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Volumn 28, Issue 3, 2011, Pages 248-255

Medical image segmentation algorithms using deformable models: A review

Author keywords

Active contours; Deformable models; Levelsets; Medical image segmentation

Indexed keywords

ACTIVE CONTOURS; BIOMEDICAL INVESTIGATIONS; DEFORMABLE MODELS; HUMAN BODIES; LEVEL SET; MANUAL SEGMENTATION; MANUAL TRACING; MEDICAL IMAGE SEGMENTATION; MEDICAL IMAGES; NONINVASIVE TECHNIQUE; OBJECT BOUNDARIES; QUANTITATIVE DATA; REPRODUCIBILITIES; RESEARCH AREAS; SEGMENTATION METHODS;

EID: 79958744084     PISSN: 02564602     EISSN: 09745971     Source Type: Journal    
DOI: 10.4103/0256-4602.81244     Document Type: Review
Times cited : (69)

References (54)
  • 3
    • 0004313877 scopus 로고    scopus 로고
    • Fundamentals of electronic image processing
    • IEEE press co-publishers
    • A. R. Weeks. "Fundamentals of electronic image processing", SPIE Optical Engineering press, IEEE press (co-publishers), 1996.
    • (1996) SPIE Optical Engineering Press
    • Weeks, A.R.1
  • 6
    • 69549144719 scopus 로고    scopus 로고
    • A Review of medical image segmentation: Methods and available software
    • J. Daniel, Withey, J. Zoltan, and Kolesa. "A Review of medical image segmentation: Methods and available software", International Journal of Bioelectromagnetism, vol. 10, no. 3, pp. 125-48, 2008.
    • (2008) International Journal of Bioelectromagnetism , vol.10 , Issue.3 , pp. 125-148
    • Daniel, J.1    Withey2    Zoltan, J.3    Kolesa4
  • 7
    • 0027275316 scopus 로고
    • Review of MR image segmentation techniques using pattern recognition
    • DOI 10.1118/1.597000
    • J. C. Bezdek, L. O. Hall, and L. P. Clarke. "Review of MR image segmentation techniques using pattern recognition", Medical physics, vol. 20, no. 4, pp. 1033-48, 1993. (Pubitemid 23249849)
    • (1993) Medical Physics , vol.20 , Issue.4 , pp. 1033-1048
    • Bezdek, J.C.1    Hall, L.O.2    Clarke, L.P.3
  • 8
    • 0030153642 scopus 로고    scopus 로고
    • Deformable models in medical image analysis: A survey
    • T. McInerney, and D. Terzopouls. "Deformable Models in Medical image analysis: A survey", Medical Image Analysis, vol. 1, no. 2, pp. 91-108, 1996. (Pubitemid 126421958)
    • (1996) Medical Image Analysis , vol.1 , Issue.2 , pp. 91-108
    • McInerney, T.1    Terzopoulos, D.2
  • 9
    • 0032301394 scopus 로고    scopus 로고
    • Deformable template models: A review
    • PII S016516849800139X
    • A. K. Jain, Y. Zhang, and M. P. D. Jolly. "Deformable template models: A review", Signal Processing, vol. 71, pp. 109-29, 1998. (Pubitemid 128428375)
    • (1998) Signal Processing , vol.71 , Issue.2 , pp. 109-129
    • Jain, A.K.1    Zhong, Y.2    Dubuisson-Jolly, M.-P.3
  • 10
    • 0033640668 scopus 로고    scopus 로고
    • Medical image analysis: Progress over two decades and the challenges ahead
    • DOI 10.1109/34.824822
    • J. S. Duncan, and N. Ayache. "Medical Image Analysis, Progress over two Decades and the Challenges Ahead", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 1, pp. 85-106, 2000. (Pubitemid 32132956)
    • (2000) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.22 , Issue.1 , pp. 85-106
    • Duncan, J.S.1    Ayache, N.2
