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Topological tracking of connected components in image sequences.

Authors :
Gonzalez-Diaz, Rocio
Jimenez, Maria-Jose
Medrano, Belen
Source :
Journal of Computer & System Sciences. Aug2018, Vol. 95, p134-142. 9p.
Publication Year :
2018

Abstract

Taking as input a time-varying sequence of 2D binary digital images, we develop an algorithm for encoding, in the so-called spatiotemporal barcode, lifetime of connected components that are moving in the sequence over time. Given a connected component in a specific time in the sequence, we can track it backwards, by what we call a spatiotemporal path. The main contribution of this paper lies in a new algorithm that computes spatiotemporal paths valid for both foreground and background and developed in a general context, setting the ground for tracking higher dimensional topological features in nD. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00220000
Volume :
95
Database :
Academic Search Index
Journal :
Journal of Computer & System Sciences
Publication Type :
Academic Journal
Accession number :
129153447
Full Text :
https://doi.org/10.1016/j.jcss.2017.12.005