Title :
A motion confidence measure from phase information
Author :
To, Long ; Pickering, Murk ; Frater, M. ; Arnold, John
Author_Institution :
Sch. of Inf. Technol. & Electr. Eng., Australian Defence Force Acad., Canberra, ACT, Australia
Abstract :
The reliance of many video processing techniques on motion estimation requires a good motion confidence measure, in order to ensure that unreliable estimations are not accepted into a system. This paper proposes a new measure of motion confidence based on phase information from Fourier transform of a video frame. Using the measure, blocks associated with unreliable motion estimation are detected efficiently and accurately. The merit of the technique is a much improved sensitivity over circumstances where other measures show ambiguity. This improvement is demonstrated through our experimental and analytical results.
Keywords :
Fourier transforms; image matching; motion estimation; motion measurement; Fourier transform; motion confidence measure; motion estimation; phase information; video frame; video processing technique; Area measurement; Force measurement; Frequency conversion; Frequency estimation; Information technology; Motion estimation; Motion measurement; Phase estimation; Phase measurement; Tracking;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1421631