Vorträge und Posterpräsentationen (mit Tagungsband-Eintrag):
M. Zeppelzauer, M. Zaharieva, D. Mitrovic, C. Breiteneder:
"A Novel Trajectory Clustering Approach for Motion Segmentation";
Vortrag: Multimedia Modeling Conference,
Chongqing, China;
06.01.2010
- 08.01.2010; in: "Advances in Multimedia Modeling",
Springer,
Lecture Notes in Computer Science, 5916
(2010),
ISBN: 978-3-642-11300-0;
S. 433
- 443.
Kurzfassung deutsch:
-
Kurzfassung englisch:
We propose a novel clustering scheme for spatio-temporal
segmentation of sparse motion fields obtained from feature tracking. The
approach allows for the segmentation of meaningful motion components
in a scene, such as short- and long-term motion of single objects, groups
of objects and camera motion. The method has been developed within a
project on the analysis of low-quality archive films. We qualitatively and
quantitatively evaluate the performance and the robustness of the ap-
proach. Results show, that our method successfully segments the motion
components even in particularly noisy sequences.
Elektronische Version der Publikation:
http://publik.tuwien.ac.at/files/PubDat_181914.pdf