  • 11
    • 0032008619 scopus 로고    scopus 로고
    • A survey of medical image registration
    • J. Maintz, and M. Viergever. "An overview of Medical Image Registration Methods", Medical Image Analysis, vol. 2, pp. 1-36, 1998. (Pubitemid 128500719)
    • (1998) Medical Image Analysis , vol.2 , Issue.1 , pp. 1-36
    • Maintz, J.B.A.1    Viergever, M.A.2
  • 12
    • 0035545737 scopus 로고    scopus 로고
    • A review of deformable surfaces: Topology, geometry and deformation
    • DOI 10.1016/S0262-8856(01)00064-6, PII S0262885601000646
    • D. J. Montagnet, H. Delingelte, and N. Ayache. "A Review of Deformable Surfaces, Topology, Geometry and Deformation", Image and Vision Computing, vol. 19, pp. 1023-40, 2001. (Pubitemid 33024459)
    • (2001) Image and Vision Computing , vol.19 , Issue.14 , pp. 1023-1040
    • Montagnat, J.1    Delingette, H.2    Ayache, N.3
  • 13
    • 0035384134 scopus 로고    scopus 로고
    • Interaction in the segmentation of medical images: A survey
    • DOI 10.1016/S1361-8415(00)00041-4, PII S1361841500000414
    • S. D. Olabaoriago, and A. W. M. Smeulders. "Interaction in the Segmentation of Medical Image Analysis", NeuroImage, vol. 5, pp. 127-42, 2001. (Pubitemid 35291004)
    • (2001) Medical Image Analysis , vol.5 , Issue.2 , pp. 127-142
    • Olabarriaga, S.D.1    Smeulders, A.W.M.2
  • 14
    • 0036989044 scopus 로고    scopus 로고
    • Computer vision and pattern recognition techniques for 2-D and 3-D MR cerebral cortical segmentation (Part I): A state-of-the-art review
    • DOI 10.1007/s100440200005
    • J. S. Suri, S. Singh, and L. Redla. "Computer Vision and Pattern Recognition Techniques for 2D and 3D MR Cerebral Cortical Segmentation (Part-1): A State of the Art: Review", Pattern Analysis and Applications, vol. 5, pp. 46-76, 2002. (Pubitemid 36177608)
    • (2002) Pattern Analysis and Applications , vol.5 , Issue.1 , pp. 46-76
    • Suri, J.S.1    Singh, S.2    Reden, L.3
  • 16
    • 77955281815 scopus 로고    scopus 로고
    • A shape guided C-V model to segment the levator ani muscle in axial magnetic resonance images
    • Sep
    • Z. Ma, R. M. Natal Jorge, J. Manuel, and R. S. Tavares. "A Shape Guided C-V Model to Segment the Levator Ani Muscle in Axial Magnetic Resonance Images", Medical Engineering & Physics vol. 32, no. 7, pp. 766-74, Sep. 2010.
    • (2010) Medical Engineering & Physics , vol.32 , Issue.7 , pp. 766-774
    • Ma, Z.1    Natal Jorge, R.M.2    Manuel, J.3    Tavares, R.S.4
  • 17
    • 58149514403 scopus 로고    scopus 로고
    • Methods to automatically built point distribution models for objects like hand palms and faces represented in images
    • M. João, M. Vasconcelos, J. Manuel, and R. S. Tavares. "Methods to Automatically Built Point Distribution Models for Objects like Hand Palms and Faces Represented in Images", Computer Modeling in Engineering & Sciences vol. 36, no. 3, pp. 213-41, 2008
    • (2008) Computer Modeling in Engineering & Sciences , vol.36 , Issue.3 , pp. 213-241
    • João, M.1    Vasconcelos, M.2    Manuel, J.3    Tavares, R.S.4
  • 23
    • 0005196882 scopus 로고
    • On active contour models and balloons
    • L. D. Cohen. "On Active Contour Models and Balloons", CVGIP, Image Understanding, vol. 53, no. 2, pp. 211-8, 1991.
