A method of image processing algorithm evaluation based on orthogonal experimental design

Zhao Pei; Yanning Zhang; Zenggang Lin; Heng Zhou; Hui Wang

doi:10.1109/ICIG.2009.115

A method of image processing algorithm evaluation based on orthogonal experimental design

Zhao Pei
, Yanning Zhang
, Zenggang Lin
, Heng Zhou
, Hui Wang

School of Computer Science

Northwestern Polytechnical University Xian
China Airborne Missle Academy

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

9 Scopus citations

Abstract

Orthogonal experimental design, an effective method of multi-factors researches, is capable of reducing the times of experiments, determining the sequence of priority of influencing factors rapidly and figuring out the best parameters and confidence degree. The novel characteristic of this paper is to apply the orthogonal experimental design into the evaluation research of image processing algorithms. It can determine the sequence of priority of influencing factors and confidence degree by analyzing the range and variance of the results with experimental scheme. The experimental results demonstrate that the proposed method can accurately measure the sequence of priority of influencing factors by fewer experiments accurately, and also reflect the algorithm performance scientifically.

Original language	English
Title of host publication	Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009
Publisher	IEEE Computer Society
Pages	629-633
Number of pages	5
ISBN (Print)	9780769538839
DOIs	https://doi.org/10.1109/ICIG.2009.115
State	Published - 2009
Event	5th International Conference on Image and Graphics, ICIG 2009 - Xi'an, Shanxi, China Duration: 20 Sep 2009 → 23 Sep 2009

Publication series

Name	Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009

Conference

Conference	5th International Conference on Image and Graphics, ICIG 2009
Country/Territory	China
City	Xi'an, Shanxi
Period	20/09/09 → 23/09/09

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10.1109/ICIG.2009.115

Cite this

Pei, Z., Zhang, Y., Lin, Z., Zhou, H., & Wang, H. (2009). A method of image processing algorithm evaluation based on orthogonal experimental design. In Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009 (pp. 629-633). Article 5437596 (Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009). IEEE Computer Society. https://doi.org/10.1109/ICIG.2009.115

@inproceedings{fd68e0bb91ec4fb0a9047e2975dd1eed,

title = "A method of image processing algorithm evaluation based on orthogonal experimental design",

abstract = "Orthogonal experimental design, an effective method of multi-factors researches, is capable of reducing the times of experiments, determining the sequence of priority of influencing factors rapidly and figuring out the best parameters and confidence degree. The novel characteristic of this paper is to apply the orthogonal experimental design into the evaluation research of image processing algorithms. It can determine the sequence of priority of influencing factors and confidence degree by analyzing the range and variance of the results with experimental scheme. The experimental results demonstrate that the proposed method can accurately measure the sequence of priority of influencing factors by fewer experiments accurately, and also reflect the algorithm performance scientifically.",

author = "Zhao Pei and Yanning Zhang and Zenggang Lin and Heng Zhou and Hui Wang",

year = "2009",

doi = "10.1109/ICIG.2009.115",

language = "英语",

isbn = "9780769538839",

series = "Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009",

publisher = "IEEE Computer Society",

pages = "629--633",

booktitle = "Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009",

note = "5th International Conference on Image and Graphics, ICIG 2009 ; Conference date: 20-09-2009 Through 23-09-2009",

}

Pei, Z, Zhang, Y, Lin, Z, Zhou, H & Wang, H 2009, A method of image processing algorithm evaluation based on orthogonal experimental design. in Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009., 5437596, Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009, IEEE Computer Society, pp. 629-633, 5th International Conference on Image and Graphics, ICIG 2009, Xi'an, Shanxi, China, 20/09/09. https://doi.org/10.1109/ICIG.2009.115

A method of image processing algorithm evaluation based on orthogonal experimental design. / Pei, Zhao; Zhang, Yanning; Lin, Zenggang et al.
Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009. IEEE Computer Society, 2009. p. 629-633 5437596 (Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009).

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

TY - GEN

T1 - A method of image processing algorithm evaluation based on orthogonal experimental design

AU - Pei, Zhao

AU - Zhang, Yanning

AU - Lin, Zenggang

AU - Zhou, Heng

AU - Wang, Hui

PY - 2009

Y1 - 2009

N2 - Orthogonal experimental design, an effective method of multi-factors researches, is capable of reducing the times of experiments, determining the sequence of priority of influencing factors rapidly and figuring out the best parameters and confidence degree. The novel characteristic of this paper is to apply the orthogonal experimental design into the evaluation research of image processing algorithms. It can determine the sequence of priority of influencing factors and confidence degree by analyzing the range and variance of the results with experimental scheme. The experimental results demonstrate that the proposed method can accurately measure the sequence of priority of influencing factors by fewer experiments accurately, and also reflect the algorithm performance scientifically.

AB - Orthogonal experimental design, an effective method of multi-factors researches, is capable of reducing the times of experiments, determining the sequence of priority of influencing factors rapidly and figuring out the best parameters and confidence degree. The novel characteristic of this paper is to apply the orthogonal experimental design into the evaluation research of image processing algorithms. It can determine the sequence of priority of influencing factors and confidence degree by analyzing the range and variance of the results with experimental scheme. The experimental results demonstrate that the proposed method can accurately measure the sequence of priority of influencing factors by fewer experiments accurately, and also reflect the algorithm performance scientifically.

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DO - 10.1109/ICIG.2009.115

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SN - 9780769538839

T3 - Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009

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BT - Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009

PB - IEEE Computer Society

T2 - 5th International Conference on Image and Graphics, ICIG 2009

Y2 - 20 September 2009 through 23 September 2009

ER -

Pei Z, Zhang Y, Lin Z, Zhou H, Wang H. A method of image processing algorithm evaluation based on orthogonal experimental design. In Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009. IEEE Computer Society. 2009. p. 629-633. 5437596. (Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009). doi: 10.1109/ICIG.2009.115

A method of image processing algorithm evaluation based on orthogonal experimental design

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