PET reconstruction using a cooperative coevolution strategy in LOR space

IEEE Nuclear Science Symposium Conference Record

Volumn , Issue , 2009, Pages 3363-3366

  Vidal, Franck P ^a,b   Louchet, Jean ^c,d   Rocchisani, Jean Marie ^e   Lutton, Évelyne ^a  

^a INRIA SACLAY   (France)

^b DIF   (France)

^c Île de APIS   (France)

^d Artenia   (France)

^e UNIVERSITÉ PARIS 13   (France)

Author keywords

Genetic algorithms; Optimization methods; Positron emission tomography

Indexed keywords

3D TOMOGRAPHIC RECONSTRUCTION; ARTIFICIAL EVOLUTION; COMPUTING POWER; COOPERATIVE CO-EVOLUTION; EVOLUTIONARY COMPUTATIONS; FULLY 3D RECONSTRUCTION; NOVEL METHODS; OPTIMISATIONS; OPTIMIZATION METHOD; OPTIMIZATION METHODS; TOMOGRAPHIC RECONSTRUCTION;

COMPUTATIONAL EFFICIENCY; EVOLUTIONARY ALGORITHMS; IMAGE RECONSTRUCTION; NUCLEAR PHYSICS; OPTIMIZATION; POSITRONS; REPAIR; THREE DIMENSIONAL;

POSITRON EMISSION TOMOGRAPHY;

EID: 77951194883     PISSN: 10957863     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NSSMIC.2009.5401758     Document Type: Conference Paper

References (11)

1. G. Olague, S. Cagnoni, and E. Lutton, "Introduction to the special issue on evolutionary computer vision and image understanding," Pattern Recognition Letters, vol. 27, no. 11, pp. 1161-1163, 2006.
2. C. Pea-Reyes and M. Sipper, "Evolutionary computation in medicine: an overview," Artificial Intelligence in Medicine, vol. 19, no. 1, pp. 1-23, 2000.
3. P. A. N. Bosman and T. Alderliesten, "Evolutionary algorithms for medical simulations: a case study in minimally-invasive vascular interventions," in Proceedings of the 2005 workshops on Genetic and evolutionary computation (GECCO '05), 2005, pp. 125-132.
4. S. Cagnoni, A. B. Dobrzeniecki, R. Poli, and J. C. Yanch, "Genetic algorithm-based interactive segmentation of 3d medical images," Image and Vision Computing, vol. 17, no. 12, pp. 881-895, 1999.
5. K. Völk, J. F. Miller, and S. L. Smith, "Multiple network CGP for the classification of mammograms," in EvoWorkshops, ser. Lecture Notes in Computer Science, vol. 5484. Springer, 2009, pp. 405-413.
6. J. Louchet, "Stereo analysis using individual evolution strategy," in Proceedings of the International Conference on Pattern Recognition (ICPR '00), 2000, p. 1908.
7. A. Bousquet, J. Louchet, and J.-M. Rocchisani, "Fully three-dimensional tomographic evolutionary reconstruction in nuclear medicine," in Artificial Evolution (EA '07), ser. Lecture Notes in Computer Science, vol. 4926, 2007, pp. 231-242.
8. F. H. Fahey, "Data acquisition in PET imaging," Journal of Nuclear Medicine Technology, vol. 30, no. 2, pp. 39-49, 2002.
9. L. A. Shepp and Y. Vardi, "Maximum likelihood reconstruction for emission tomography," IEEE Transactions on Medical Imaging, vol. 1, no. 2, pp. 113-122, 1982.
10. H. M. Hudson and R. S. Larkin, "Accelerated image reconstruction using ordered subsets of projection data," IEEE Transactions on Medical Imaging, vol. 13, no. 4, pp. 601-609, 1994.
11. R. M. Lewitt and S. Matej, "Overview of methods for image reconstruction from projections in emission computed tomography," Proceedings of IEEE, vol. 91, no. 10, pp. 1588-1611, 2003.