Abstract
Graph cuts for medical image segmentation with graph cuts without prior information is difficult, especial for ultrasound image segmentation. This paper presents a graph cuts algorithm with deformable priors, which can successfully seize clinical ultrasound image features. The experiment shows the success of the proposed approach.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
Noble AJ, Boukerroui D (2006) Ultrasound image segmentation: a survey. IEEE Trans Med Imag 25(8):987–1010
Pathak SD, Chalana V, Haynor DR, Kim Y (2000) Edge guided boundary delineation in prostate ultrasound images. IEEE Trans Med Imag 19(12):1211–1219
Kass M, Witkin, Terzopoulos AD (1998) Snakes: active contour models. IJCV 321–331
Mortensen EN, Barrett WA (1998) Interactive segmentation with intelligent scissors. Graph Models Image Proces 60:349–384
Boykov Y, Jolly MP (2001) Interactive graph cuts for optimal boundary and region segmentation. ICCV 1:105–112
Blake A, Rother C (2004) Interactive image segmentation using an adaptive GMMRF model. In: ECCV
Boykov Y, Lea GF (2006) Graph cuts and efficient n-d image segmentation. Int J Comput Vision 69(2):109–131
Wu Z, Leahy R (1993) An optimal graph theoretic approach to data clustering: theory and its application to image segmentation. PAMI 15(11):1101–1113
Shi J, Malik J (1997), Normalized cuts and image segmentation. In: IEEE Conference on Computer Vision (ICCV), pp 731–737
Veksler O (2000) Image segmentation by nested cuts. CVPR I:339–344
Jermyn I, Ishikawa H (2001) Globally optimal regions and boundaries as minimum ratio weight cycles. PAMI 23(10):1075–1088
Felzenszwalb P, Huttenlocher D (2004) Efficient graph-based image segmentation. IJCV 59(2):167–181
Wang S, Kubota T, Siskind J, Wang J (2005) Salient closed boundary extraction with ratio contour. PAMI 27(4):546–561
Grady L, Schwartz EL (2006) Isoperimetric graph partitioning for image segmentation. PAMI 28(3):469–475
Schoenemann T, Cremers D (2007) Globally optimal image segmentation with an elastic shape prior. In: ICCV, pp 1–6
Veksler O (2008) Star shape prior for graph-cut image Segmentation. In:ECCV
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer Science+Business Media Dordrecht
About this paper
Cite this paper
Li, L., Wu, Y., Ye, M. (2014). Ultrasound Image Segmentation Using Graph Cuts with Deformable Prior. In: Li, S., Jin, Q., Jiang, X., Park, J. (eds) Frontier and Future Development of Information Technology in Medicine and Education. Lecture Notes in Electrical Engineering, vol 269. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-7618-0_150
Download citation
DOI: https://doi.org/10.1007/978-94-007-7618-0_150
Published:
Publisher Name: Springer, Dordrecht
Print ISBN: 978-94-007-7617-3
Online ISBN: 978-94-007-7618-0
eBook Packages: EngineeringEngineering (R0)