Deformable models in medical image analysis: a survey

Medical Image Analysis - Tập 1 Số 2 - Trang 91-108 - 1996
Tim McInerney1, Demetri Terzopoulos2
1Department of Computer Science, University of Toronto, ON, Canada
2Department of Computer Science, University of Toronto, Toronto, ON, Canada M5S 3H5

Tóm tắt

Từ khóa


Tài liệu tham khảo

Amini, 1992, Bending and stretching models for LV wall motion analysis from curves and surfaces, Image and Vision Computing, 10, 418, 10.1016/0262-8856(92)90027-Z

Amini, 1990, Using dynamic programming for solving variational problems in vision, IEEE Trans. Pattern Anal. Machine Intelligence, 12, 855, 10.1109/34.57681

Amini, 1995, 363

Axel, 1989, Heart wall motion: Improved method of spatial modulation of magnetization for MR imaging, Radiology, 172, 349, 10.1148/radiology.172.2.2748813

Ayache, 1995, Medical computer vision, virtual reality and robotics, Image and Vision Computing, 13, 295, 10.1016/0262-8856(95)99717-F

1995, 905

Ayache, 1992, Medical image tracking

Bajcsy, 1989, Multiresolution elastic matching, Comput. Vision, Graphics Image Process., 46, 1, 10.1016/S0734-189X(89)80014-3

Ballard, 1982

Bardinet, 1995, 319

Bardinet, 1996

Bardinet, 1996, A parametric deformable model to fit unstructured 3D data

Berger, 1990, Snake growing, 570

1995, 3

Bookstein, 1989, Principal warps: Thin-plate splines and the decomposition of deformations, IEEE Trans. Pattern Anal. Machine Intelligence, 11, 567, 10.1109/34.24792

Bookstein, 1991, Thin-plate splines and the atlas problem for biomedical images, 326

Bozma, 1992, A modular system for image analysis using a game theoretic framework, Image Vision Comput., 10, 431, 10.1016/0262-8856(92)90028-2

Broit, 1981, Optimal Registration of Deformed Images

Carlbom, 1994, Computer-assisted registration, segmentation, and 3D reconstruction from images of neuronal tissue sections, IEEE Trans. Med. Imag., 13, 351, 10.1109/42.293928

Caselles, 1993, A geometric model for active contours, Numerische Mathematik, 66

Caselles, 1995, Geodesic active contours, 694

Chakraborty, 1995, 189

Chakraborty, 1994, Deformable boundary finding influenced by region homogeneity, 624

Chang, 1991, Reconstruction of 3D medical images: A nonlinear interpolation technique for reconstruction of 3D medical images, Comput. Vision, Graphics Image Process., 53, 382

Chen, 1994, Modeling, analysis and visualization of left ventricle shape and motion by hierarchical decomposition, IEEE Trans. Pattern Anal. Machine Intelligence, 16, 342, 10.1109/34.277589

Christensen, 1995, 101

Cohen, 1992, Tracking points on deformable objects using curvature information, 458

Cohen, 1992, Using deformable surfaces to segment 3D images and infer differential structures, CVGIP: Image Understanding, 56, 242, 10.1016/1049-9660(92)90041-Z

Cohen, 1991, On active contour models and balloons, CVGIP: Image Understanding, 53, 211, 10.1016/1049-9660(91)90028-N

Cohen, 1993, Finite element methods for active contour models and balloons for 2D and 3D images, IEEE Trans. Pattern Anal. Machine Intelligence, 15, 1131, 10.1109/34.244675

Cootes, 1994, The use of active shape models for locating structures in medical images, Image Vision Comput., 12, 355, 10.1016/0262-8856(94)90060-4

Creswell, 1992, Mathematical modelling of the heart using magnetic resonance imaging, IEEE Trans. Med. Imag., 11, 581, 10.1109/42.192695

Davatzikos, 1995, Using a deformable surface model to obtain a mathematical representation of the cortex, 212

Davatzikos, 1995, An active contour model for mapping the cortex, IEEE Trans. Med. Imag., 14, 65, 10.1109/42.370403

Davatzikos, 1996, Image registration based on boundary mapping, IEEE Trans. Med. Imag., 15, 112, 10.1109/42.481446

Declerck, 1995, 153

Delibasis, 1994, Anatomical object recognition using deformable geometric models, Image Vision Comput., 12, 423, 10.1016/0262-8856(94)90026-4

Delingette, 1992, Shape representation and image segmentation using deformable surfaces, Image Vision Comput., 10, 132, 10.1016/0262-8856(92)90065-B

Delingette, 1994, 607

Duncan, 1994, Towards reliable, noninvasive measurement of myocardial function from 4D images, 2168, 149

Essa, 1993, Physically-based modeling for graphics and vision

Evans, 1991, Warping of a computerized 3D atlas to match brain image volumes for quantitative neuroanatomical and functional analysis, 1445, 236

Farin, 1993

Feldmar, 1994, Locally affine registration of free-form surfaces, 496

Fischler, 1973, The representation and matching of pictorial structures, IEEE Trans. on Computers, 22, 67, 10.1109/T-C.1973.223602

