A real-time video noise reduction algorithm in the dusk environment

Thou Ho Chen, Chao Yu Chen, Shi Feng Huang, Chin-Hsing Chen

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper is dedicated to achieving real-time video noise reduction in the dusk environment. For coping with the inherent problem of blur moving object, the basic idea behind the proposed method is to use different filtering strategies for background and foreground (i.e., moving object). Firstly, background and foreground are separated by changing detection technique and then the temporal averaging filter and spatial filter are utilized for recovering the background and foreground, respectively. Thus, detail preserving can be performed as well as noise reduction in the real-time process. Experimental results show that the proposed method manifests a better visual quality and provides a compressing ratio of above 90% and at least 15% over other filters.

Original languageEnglish
Title of host publicationProceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.
Pages531-534
Number of pages4
DOIs
Publication statusPublished - 2007 Dec 1
Event3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007 - Kaohsiung, Taiwan
Duration: 2007 Nov 262007 Nov 28

Publication series

NameProceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.
Volume2

Other

Other3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007
CountryTaiwan
CityKaohsiung
Period07-11-2607-11-28

Fingerprint

Noise abatement
Noise reduction
Filter

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Signal Processing
  • Information Systems and Management

Cite this

Chen, T. H., Chen, C. Y., Huang, S. F., & Chen, C-H. (2007). A real-time video noise reduction algorithm in the dusk environment. In Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007. (pp. 531-534). [4457765] (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.; Vol. 2). https://doi.org/10.1109/IIH-MSP.2007.55
Chen, Thou Ho ; Chen, Chao Yu ; Huang, Shi Feng ; Chen, Chin-Hsing. / A real-time video noise reduction algorithm in the dusk environment. Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. 2007. pp. 531-534 (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.).
@inproceedings{dbda4c61ea4f4c728a3a6a73f39f49b2,
title = "A real-time video noise reduction algorithm in the dusk environment",
abstract = "This paper is dedicated to achieving real-time video noise reduction in the dusk environment. For coping with the inherent problem of blur moving object, the basic idea behind the proposed method is to use different filtering strategies for background and foreground (i.e., moving object). Firstly, background and foreground are separated by changing detection technique and then the temporal averaging filter and spatial filter are utilized for recovering the background and foreground, respectively. Thus, detail preserving can be performed as well as noise reduction in the real-time process. Experimental results show that the proposed method manifests a better visual quality and provides a compressing ratio of above 90{\%} and at least 15{\%} over other filters.",
author = "Chen, {Thou Ho} and Chen, {Chao Yu} and Huang, {Shi Feng} and Chin-Hsing Chen",
year = "2007",
month = "12",
day = "1",
doi = "10.1109/IIH-MSP.2007.55",
language = "English",
isbn = "0769529941",
series = "Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.",
pages = "531--534",
booktitle = "Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.",

}

Chen, TH, Chen, CY, Huang, SF & Chen, C-H 2007, A real-time video noise reduction algorithm in the dusk environment. in Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.., 4457765, Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007., vol. 2, pp. 531-534, 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007, Kaohsiung, Taiwan, 07-11-26. https://doi.org/10.1109/IIH-MSP.2007.55

A real-time video noise reduction algorithm in the dusk environment. / Chen, Thou Ho; Chen, Chao Yu; Huang, Shi Feng; Chen, Chin-Hsing.

Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. 2007. p. 531-534 4457765 (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.; Vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - A real-time video noise reduction algorithm in the dusk environment

AU - Chen, Thou Ho

AU - Chen, Chao Yu

AU - Huang, Shi Feng

AU - Chen, Chin-Hsing

PY - 2007/12/1

Y1 - 2007/12/1

N2 - This paper is dedicated to achieving real-time video noise reduction in the dusk environment. For coping with the inherent problem of blur moving object, the basic idea behind the proposed method is to use different filtering strategies for background and foreground (i.e., moving object). Firstly, background and foreground are separated by changing detection technique and then the temporal averaging filter and spatial filter are utilized for recovering the background and foreground, respectively. Thus, detail preserving can be performed as well as noise reduction in the real-time process. Experimental results show that the proposed method manifests a better visual quality and provides a compressing ratio of above 90% and at least 15% over other filters.

AB - This paper is dedicated to achieving real-time video noise reduction in the dusk environment. For coping with the inherent problem of blur moving object, the basic idea behind the proposed method is to use different filtering strategies for background and foreground (i.e., moving object). Firstly, background and foreground are separated by changing detection technique and then the temporal averaging filter and spatial filter are utilized for recovering the background and foreground, respectively. Thus, detail preserving can be performed as well as noise reduction in the real-time process. Experimental results show that the proposed method manifests a better visual quality and provides a compressing ratio of above 90% and at least 15% over other filters.

UR - http://www.scopus.com/inward/record.url?scp=47349110697&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=47349110697&partnerID=8YFLogxK

U2 - 10.1109/IIH-MSP.2007.55

DO - 10.1109/IIH-MSP.2007.55

M3 - Conference contribution

SN - 0769529941

SN - 9780769529943

T3 - Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.

SP - 531

EP - 534

BT - Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.

ER -

Chen TH, Chen CY, Huang SF, Chen C-H. A real-time video noise reduction algorithm in the dusk environment. In Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. 2007. p. 531-534. 4457765. (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.). https://doi.org/10.1109/IIH-MSP.2007.55