    • (1991) CVGIP, Image Understanding , vol.53 , Issue.2 , pp. 211-218
    • Cohen, L.D.1
  • 24
    • 0027693887 scopus 로고
    • Finite element methods for active contour models and balloons for 2D and 3D images
    • L. D. Cohen, and I. Cohen. "Finite Element Methods for Active Contour models and Balloons for 2D and 3D Images", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 15, No. 11, pp. 1131-47, 1993.
    • (1993) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.15 , Issue.11 , pp. 1131-1147
    • Cohen, L.D.1    Cohen, I.2
  • 25
    • 85076765340 scopus 로고
    • Segmentation of medical images using an active contour model incorporating region-based images features
    • C. S. Poon, M. Braun, R. Fahrig, A. Ginige, and A. Dorrell. "Segmentation of Medical Images using an Active Contour Model Incorporating Region-based Images Features", In Robb, pp. 90-7, 1994.
    • (1994) Robb , pp. 90-97
    • Poon, C.S.1    Braun, M.2    Fahrig, R.3    Ginige, A.4    Dorrell, A.5
  • 26
    • 0032291262 scopus 로고    scopus 로고
    • Generalized gradient vector flow external force for active contours
    • C. Xu, and J. L. Prince. "Generalized Gradient Vector Flow External Force for Active Contours", Signal processing, vol. 71, no. 2, pp. 71-9, 1998.
    • (1998) Signal Processing , vol.71 , Issue.2 , pp. 71-79
    • Xu, C.1    Prince, J.L.2
  • 27
    • 1342324580 scopus 로고    scopus 로고
    • Gradient vector flow fast geometric active contours
    • 26
    • N. Paragios, O. M. Gottardo, and V. Ramesh. "Gradient Vector Flow fast Geometric Active Contours". IEEE Transactions on PAMI, 26, vol. 402, no. 7, 2004.
    • (2004) IEEE Transactions on PAMI , vol.402 , Issue.7
    • Paragios, N.1    Gottardo, O.M.2    Ramesh, V.3
  • 28
    • 33646452956 scopus 로고    scopus 로고
    • Segmentation of ultrasound images of liver tumors applying snake algorithms and GVF
    • DOI 10.1016/j.ics.2005.03.190, PII S0531513105004486, CARS 2005: Computer Assisted Radiology and Surgery
    • M. Cvancarova, F. Albregtsen, K. Brabrand, and E. Samset. "Segmentation of Ultrasound images of Liver Tumors Applying Snake Algorithms and GVF", International Congress Series, vol. 128, pp. 218-23, 2005. (Pubitemid 43693573)
    • (2005) International Congress Series , vol.1281 , pp. 218-223
    • Cvancarova, M.1    Albregtsen, F.2    Brabrand, K.3    Samset, E.4
  • 29
    • 44749084234 scopus 로고
    • Fronts propagating with curvature dependent speed: Algorithms based on hamiton-jacobi formulations
    • S. Osher, and J. A. Sethian. "Fronts Propagating with Curvature Dependent Speed: Algorithms based on Hamiton-Jacobi Formulations", Journal of Computer Physics, vol. 79, no. 1, pp. 12-49, 1988.