Gauch, 1994, Hybrid boundary-based and region-based deformable models for biomedical image segmentation, 2299, 72

Gee, 1993, Elastically deforming 3D atlas to match anatomical brain images, Journal of Computer Assisted Tomography, 17, 225, 10.1097/00004728-199303000-00011

Geiger, 1992, Three dimensional simulation of delivery for cephalopelvic disproportion, First International Workshop on Mechatronics in Medicine and Surgery, Costa del Sol, Spain, October, 1992, 146

Geiger, 1995, Dynamic programming for detecting, tracking and matching deformable contours, IEEE Trans. Pattern Anal. Machine Intelligence, 17, 294, 10.1109/34.368194

Goldgof, 1988, Motion analysis of nonrigid surfaces, 375

Gourdon, 1995, 413

Grzeszczuk, 1994, 72

Gueziec, 1994, Smoothing and matching of 3D space curves, Int. J. Comput. Vision, 12, 79, 10.1007/BF01420985

Gupta, 1994, Segmentation and tracking of cine cardiac MR and CT images using a 3-D deformable model, Proc. IEEE Conf. on Computers in Cardiology, September, 1994

Gwydir, 1994, Non-rigid motion analysis and feature labelling of the growth cone, 80

Hamadeh, 1995, 212

Herlin, 1992, Features extraction and analysis methods for sequences of ultrasound images, Image Vision Comput., 10, 673, 10.1016/0262-8856(92)90012-R

Herlin, 1992, A deformable region model using stochastic processes applied to echocardiographic images, 534

Hill, 1993, Model-based interpretation of 3D medical images, 339

Huang, 1993, Adaptive-size meshes for rigid and nonrigid shape analysis and synthesis, IEEE Trans. Pattern Anal. Machine Intelligence, 15

Kambhamettu, 1994, Point correspondence recovery in nonrigid motion, CVGIP: Image Understanding, 60, 26, 10.1006/ciun.1994.1029

Kass, 1988, Snakes: Active contour models, Int. J. Comput. Vision, 1, 321, 10.1007/BF00133570

Kraitchman, 1995, Semi-automatic tracking of myocardial motion in MR tagged images, IEEE Trans. Med. Imag., 14, 422, 10.1109/42.414606

Kumar, 1994, Automatic tracking of SPAMM grid and the estimation of deformation parameters from cardiac MR images, IEEE Trans. Med. Imag., 13, 122, 10.1109/42.276150

Lavallée, 1995, Recovering the position and orientation of free-form objects from image contours using 3D distance maps, IEEE Trans. Pattern Anal. Machine Intelligence, 17, 378, 10.1109/34.385980

Lee, 1995, Realistic modeling for facial animation, 55

Leitner, 1991, Complex topology 3D objects segmentation, 1609, 16

Leitner, 1993, From splines and snakes to Snakes Splines, 708, 264

Lengyel, 1995, Time-dependent three-dimensional intravascular ultrasound, 457

Leymarie, 1993, Tracking deformable objects in the plane using an active contour model, IEEE Trans. Pattern Anal. Machine Intelligence, 15, 635, 10.1109/34.216733

Lin, 1989, A new surface interpolation technique for reconstructing 3D objects from serial cross-sections, Comput. Vision, Graphics Image Process., 48, 124, 10.1016/0734-189X(89)90107-2

Lipson, 1990, Deformable templates for feature extraction from medical images, 477

Lobregt, 1995, A discrete dynamic contour model, IEEE Trans. Med. Imag., 14, 12, 10.1109/42.370398

Malladi, 1995, Shape modeling with front propagation: A level set approach, IEEE Trans. Pattern Anal. Machine Intelligence, 17, 158, 10.1109/34.368173

Mangin, 1995, 153

McDonald, 1994, 160

McInerney, 1995, A dynamic finite element surface model for segmentation and tracking in multidimensional medical images with application to cardiac 4D image analysis, Computerized Medical Imaging and Graphics, 19, 69, 10.1016/0895-6111(94)00040-9

McInerney, 1995, Topologically adaptable snakes, 840

Metaxas, 1993, Shape and nonrigid motion estimation through physics-based synthesis, IEEE Trans. Pattern Anal. Machine Intelligence, 15, 580, 10.1109/34.216727

Miller, 1991, Geometrically deformed models: A method for extracting closed geometric models from volume data, Computer Graphics (Proc. SIGGRAPH'91 Conf., Las Vegas, NV, July, 1991), 25, 217, 10.1145/127719.122742

Mishra, 1991, Non-rigid motion analysis and epicardial deformation estimation from angiography data, 331

Moshfeghi, 1991, Elastic matching of multimodality medical images, CVGIP: Graphical Models and Image Processing, 53, 271

Moshfeghi, 1994, Three-dimensional elastic matching of volumes, IEEE Trans. on Image Processing, 3, 128, 10.1109/83.277895

Nastar, 1993, Fast segmentation, tracking, and analysis of deformable objects, 275

Nastar, 1993, Non-rigid motion analysis in medical images: A physically based approach, 17

