Coronary Vessel Segmentation by Coarse-to-Fine Strategy using Otsu Algorithm and Decimation-Free Directional Filter Bank |
Trinh, Tan Dat
(Computer Science Department, Sai Gon University)
Tran, Thieu Bao (Computer Science Department, Sai Gon University) Thuy, Le Nhi Lam (Computer Science Department, Sai Gon University) Shimizu, Ikuko (Computer Science Department, Sai Gon University) Kim, Jin Young (Tokyo University of Agriculture and Technology) Bao, Pham The (Computer Science Department, Sai Gon University) |
1 | V. Mohan, el. al., "Vessel segmentation with automatic centerline extraction using tubular tree segmentation," Workshop on Cardiovascular Interventional Imaging and Biophysical Modeling, pp.1-8, 2009. |
2 | J. Sosa, "MIPAR - Premier Image Analysis & Image Segmentation Software," [Online]. Available: https://www.mipar.us/. |
3 | K. H. Zou, el. al., "Statistical validation of image segmentation quality based on a spatial overlap index," Academic Radiology, vol.11, no.2, pp.178-189, 2004. DOI: 10.1016/S1076-6332(03)00671-8 DOI |
4 | N. Otsu, "A threshold selection method from gray-level histograms," IEEE Transactions on Systems, Man, and Cybernetics, vol.9, no.1, pp. 62-66, 1979. DOI: 10.1109/TSMC.1979.4310076 DOI |
5 | A. Frangi, W. Niessen, K. Vincken, and M. Viergever, "Multiscale vessel enhancement filtering," Medical Image Computing Computer-Assisted Intervention. Lect Notes ComputSci, vol.1496, pp.130-137, 1998. DOI: 10.1007/BFb0056195 |
6 | M. T. Dehkordi, S. Sadri, and A. Doosthoseini, "A review of coronary vessel segmentation algorithms," Journal of Medical Signals and Sensors, vol.1, no.1, pp.49-54, 2011. DOI |
7 | C. Kirbas and F. Quek, "A review of vessel extraction techniques and algorithms," ACM Computing Surveys, vol.36, no.2, pp.81-121, 2004. DOI: 10.1145/1031120.1031121 DOI |
8 | A. Sarwal and A. Dhawan, "3-D reconstruction of coronary arteries," Annual International Conference of the IEEE Engineering in Medicine and Biology Society, vol.1, pp.504-505, 1994. DOI: 10.1109/IEMBS.1994.411932 |
9 | C. Yan, S. Hirano, and Y. Hata, "Extraction of blood vessel in CT angiography image aided by fuzzy logic," Proc. IEEE Int. Conf. Signal Processing, pp.926-929, 2000. DOI: 10.1109/ICOSP.2000.891673 |
10 | M. Orkisz, C. Bresson, I. Magnin, O. Champin, and P. Douek, "Improved vessel visualization in MR angiography by nonlinear anisotropic filtering," MagnReson Med, vol.37, no.6, pp.914-919, 1997. DOI: 10.1002/mrm.1910370617 DOI |
11 | C. Lorenz, I. C. Carlsen, T. Buzug, C. Fassnacht, and J. Weese, "A multiscale line filter with automatic scale selection based on the Hessian matrix for medical image segmentation," Proc. Scale-Space Theories in Computer Vision, LNCS, vol.1252, pp.152-163, 1997. DOI: 10.1007/3-540-63167-4_47 DOI |
12 | G. Agam, S. G. Armato, C. Wu, "Vessel tree reconstruction in thoracic CT scans with application to nodule detection," IEEE Trans Med Imaging, vol.24, no.4, pp.486-499, 2005. DOI: 10.1109/TMI.2005.844167 DOI |
13 | P. T. H. Truc, M. A. Khan, Y. K. Lee, S. Lee and T. S. Kim, "Vessel enhancement filter using directional filter bank," Computer Vision and Image Understanding, vol.113, no.1, pp.101-112, 2009. DOI: 10.1016/j.cviu.2008.07.009 DOI |
14 | R. Gonzalez, R. Woods, Digital Image Processing, Prentice Hall, New Jersey, USA, 2002. |
15 | H. K. Yuen, J. Princen, J. Illingworth, and J. Kittler, "Comparative study of Hough Transform methods for circle finding," Image and Vision Computing, vol.8, no.1, pp.71-77, 1990. DOI: 10.1016/0262-8856(90)90059-E DOI |
16 | N. Huynh, "A filter bank approach to automate vessel extraction with applications," Master Thesis, University of California, 2013. |
17 | R. R. Petrocelli, J. Elion, and K. M. Manbeck, "A new method for structure recognition in unsubtracted digital angiograms," in IEEE Computers in Cardiology, pp.207-210, 1992. DOI: 10.1109/CIC.1992.269410 DOI |
18 | R. Liao, D. Luc, Y. Sun, and K. Kirchberg, "3-D reconstruction of the coronary artery tree from multiple views of a rotational X-ray angiography," The International Journal of Cardiovascular Imaging, vol.26, no.7, pp.733-749, 2010. DOI: 10.1007/s10554-009-9528-0 DOI |
19 | J. O'Brien and N. Ezquerra, "Automated segmentation of coronary vessels in angiographic image sequences utilizing temporal, spatial and structural constraints," Visualization in Biomedical Computing, Rochester, 1994. DOI: 10.1117/12.185183 DOI |
20 | C. Molina, G. Prause, P. Radeva, and M. Sonka, "3-D catheter path reconstruction from biplane angiograms," in SPIE, vol.3338, pp.504-512, 1998. DOI: 10.1117/12.310929 |
21 | S. Lu and S. Eiho, "Automatic detection of the coronary arterial contours with sub-branches from an x-ray angiogram," IEEE Computers in Cardiology, pp. 575-578, 1993. DOI: 10.1109/CIC.1993.378337 DOI |
22 | V. Bombardier, M. C. Jaluent, A. Bubel, and J. Bremont, "Cooperation of two fuzzy segmentation operators for digital subtracted angiograms analysis," IEEE Conference on Fuzzy Systems, vol.2, pp. 1057-1062, 1997. DOI: 10.1109/FUZZY.1997.622856 |
23 | R. Poli and G. Vall, "An algorithm for real-time vessel enhancement and detection," Comput Meth Prog Biomed, vol.52, no.1, pp.1-22, 1997. DOI: 10.1016/S0169-2607(96)01773-7 DOI |
24 | S. Eiho and Y. Qian, "Detection of coronary artery tree using morphological operator," Proc. IEEE Comput. Cardiol, pp.525-528, 1997. DOI: 10.1109/CIC.1997.647950 DOI |
25 | F. Zana and J. C. Klein, "Segmentation of vessel-like patterns using mathematical morphology and curvature evaluation," IEEE Trans Image Process, vol.10, no.7, pp.1010-1019, 2001. DOI: 10.1109/83.931095 DOI |