    • (1988) Journal of Computer Physics , vol.79 , Issue.1 , pp. 12-49
    • Osher, S.1    Sethian, J.A.2
  • 30
    • 33947186695 scopus 로고    scopus 로고
    • Boundary vector field for parametric active contours
    • DOI 10.1016/j.patcog.2006.11.006, PII S0031320306004821
    • K. W. Sum, and Y. S. Cheung. "Boundary Vector Field for Parametric Active Contours", Pattern Recognition, vol. 40, pp. 1635-45, 2007. (Pubitemid 46399787)
    • (2007) Pattern Recognition , vol.40 , Issue.6 , pp. 1635-1645
    • Sum, K.W.1    Cheung, P.Y.S.2
  • 31
    • 35648968043 scopus 로고    scopus 로고
    • Improving image segmentation by gradient vector flow and mean shift
    • DOI 10.1016/j.patrec.2007.08.015, PII S0167865507002735
    • T. Liu, H. Zhou, F. Lin, Y. Pang, and J. Wu. "Improving Image Segmentation by Gradient Vector Flow and Mean Shift", Pattern Recognition Letters, vol. 29, pp. 90-5, 2008. (Pubitemid 350026666)
    • (2008) Pattern Recognition Letters , vol.29 , Issue.1 , pp. 90-95
    • Liu, T.1    Zhou, H.2    Lin, F.3    Pang, Y.4    Wu, J.5
  • 32
    • 0027883316 scopus 로고    scopus 로고
    • Modeling surfaces of arbitrary topology with dynamic particles
    • R. Szeliski, D. Tonnesen, and D. Terzopoulos. "Modeling Surfaces of Arbitrary Topology with Dynamic Particles", In Proc. CVPR, pp. 82-7, 1999.
    • (1999) Proc. CVPR , pp. 82-87
    • Szeliski, R.1    Tonnesen, D.2    Terzopoulos, D.3
  • 33
    • 34249767150 scopus 로고
    • A geometric model for active contours in image processing
    • V. Caselles, T. Catte, and F. Dibos. "A Geometric Model for Active Contours in Image Processing", Numerische Mathematik, vol. 66, 1993.
    • (1993) Numerische Mathematik , vol.66
    • Caselles, V.1    Catte, T.2    Dibos, F.3
  • 35
    • 0029255247 scopus 로고
    • Shape modeling with front propagation: A level set approach
    • R. Malladi, J. A. Sethian, and B. C. Vemuri. "Shape Modeling with Front Propagation: A Level set Approach". IEEE Transactions on PAMI, vol. 17, no. 2, pp. 158-75, 1995.
    • (1995) IEEE Transactions on PAMI , vol.17 , Issue.2 , pp. 158-175
    • Malladi, R.1    Sethian, J.A.2    Vemuri, B.C.3
  • 36
    • 85079639361 scopus 로고    scopus 로고
    • Object detection and measurement in medical images via geodesic deformable contours
    • Bellingham, WA: SPIE
    • G. Sapiro, R. Kimmel, and V. Caselles. "Object Detection and Measurement in Medical Images via Geodesic Deformable Contours", In Vision Geometry I V, vol. 2573 of SPIE Proc., pp. 366-78. Bellingham, WA: SPIE.
    • Vision Geometry I V, Vol. 2573 of SPIE Proc. , pp. 366-378
    • Sapiro, G.1    Kimmel, R.2    Caselles, V.3
  • 40
    • 33751563521 scopus 로고    scopus 로고
    • Level-set evolution with region competition: Automatic 3-D segmentation of brain tumors
    • S. Ho, E. Bullitt, and G. Gerig. "Level set Evolution with Region Competition: Automatic 3D Segmentation of Brain Tumors", In 16th International Conference on Pattern Recognition, pp. 532-5, 2002. (Pubitemid 44845055)
    • (2002) Proceedings - International Conference on Pattern Recognition , vol.16 , Issue.1 , pp. 532-535
    • Ho, S.1    Bullitt, E.2    Gerig, G.3
  • 41
    • 0036132354 scopus 로고    scopus 로고
    • A fast level set method for segmentation of low contrast noisy biomedical images
    • DOI 10.1016/S0167-8655(01)00113-1, PII S0167865501001131
    • J. Deng, and H. T. Tsui. "A Fast Level set method for Segmentation of low contrast noisy Biomedical Images", Pattern Recognition Letters, vol. 23, pp. 161-9, 2002. (Pubitemid 33119509)
    • (2002) Pattern Recognition Letters , vol.23 , Issue.1-3 , pp. 161-169
    • Deng, J.1    Tsui, H.T.2
  • 42
    • 0036832977 scopus 로고    scopus 로고
    • Accurate shape modeling with front propagation using adaptive level sets
    • DOI 10.1016/S0167-8655(02)00120-4, PII S0167865502001204
    • S. Kulkarni, and B. N. Chatterji. "Accurate Shape Modeling with Front Propagation using Adaptive Level set", Pattern Recognition Letters, vol. 23, pp. 1559-68, 2002. (Pubitemid 34731679)
    • (2002) Pattern Recognition Letters , vol.23 , Issue.13 , pp. 1559-1568
    • Kulkarni, S.1    Chatterji, B.N.2
  • 45
    • 0038719869 scopus 로고    scopus 로고
    • A topology preserving level set method for geometric deformable models
    • X. Han, C. Xu, and J. Prince. "A Topology Preserving Level set Method for Geometric Deformable Models", IEEE Transactions on PAMI, vol. 25, no. 6, pp. 755-67, 2003.
