DocumentCode :
3253922
Title :
Moving object velocity estimation by appropriately choosing spatial frequencies in the MixeD domain
Author :
Wu, Shengli ; Hamada, Nozomu
Author_Institution :
Dept. of Syst. Design Eng., Keio Univ., Yokohama, Japan
fYear :
1999
fDate :
1999
Firstpage :
99
Lastpage :
102
Abstract :
To estimate moving objects velocity in an image sequence is useful for a variety of applications, such as computer vision and monitoring systems. An effective way is to approach it in the transform/spatiotemporal mixed domain (MixeD), but it remains a problem how to select several 2-D spatial frequency points in MixeD domain which may influence the accuracy of velocity estimation and object detection. We propose a method to approach the velocity estimation problem by automatically selecting only two appropriate points in 2-D spatial frequency domain, the selection is achieved by using the established evaluation function together with a threshold. The simulation results show that the proposed method is effective on the selection of spatial frequency points
Keywords :
adaptive signal processing; computer vision; discrete Fourier transforms; frequency-domain analysis; image sequences; motion estimation; multidimensional signal processing; object detection; 2D spatial frequency domain; 2D spatial frequency points selection; 3D signal processing; DFT; MixeD domain; adaptive selection method; computer vision; evaluation function; image sequence; monitoring systems; moving object velocity estimation; object detection; simulation results; spatial frequencies; threshold; transform/spatiotemporal mixed domain; Band pass filters; Design engineering; Discrete Fourier transforms; Equations; Fourier transforms; Frequency domain analysis; Frequency estimation; Object detection; Signal processing; Systems engineering and theory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, Computers and Signal Processing, 1999 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-5582-2
Type :
conf
DOI :
10.1109/PACRIM.1999.799487
Filename :
799487
Link To Document :
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