Robust rigid registration of retinal angiograms through optimization

Computerized Medical Imaging and Graphics

Volumn 30, Issue 8, 2006, Pages 453-463

  Dréo, Johann ^a   Nunes, Jean Claude ^a   Siarry, Patrick ^a  

^a UNIVERSITÉ PARIS EST CRÉTEIL   (France)

Author keywords

Global search; Image registration; Local search; Mathematical morphology; Metaheuristic; Optimization; Retinal angiography

Indexed keywords

ANGIOGRAPHY; COMPUTER AIDED DIAGNOSIS; IMAGE ANALYSIS; MATHEMATICAL TECHNIQUES; OPHTHALMOLOGY; OPTIMIZATION;

GLOBAL SEARCH; IMAGE REGISTRATION; LOCAL SEARCH; METAHEURISTICS; RETINAL ANGIOGRAPHY;

MEDICAL IMAGING;

FLUORESCEIN; INDOCYANINE GREEN;

ALGORITHM; ARTICLE; FLUORESCENCE; IMAGE PROCESSING; MODEL; PRIORITY JOURNAL; RETINA ANGIOGRAPHY; RETINA IMAGE; SIGNAL NOISE RATIO;

ALGORITHMS; ANGIOGRAPHY; FLUORESCEIN ANGIOGRAPHY; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; RETINAL VESSELS;

EID: 33751249312     PISSN: 08956111     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compmedimag.2006.07.004     Document Type: Article

References (28)

1. Bangham J.A., Harvey R., and Ling P.D. Morphological scale-space preserving transforms in many dimensions. J Electron Imag 5 (1996) 283-299
2. Berger J.W., Leventon M.E., Hata N., Wells W., and Kinikis R. Design considerations for a computer-vision-enabled ophtalmic augmented reality environment. Lect Notes Comput Sci 1205 (1999) 399-410
3. Bonabeau E., Dorigo M., and Theraulaz G. Swarm intelligence, from natural to artificial systems (1999), Oxford University Press
4. Brown L.G. A survey of image registration techniques. ACM Comput Surv 24 (1992) 325-376
5. Can A, Stewart CV. Robust hierarchical algorithm for constructing a mosaic from images of the curved human retina. In: IEEE Conference on Computer Vision and Pattern Recognition, vol. 22; 1999.
6. Cideciyan AV, Jacobson SG, Kemp CM, Knighton RW, Nagel JH. Registration of high resolution images of the retina. In: SPIE: Medical Imaging VI: Image Processing, vol. 1652; 1992, p. 310-22.
7. Dréo J, Siarry P. Un algorithme de colonie de fourmis en variables continues hybridé avec un algorithme de recherche locale. In: 5ème Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2003), Avignon, France, February 2003.
8. Dréo J., and Siarry P. Continuous interacting ant colony algorithm based on dense heterarchy. Future Gener Comput Sys 20 5 (2004) 841-856
9. Gurson A.P. Simplex search behavior in nonlinear optimization (1999), Bachelor of Science, College of William & Mary, Virginia
10. Hampson F.J., and Pesquet J.C. Motion estimation in the presence of illumination variations. Signal Process: Image Commun 16 (2000) 373-381
11. Hart WE, Goldbaum MH. Registering retinal images using automatically selected control point pairs. In: IEEE International Conference on Image Processing; 1994.
12. Hill D.L.G., Batchelor P.G., Holden M., and Hawkes D.J. Medical image registration. Phys Med Biol 46 (2001) 1-45
13. Irani M., Rousso B., and Peleg S. Computing occluding and transparent motion. IJCV 12 (1994) 5-16
14. Jenkinson M., and Smith S. A global optimisation method for robust affine registration of brain images. Med Image Anal 5 (2001) 143-156
15. Kim M., Jeon J.C., Kwak J.S., Lee M.H., and Ahn C. Moving object segmentation in video sequences by user interaction and automatic object tracking. Image Vis Comput 19 (2001) 245-260
16. Maintz J.B.A., and Viergerver M.A. A survey of medical image registration. Med Image Anal 2 (1998) 1-36
17. Mukhopadhyay S., and Chanda B. Fusion of 2D grayscale images using multiscale morphology. Pattern Recogn 34 (2001) 606-619
18. Nelder J.A., and Mead R. A simplex method for function minimization. Comput J 7 (1965) 308-313
19. Nunes J.C., Bouaoune Y., Deléchelle E., and Bunel P. A multiscale elastic registration scheme for retinal angiograms. Comput Vis Images Understand 95 (2004) 129-149
20. Odobez JM, Bouthemy P. Robust multi-resolution estimation of parametric motion models applied to complex scenes. Technical Report 788, IRISA; 1994.
21. Pinz A., Bernögger S., Datlinger P., and Kruger A. Mapping the human retina. IEEE Trans Med Imag 17 (1998) 606-619
22. Richard G., Soubrane G., and Yannuzzi L.A. Fluorescein and ICG angiography. Thieme (1998)
23. Ritter N., Owens R., Cooper J., Eikelboom R.H., and Saarloos P.P.V. Registration of stereo and temporal images of the retina. IEEE Trans Med Imag 18 (1999) 404-418
24. Roche A, Malandain G, Ayache N, Prima S. Towards a better comprehension of similarity measures used in medical image registration. In: MICCAI; 1999.
25. Simo A., and de Ves E. Segmentation of macular fluorescein angiographies, a statistical aproach. Pattern Recogn 34 (2001) 795-809
26. Yu JJ-H, Hung B-N, Liou C-L. Fast algorithm for digital retinal image alignment. In: IEEE Annual International Conference on Engineering Medicine Biology Society, Images Twenty-First Century, vol. 2; 1989, p. 374-75.
27. Zana F., and Klein J.C. A multimodal registration algorithm of eye fundus images using vessels detection and Hough transform. IEEE Trans Med Imag 18 (1999) 419-458
28. Zhang Z., and Blum R.S. A hybrid image registration technique for a digital camera image fusion application. Inform Fusion 2 (2001) 135-149