A Method of Image Processing Algorithm Evaluation Based on Orthogonal Ezperimental Design
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.
Zhao Pei Yanning Zhang Zenggang Lin Heng Zhou Hui Wang
School of Computer Science and Engineering, Northwestern Polytechnical University Xian, China China Airborne Missle Academy Luoyang, China
国际会议
The Fifth International Conference on Image and Graphics(第五届国际图像图形学学术会议 ICIG 2009)
西安
英文
629-633
2009-09-20（万方平台首次上网日期，不代表论文的发表时间）