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Extraction of 3D scene structure for semantic annotation and retrieval of unedited video

: Feldmann, I.; Waizenegger, W.; Schreer, O.


IEEE Signal Processing Society:
2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 08. Proceedings. Vol. 1 : Cairns, Queensland, Australia, 8 - 10 October 2008
Piscataway, NJ: IEEE, 2008
ISBN: 978-1-4244-2294-4
ISBN: 978-1-4244-2295-1
Workshop on Multimedia Signal Processing (MMSP) <10, 2008, Cairns>
Fraunhofer HHI ()

In this paper we discuss the application of 3D scene reconstruction techniques in the area of automatic semantic annotation, search and retrieval of unedited video footage. Rather than working with static key-frames we exploit the time-depended dynamic properties of a moving camera. Based on state of the art camera self calibration techniques we develop a powerful analysis chain. We demonstrate, that the reconstructed 3D scene information can be used to generate both, accurate low level scene descriptors as well as meaningful medium and high level semantic information. We show, that the proposed algorithms work even in case of sparse data sets. The proposed algorithms provide a powerful working base for further investigations in the area of low, medium and high level extraction of semantic information for unedited video.