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.
UR - https://www.scopus.com/pages/publications/77952270463
U2 - 10.1109/ICIG.2009.115
DO - 10.1109/ICIG.2009.115
M3 - 会议稿件
AN - SCOPUS:77952270463
SN - 9780769538839
T3 - Proceedings of the 5th International Conference on Image and Graphics, ICIG 2009
SP - 629
EP - 633
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 -