Shape-Constrained Tracking with Active Contours
V. Uhlmann, D. Schmitter, M. Unser
SIAM Conference on Imaging Science (IS'16), Albuquerque NM, USA, May 23-26, 2016, session MS10.
We propose a shape-constrained tracking framework based on active contours for the study of worm motility. The main ingredient of our approach is the formulation of a shape space, which defines a set of admitted transformations of the worm body. It allows for the decomposition of worm motion into a collection of modes, hence giving insights into the nature of the different locomotion patterns present in a dataset.
@INPROCEEDINGS(http://bigwww.epfl.ch/publications/uhlmann1604.html,
AUTHOR="Uhlmann, V. and Schmitter, D. and Unser, M.",
TITLE="Shape-Constrained Tracking with Active Contours",
BOOKTITLE="{SIAM} Conference on Imaging Science ({IS'16})",
YEAR="2016",
editor="",
volume="",
series="",
pages="",
address="Albuquerque NM, USA",
month="May 23-26,",
organization="",
publisher="",
note="session MS10")
© 2016 SIAM. Personal use of this material is permitted. However, permission to
reprint/republish this material for advertising or promotional purposes or for creating
new collective works for resale or redistribution to servers or lists, or to reuse any
copyrighted component of this work in other works must be obtained from SIAM.
This material is presented to ensure timely dissemination of scholarly and technical work.
Copyright and all rights therein are retained by authors or by other copyright holders.
All persons copying this information are expected to adhere to the terms and constraints
invoked by each author's copyright. In most cases, these works may not be reposted without
the explicit permission of the copyright holder.