Title :
Oriented structure of the occlusion distortion: is it reliable?
Author :
Yu, Weichuan ; Sommer, Gerald ; Beauchemin, Steven ; Daniilidis, Kostas
Author_Institution :
Dept. of Diagnostic Radiol., Yale Univ., New Haven, CT, USA
fDate :
9/1/2002 12:00:00 AM
Abstract :
In the energy spectrum of an occlusion sequence, the distortion term has the same orientation as the velocity of the occluding signal. Other works claimed that this oriented structure can be used to distinguish the occluding velocity from the occluded one. We argue that the orientation structure of the distortion cannot always work as a reliable feature due to the rapidly decreasing energy contribution. This already weak orientation structure is further blurred by a superposition of distinct distortion components. We also indicate that the superposition principle of Shizawa and Mase (1991) for multiple motion estimation needs to be adjusted
Keywords :
image sequences; motion estimation; spectral analysis; distortion term; energy spectrum; motion discontinuities; multiple motion estimation; occluded velocity; occluding velocity; occlusion distortion; occlusion sequence; optical flow; oriented structure; spectral analysis; superposition principle; Convolution; Distortion; Equations; Fourier transforms; Frequency domain analysis; Motion analysis; Motion estimation; Signal analysis; Spectral analysis;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.2002.1033220