.1145/1352793.1352899
Publication status	Published - 2008
Event	2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008 - Suwon, Korea, Republic of Duration: 2008 Jan 31 → 2008 Feb 1

Publication series

Name	Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008

Other

Other	2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008
Country/Territory	Korea, Republic of
City	Suwon
Period	08/1/31 → 08/2/1

All Science Journal Classification (ASJC) codes

Computer Science Applications

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10.1145/1352793.1352899

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Kwak, S., Park, I., Lee, J., Byun, H., & Bae, G. (2008). Automatic background substitution using monocular camera and temporal foreground probability model. In Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008 (pp. 506-510). (Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008). https://doi.org/10.1145/1352793.1352899

Kwak, Sooyeong ; Park, Ilkwon ; Lee, Juyong et al. / Automatic background substitution using monocular camera and temporal foreground probability model. Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008. 2008. pp. 506-510 (Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008).

@inproceedings{6546f2559e0e48a39200f295e4abcf89,

title = "Automatic background substitution using monocular camera and temporal foreground probability model",

abstract = "This paper describes an automatic background substitution for PC-softphone applications. Different from previous works on this topic which are mostly using stereo camera, we provide a solution which can segment the foreground region with monocular camera which is not moving. There are three main contributions from this paper. First, our proposed algorithm can segment the foreground region without any manual initialization. Second, we improve accuracy of the foreground segmentation using the Temporal Foreground Probability Model(TFPM). Finally, natural composite image was achieved by adaptive color and intensity correction method",

author = "Sooyeong Kwak and Ilkwon Park and Juyong Lee and Hyeran Byun and Guntae Bae",

year = "2008",

doi = "10.1145/1352793.1352899",

language = "English",

isbn = "9781595939937",

series = "Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008",

pages = "506--510",

booktitle = "Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008",

note = "2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008 ; Conference date: 31-01-2008 Through 01-02-2008",

}

Kwak, S, Park, I, Lee, J, Byun, H & Bae, G 2008, Automatic background substitution using monocular camera and temporal foreground probability model. in Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008. Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008, pp. 506-510, 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008, Suwon, Korea, Republic of, 08/1/31. https://doi.org/10.1145/1352793.1352899

Automatic background substitution using monocular camera and temporal foreground probability model. / Kwak, Sooyeong; Park, Ilkwon; Lee, Juyong et al.

Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008. 2008. p. 506-510 (Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Lee, Juyong

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AU - Bae, Guntae

PY - 2008

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N2 - This paper describes an automatic background substitution for PC-softphone applications. Different from previous works on this topic which are mostly using stereo camera, we provide a solution which can segment the foreground region with monocular camera which is not moving. There are three main contributions from this paper. First, our proposed algorithm can segment the foreground region without any manual initialization. Second, we improve accuracy of the foreground segmentation using the Temporal Foreground Probability Model(TFPM). Finally, natural composite image was achieved by adaptive color and intensity correction method

AB - This paper describes an automatic background substitution for PC-softphone applications. Different from previous works on this topic which are mostly using stereo camera, we provide a solution which can segment the foreground region with monocular camera which is not moving. There are three main contributions from this paper. First, our proposed algorithm can segment the foreground region without any manual initialization. Second, we improve accuracy of the foreground segmentation using the Temporal Foreground Probability Model(TFPM). Finally, natural composite image was achieved by adaptive color and intensity correction method

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DO - 10.1145/1352793.1352899

M3 - Conference contribution

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T3 - Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008

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BT - Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008

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Kwak S, Park I, Lee J, Byun H, Bae G. Automatic background substitution using monocular camera and temporal foreground probability model. In Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008. 2008. p. 506-510. (Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, ICUIMC-2008). doi: 10.1145/1352793.1352899

Automatic background substitution using monocular camera and temporal foreground probability model

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