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Improvement of Pixel Based Spatio-Temporal Correlation Analysis for Determining Optical Flow Velocity

Memoirs of the Faculty of Engineering, Yamaguchi University Volume 40 Issue 1 Page 231-239
published_at 1989-10
KJ00000156783.pdf
[fulltext] 766 KB
Title
時空間相関法によるオプティカル・フロー速度計測法の改良
Improvement of Pixel Based Spatio-Temporal Correlation Analysis for Determining Optical Flow Velocity
Creators Nomura Atsushi
Creators Miike Hidetoshi
Creators Koga Kazutoshi
Source Identifiers
To date, several methods determining optical flow have been proposed for stereo vision (passive ranging of depth and shape perception). ”Gradient method” and ”Matching method” are well known and representatives among them. But, there are many restrictions and problems to apply these methods to actual scene analysis. Recently, two of our authous proposed a new method for the determination of optical flow with pixel-based spatio-temporal correlation analysis of sequential image. One can determine optical flow velocity with fine accuracy and high density by the correlation method. However, there still exists some problems such as it needs enormous time for calculation and it is difficult to analyze a passage of plane wave. Both of these are key problems for real-time stereo vision analysis. In this paper, we develop our correlation method and propose new algorithms to conquer these problems. Usefulness of the new algorithms is confirmed with artificial images and an actual dynamic scene (chemical wave propagations).
Subjects
電気電子工学 ( Other)
Languages jpn
Resource Type departmental bulletin paper
Publishers 山口大学工学部
Date Issued 1989-10
File Version Version of Record
Access Rights open access
Relations
[ISSN]0372-7661
[NCID]AN00244228
Schools 工学部