Detection and Tracking of Moving Objects for Mosaic Image Generation

Möller B, Posch S (2001)
In: Pattern Recognition. Proc. of 23rd DAGM Symposium. Radig B, Florczyk S (Eds); Lecture Notes in Computer Science, 2191. Berlin: Springer: 208-215.

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Konferenzbeitrag | Veröffentlicht | Englisch
Autor
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Herausgeber
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Abstract / Bemerkung
Mosaic images provide an efficient representation of image sequences and simplify scene exploration and analysis. However, the application of conventional methods to generate mosaics of scenes with moving objects causes integration errors and a loss of dynamic information. In this paper a method to compute mosaics of dynamic scenes is presented addressing the above mentioned problems. Moving pixels are detected in the images and not integrated in the mosaic yielding a consistent representation of the static scene background. Furthermore, dynamic object information is extracted by tracking moving regions. To account for unavoidable variances in region segmentation topologically neighboring regions are grouped into sets before tracking. The regions’ and objects’ motion characteristics are described by trajectories. Along with the background mosaic they provide a complete representation of the underlying scene which is idealy suited for further analysis.
Erscheinungsjahr
Titel des Konferenzbandes
Pattern Recognition. Proc. of 23rd DAGM Symposium
Band
2191
Seite
208-215
Konferenz
23rd DAGM Symposium
Konferenzort
Munich, Germany
Konferenzdatum
2001-09-12 – 2001-09-14
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Möller B, Posch S. Detection and Tracking of Moving Objects for Mosaic Image Generation. In: Radig B, Florczyk S, eds. Pattern Recognition. Proc. of 23rd DAGM Symposium. Lecture Notes in Computer Science. Vol 2191. Berlin: Springer; 2001: 208-215.
Möller, B., & Posch, S. (2001). Detection and Tracking of Moving Objects for Mosaic Image Generation. In B. Radig & S. Florczyk (Eds.), Lecture Notes in Computer Science: Vol. 2191. Pattern Recognition. Proc. of 23rd DAGM Symposium (pp. 208-215). Berlin: Springer.
Möller, B., and Posch, S. (2001). “Detection and Tracking of Moving Objects for Mosaic Image Generation” in Pattern Recognition. Proc. of 23rd DAGM Symposium, Radig, B., and Florczyk, S. eds. Lecture Notes in Computer Science, vol. 2191, (Berlin: Springer), 208-215.
Möller, B., & Posch, S., 2001. Detection and Tracking of Moving Objects for Mosaic Image Generation. In B. Radig & S. Florczyk, eds. Pattern Recognition. Proc. of 23rd DAGM Symposium. Lecture Notes in Computer Science. no.2191 Berlin: Springer, pp. 208-215.
B. Möller and S. Posch, “Detection and Tracking of Moving Objects for Mosaic Image Generation”, Pattern Recognition. Proc. of 23rd DAGM Symposium, B. Radig and S. Florczyk, eds., Lecture Notes in Computer Science, vol. 2191, Berlin: Springer, 2001, pp.208-215.
Möller, B., Posch, S.: Detection and Tracking of Moving Objects for Mosaic Image Generation. In: Radig, B. and Florczyk, S. (eds.) Pattern Recognition. Proc. of 23rd DAGM Symposium. Lecture Notes in Computer Science. 2191, p. 208-215. Springer, Berlin (2001).
Möller, Brgit, and Posch, Stefan. “Detection and Tracking of Moving Objects for Mosaic Image Generation”. Pattern Recognition. Proc. of 23rd DAGM Symposium. Ed. Bernd Radig and Stefan Florczyk. Berlin: Springer, 2001.Vol. 2191. Lecture Notes in Computer Science. 208-215.

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