Art

J-GLOBAL ID：202002282270105541   Reference number：20A0604642

Statistical Properties of the Phase-Only Correlation Functions Clarified through Directional Statistics

方向統計学に基づき解明される位相限定相関関数の統計的性質

Author (1)： YAMAKI SHUNSUKE (東北大学サイバーサイエンスセンター先端情報技術研究部)
Material： Fundamentals Review (Web)  (Fundam Rev (Web))
Volume： 13  Issue： 2  Page： 108-117(J-STAGE)  Publication year： 2019 
JST Material Number： U0221A  ISSN： 1882-0875  Document type： Article
Article type： 解説  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： pattern matching ,  *image analysis ,  statistics(science) ,  probability distribution ,  dispersion ,  SN ratio ,  correlation energy ,  digital filter ,  character(group theory) ,  *property
Semi thesaurus term： *phase-only correlation ,  performance character ,  correlation filter ,  statistical property ,  directional statistics

Author keywords (14)： 位相限定相関関数 ,  方向統計学 ,  円周確率分布 ,  平均方向 ,  円周分散 ,  SNR (Signal-to-Noise Ratio) ,  PCE (Peak-to-Correlation Energy) ,  Phase-Only Correlation Functions ,  Directional Statistics ,  Circular Probability Distributions ,  Mean Direction ,  Circular Variance ,  SNR (Signal-to-Noise Ratio) ,  PCE (Peak-to-Correlation Energy)

JST classification (2)： Graphic and image processing in general  (JE04010I) ,  Pattern recognition  (JE07000S)

Reference (19)：

• (1) C.D. Kuglin and D.C. Hines, “The phase correlation image alignment method,” Proc. Int. Conf. Cybernetics and Society, pp. 163-165, 1975.
• (2) G. Wolberg and S. Zokai, “Robust image registration using log-polar transform,” Proc. IEEE Int. Conf. Image Process. (IEEE ICIP), pp. 493-496, Vancouver, Canada, Sept. 2000.
• (3) H. Foroosh, J. Zerubia, and M. Berthod, “Extension of phase correlation to subpixel registration,” IEEE Trans. Image Process., vol. 11, no. 3, pp. 188-200, March 2002.
• (4) M. Hagiwara, M. Abe, and M. Kawamata, “Estimation method of frame displacement for old films using phase-only correlation,” Journal of Signal Processing, vol. 8, no. 5, pp. 421-429, Sept. 2004.
• (5) K. Miyazawa, K. Ito, T. Aoki, K. Kobayashi, and H. Nakajima, “An effective approach for iris recognition using phase-based image matching,” IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 10, pp. 1741-1756, Oct. 2008.

Terms in the title (4)： 方向統計学 ,  位相限定相関 ,  関数 ,  統計的性質