Image segmentation by stochastically relaxing contour fitting

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 2167, Issue , 1994, Pages 18-27

  Toennies, Klaus D ^a   Rueckert, Daniel ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

DEFORMATION; LOCATION; MEDICAL IMAGE PROCESSING; OPTIMIZATION; STOCHASTIC SYSTEMS;

CONTOUR FITTINGS; CONTOUR MODIFICATION; DEFORMABLE MODELING; DEFORMATION PROCESS; GLOBAL PROPERTIES; SEARCHING TECHNIQUES; SEGMENTATION ALGORITHMS; STOCHASTIC OPTIMISATION;

IMAGE SEGMENTATION;

EID: 33747385189     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.175066     Document Type: Conference Paper

References (13)

1. Rosenfeld, A. and Kak, A.C. , Digital Picture Processing, Academic Press, Orlando, FL, 1982.
2. Zir, L.M. , Miller, S.W. , Dinsmore, R.E. , Gilber, J.P. and Harthorne, J.W. , 'Intra-observer variability in coronary angiography' , Circulation, Vol. 53, 1976, pp. 627-632.
3. Miller, J.V. , Breen, D.E. , Lorensen, W.E. , O'Bara, R.M. and Wozny, M.J. , 'Geometrically deformed models: A method for extracting closed geometrical models from volume data' , Computer Graphics, Vol. 25, No. 4, 1991 , pp. 217-226.
4. Miller, J.V., On GDMs: Geometrically Deformed Models for the Extraction of Closed Shapes from Volume Data, TR 90051, Rensselaer Polytechnic Institute, Troy, NY, 1990.
5. Friedland, N. and Adam, D. , 'Automatic ventricular cavity boundary detection from sequential ultrasound images using simulated annealing' , IEEE Transactions on Medical Imaging, Vol. MI-8, No. 4, 1989, pp. 344-353.
6. Rueckert, D. , Iterative, kantenorientierte Segmentierung durch 'Simulated Annealing ' Optirnierung, Student Thesis, Tecb. nische UniversitAt Berlin, 1993.
7. Bekey, G.A. and Masri, S. F. , 'Random search techniques for optimization of nonlinear systems with many parameters', Mathematics and Computers in Simulation, Vol. 25, 1983, 210-213.
8. Geman, S. and Geman, D. , 'Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images' , IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. PAMI-6, No. 6, 1984, pp. 721-741.
9. Laarhoven, P.J.M. and Aarts, A.H.L., Simulated Annealing: Theory and Applications, Reidel, 1987.
10. Ingber, L., 'Sinnilated annealing: Practice versus theory', Statistics and Computing, 1993.
11. Modestino, J.W. and Zhang, J., 'A markov-random field model-based approach to image interpretation', IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. PAMI-14, No. 6, 1992, pp. 606-615.
12. Hajek, B., 'Cooling schedules for optimal annealing', Mathe, natics of Operations Research, Vol. 13, 1988, pp. 321-329.
13. Nilsson, N.J., Principles of Artificial Intelligence, Springer-Verlag, 1982.