DocumentCode
3063185
Title
A new inconsistency measure for linear systems and two applications in motion analysis
Author
Niu, Yan ; Dick, Anthony ; Brooks, Michael
Author_Institution
Sch. of Comput. Sci., Univ. of Adelaide, Adelaide, SA, Australia
fYear
2009
fDate
23-25 Nov. 2009
Firstpage
12
Lastpage
17
Abstract
This paper proposes a new measure that continuously measures the degree of inconsistency for a linear system. We apply the new measure to two essential vision problems. One is to predict the fidelity of a local optical flow computation system; The other is to detect motion boundaries. Experimental results on benchmark sequences validate the performance of the proposed measure on both problems.
Keywords
image sequences; linear systems; motion estimation; inconsistency measure; linear systems inconsistency degree; motion analysis; motion boundary detection; Australia; Computer science; Computer vision; Fluid flow measurement; Image motion analysis; Linear systems; Motion analysis; Motion measurement; Optical computing; Vectors; Optical flow; confidence measure; inconsistent linear system; motion boundary;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Vision Computing New Zealand, 2009. IVCNZ '09. 24th International Conference
Conference_Location
Wellington
ISSN
2151-2205
Print_ISBN
978-1-4244-4697-1
Electronic_ISBN
2151-2205
Type
conf
DOI
10.1109/IVCNZ.2009.5378427
Filename
5378427
Link To Document