    • (2003) IEEE Transactions on PAMI , vol.25 , Issue.6 , pp. 755-767
    • Han, X.1    Xu, C.2    Prince, J.3
  • 47
    • 27744562143 scopus 로고    scopus 로고
    • Segmentation of tissue boundary evolution from brain MR image sequences using multi-phase level sets
    • DOI 10.1016/j.cviu.2005.05.001, PII S1077314205000780
    • S. Corina, D. Drapaca, Valerie, B. Cardenas, and C. Studholme. "Segmentation of Tissue Boundary Evolution from Brain MR Image Sequences using Multi-Phase Level sets", Computer Vision and Image understanding, vol. 100, pp. 312-29, 2005. (Pubitemid 41606297)
    • (2005) Computer Vision and Image Understanding , vol.100 , Issue.3 , pp. 312-329
    • Drapaca, C.S.1    Cardenas, V.2    Studholme, C.3
  • 48
    • 34250165727 scopus 로고    scopus 로고
    • Joint level-set shape modeling and appearance modeling for brain structure segmentation
    • DOI 10.1016/j.neuroimage.2006.12.048, PII S1053811906012377
    • S. Hu, and D. L. Collins. "Joint Level set Shape Modeling and Appearance Modeling for Brain Segmentation", NeuroImage, vol. 36, pp. 672-83, 2007. (Pubitemid 46907612)
    • (2007) NeuroImage , vol.36 , Issue.3 , pp. 672-683
    • Hu, S.1    Collins, D.L.2
  • 49
    • 33846252014 scopus 로고    scopus 로고
    • An extended level set method for shape and topology optimization
    • S. Y. Wang, K. M. Lim, B. C. Khoo, and M. Y. Wang. "An Extended Level set Method for Shape and Topology Optimization", Journal of Computational Physics, vol. 221, pp. 395-421, 2007.
    • (2007) Journal of Computational Physics , vol.221 , pp. 395-421
    • Wang, S.Y.1    Lim, K.M.2    Khoo, B.C.3    Wang, M.Y.4
  • 51
    • 38049186791 scopus 로고    scopus 로고
    • An improved mumford-shah model and its applications to image processing with the piecewise constant level set method
    • S. Ping, and S. Li. "An Improved Mumford-Shah Model and Its Applications to Image Processing with the Piecewise Constant Level Set Method", Acta Automatica Sinica, vol. 33, no. 12, 2007.
    • (2007) Acta Automatica Sinica , vol.33 , Issue.12
    • Ping, S.1    Li, S.2
  • 53
    • 42649136920 scopus 로고    scopus 로고
    • A real-time algorithm for the approximation of level-set-based curve evolution
    • DOI 10.1109/TIP.2008.920737
    • Y. Shi, and W. C. Karl. "A Real-time Algorithm for the Approximation of Level set based Curve Evolution", IEEE Transactions on Image Processing, vol. 17, pp. 645-56, 2008. (Pubitemid 351597157)
    • (2008) IEEE Transactions on Image Processing , vol.17 , Issue.5 , pp. 645-656
    • Shi, Y.1    Karl, W.C.2


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