Park, 1995, Volumetric deformable models with parameter functions: A new approach to the 3D motion analysis of the LV from MRI-SPAMM, 700

Park, 1996, Analysis of left ventricular wall motion based on volumetric deformable models and MRI-SPAMM, Medical Image Analysis, 1, 53, 10.1016/S1361-8415(01)80005-0

Pentland, 1991, Recovery of nonrigid motion and structure, IEEE Trans. Pattern Anal. Machine Intelligence, 13, 730, 10.1109/34.85661

Pentland, 1991, Closed-form solutions for physically based shape modelling and recognition, IEEE Trans. Pattern Anal. Machine Intelligence, 13, 715, 10.1109/34.85660

Pieper, 1992, Interactive graphics for plastic surgery: A task-level analysis and implementation, Proc. ACM 1992 Symposium on Interactive 3D Graphics, 127, 10.1145/147156.147180

Poon, 1994, 90

Press, 1992

1994, 2359

Rougon, 1991, Deformable markers: Mathematical morphology for active contour models control, 1568, 78

Rougon, 1993, Directional adaptive deformable models for segmentation with application to 2D and 3D medical images, 1898, 193

Sandor, 1995, 127

Sapiro, 1995, Object detection and measurements in medical images via geodesic deformable contours, 2573, 366

Singh, 1993, Cardiac MR image segmentation using deformable models, 1905, 8

Snell, 1995, Model-based boundary estimation of complex objects using hierarchical active surface templates, Pattern Recog., 28, 1599, 10.1016/0031-3203(95)00021-Q

Staib, 1992, Boundary finding with parametrically deformable models, IEEE Trans. Pattern Anal. Machine Intelligence, 14, 1061, 10.1109/34.166621

Staib, 1992, Deformable Fourier models for surface finding in 3D images, 1808, 90

Strang, 1996

Stytz, 1991, Three-dimensional medical imaging: Algorithms and computer systems, ACM Computing Surveys, 23, 421, 10.1145/125137.125155

Subsol, 1995, A general scheme for automatically building 3D morphometric anatomical atlases: Application to a skull atlas, Proc. Second International Symp. on Medical Robotics and Computer Assisted Surgery (MRCAS'95), Baltimore, MD, November, 1995, 226

Székely, 1996, Segmentation of 2-D and 3-D objects from MRI volume data using constrained elastic deformations of flexible Fourier surface models, Medical Image Analysis, 1, 19, 10.1016/S1361-8415(01)80003-7

Szeliski, 1990, Bayesian modeling of uncertainty in low-level vision, Int. J. Comput. Vision, 5, 271, 10.1007/BF00126502

Szeliski, 1993, Modeling surfaces of arbitrary topology with dynamic particles, 82

Tek, 1995, 434

Terzopoulos, 1986, 12, 160

Terzopoulos, 1986, Regularization of inverse visual problems involving discontinuities, IEEE Trans. Pattern Anal. Machine Intelligence, 8, 413, 10.1109/TPAMI.1986.4767807

Terzopoulos, 1988, Deformable models, The Visual Computer, 4, 306, 10.1007/BF01908877

Terzopoulos, 1991, Dynamic 3D models with local and global deformations: Deformable superquadrics, IEEE Trans. Pattern Anal. Machine Intelligence, 13, 703, 10.1109/34.85659

Terzopoulos, 1992, Tracking with Kalman snakes, 3

Terzopoulos, 1988, Constraints on deformable models: Recovering 3D shape and nonrigid motion, Artif. Intelligence, 36, 91, 10.1016/0004-3702(88)90080-X

Thirion, 1994, Extremal points: Definition and application to 3D image registration, 587

Turk, 1992, Re-tiling polygonal surfaces, 26, 55

Ueda, 1992, Tracking moving contours using energy-minimizing elastic contour models, 453

Vasilescu, 1992, Adaptive meshes and shells: Irregular triangulation, discontinuities and hierarchical subdivision, 829

Vemuri, 1994, Multiresolution stochastic hybrid shape models with fractal priors, ACM Trans. on Graphics, 13, 177, 10.1145/176579.176583

Vemuri, 1993, Multiresolution 3D stochastic shape models for image segmentation, 62

Waters, 1992, A physical model of facial tissue and muscle articulation derived from computer tomography data, 1808, 574

Whitaker, 1994

Widrow, 1973, The rubber mask technique, part I, Pattern Recognition, 5, 175, 10.1016/0031-3203(73)90042-3

Worring, 1993, Parameterized feasible boundaries in gradient vector fields, 48

Young, 1992, Non-rigid wall motion using MR tagging, 399

Young, 1993, Validation of tagging with MR imaging to estimate material deformation, Radiology, 188, 101, 10.1148/radiology.188.1.8511281

Young, 1995, Tracking and finite element analysis of stripe deformation in magnetic resonance tagging, IEEE Trans. Med. Imag., 14, 413, 10.1109/42.414605

Yuille, 1992, Feature extraction from faces using deformable templates, Int. J. Comput. Vision, 8, 99, 10.1007/BF00127169

Zienkiewicz, 1989