MOTION ANALYSIS VIA INTERFRAME POINT CORRESPONDENCE ESTABLISHMENT

Citation
V. Shapiro et al., MOTION ANALYSIS VIA INTERFRAME POINT CORRESPONDENCE ESTABLISHMENT, Image and vision computing, 13(2), 1995, pp. 111-118
Citations number
25
Categorie Soggetti
Computer Sciences, Special Topics",Optics,"Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence","Computer Science Software Graphycs Programming","Computer Science Theory & Methods
Journal title
ISSN journal
02628856
Volume
13
Issue
2
Year of publication
1995
Pages
111 - 118
Database
ISI
SICI code
0262-8856(1995)13:2<111:MAVIPC>2.0.ZU;2-R
Abstract
The matter of feature correspondence is essential for motion analysis. As the most general case of motion, we consider the case of particle tracking in fluid. Particles are treated as single points of their cen troids. The problem of the point correspondence is stated as a total p ath optimization task, solved by using the dynamic programming techniq ue. This new global approach is more promising than the local techniqu es that have been used so far. The pairing consistency is additionally checked via a statistical test. The method is suitable for rigid moti on tracking as well. Preliminary experiments both with fluid and solid body deformable surfaces have proven the method's flexibility and gen erality. The computational expenses of the algorithm are estimated, an d the performance results for 300-400 particle tracking tasks are clea rly promising.