Bayesian method for motion segmentation and tracking in compressed videos

Lecture Notes in Computer Science

Volumn 3663, Issue , 2005, Pages 277-284

  Treetasanatavorn, Siripong ^a   Rauschenbach, Uwe ^b   Heuer, Jörg ^b   Kaup, André ^a  

^a UNIVERSITY OF ERLANGEN NUREMBERG   (Germany)

^b SIEMENS AG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; IMAGE COMPRESSION; TRACKING (POSITION);

BAYESIAN ESTIMATION FRAMEWORK; CONFLICT RESOLUTION; TRACK MOTION SEGMENTS;

IMAGE SEGMENTATION;

EID: 27244445107     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11550518_35     Document Type: Conference Paper

References (15)

1. Wesenick, M. B.: Limitations of Human Visual Working Memory. PhD thesis, Ludwig-Maximilians-Universität München (2004)
2. Jaimes, A.: Conceptual Structures and Computational Methods for Indexing and Organization of Visual Information. PhD thesis, Columbia University (2003)
3. Kaup, A., Treetasanatavorn, S., Rauschenbach, U., Heuer, J.: Video analysis for universal multimedia messaging. In: Proc. IEEE SSIAI. (Apr. 2002) 211-215
4. Li, S.: Markov Random Field Modeling in Image Analysis. Springer-Verlag, Tokyo (2001)
5. Mayntz, C., Aach, T.: Nichtlineare Bayes-Restauration mittels eines verallgemeinerten Gau-Markov-Modells. In: Proc. DAGM Mustererkennung. (Sept. 1999) 111-119
6. Treetasanatavorn, S., et al.: Stochastic motion coherency analysis for motion vector field segmentation on compressed video sequences. In: Proc. WIAMIS. (Apr. 2005)
7. Treetasanatavorn, S., et al.: Model based segmentation of motion fields in compressed video sequences using partition projection and relaxation. In: Proc. VCIP. (Jul. 2005) to appear.
8. Aach, T., Kaup, A.: Bayesian algorithms for adaptive change detection in image sequences using Markov random fields. Sig. Proc.: Image Communication 7 (Aug. 1995) 148-160
9. Wang, R., Zhang, H.J., Zhang, Y.Q.: A confidence measure based moving object extraction system built for compressed domain. In: Proc. IEEE ISCAS. Volume V. (May 2000) 21-24
10. Chang, M.M., Tekalp, A.M., Sezan, M.I.: Simultaneous motion estimation and segmentation. IEEE Transactions on Image Processing 6 (Sept. 1997) 1326-1333
11. Kass, M., Witkin, A., Terzopoulos, D.: Snakes: Active contour models. International Journal of Computer Vision 1 (Jan. 1988) 321-331
12. Drummond, T., Cipolla, R.: Real-time visual tracking of complex structures. IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (July 2002) 932-946
13. Gu, C., Lee, M.C.: Semiautomatic segmentation and tracking of semantic video objects. IEEE Transactions on Circuits and Systems for Video Technology 8 (Sept. 1998) 572-584
14. Kreyszig, E.: Advanced Engineering Mathematics. 6 edn. John Wiley & Sons (1988)
15. Microsoft: (ISO/TEC 14496 Video Reference Software) Microsoft-FDAM1-2.3- 001213.