Advanced Segmentation Techniques

[1]  Michèle Basseville,et al.  Modeling and estimation of multiresolution stochastic processes , 1992, IEEE Trans. Inf. Theory.

[2]  Nicholas Ayache,et al.  Bias Field Correction of Breast MR Images , 1996, VBC.

[3]  M. Brandt,et al.  Estimation of CSF, white and gray matter volumes in hydrocephalic children using fuzzy clustering of MR images. , 1994, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[4]  J. C. Dunn,et al.  A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters , 1973 .

[5]  Aly A. Farag,et al.  Image segmentation based on composite random field models , 1992 .

[6]  Charles A. Bouman,et al.  A multiscale random field model for Bayesian image segmentation , 1994, IEEE Trans. Image Process..

[7]  Stephen R. Aylward,et al.  Symbolic description of intracerebral vessels segmented from magnetic resonance angiograms and evaluation by comparison with X-ray angiograms , 2001, Medical Image Anal..

[8]  R. Kikinis,et al.  Three-dimensional segmentation of MR images of the head using probability and connectivity. , 1990, Journal of computer assisted tomography.

[9]  Richard A. Robb,et al.  Optimized homomorphic unsharp masking for MR grayscale inhomogeneity correction , 1998, IEEE Transactions on Medical Imaging.

[10]  Charles A. Bouman,et al.  Multiple Resolution Segmentation of Textured Images , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[11]  A. El-Baz,et al.  Pararmeter estimation in gibbs-markov image models , 2003, Sixth International Conference of Information Fusion, 2003. Proceedings of the.

[12]  Donald Geman,et al.  Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[13]  J. Besag.  On the Statistical Analysis of Dirty Pictures , 1986 .

[14]  Supun Samarasekera,et al.  Fuzzy Connectedness and Object Definition: Theory, Algorithms, and Applications in Image Segmentation , 1996, CVGIP Graph. Model. Image Process..

[15]  Anil K. Jain,et al.  Random field models in image analysis , 1989 .

[16]  T. Chan,et al.  A Variational Level Set Approach to Multiphase Motion , 1996 .

[17]  Aly A. Farag,et al.  A fuzzy hyperspectral classifier for automatic target recognition (ATR) systems , 1999, Pattern Recognit. Lett..

[18]  Haluk Derin,et al.  Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields , 1987, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[19]  S. Resnick,et al.  An image-processing system for qualitative and quantitative volumetric analysis of brain images. , 1998, Journal of computer assisted tomography.

[20]  A.K. Jain,et al.  Advances in mathematical models for image processing , 1981, Proceedings of the IEEE.

[21]  Jean Serra,et al.  Image Analysis and Mathematical Morphology , 1983 .

[22]  Sankar K. Pal,et al.  Fuzzy models for pattern recognition , 1992 .

[23]  Shang-Hong Lai,et al.  A new variational shape-from-orientation approach to correcting intensity inhomogeneities in MR images , 1998, Proceedings. Workshop on Biomedical Image Analysis (Cat. No.98EX162).

[24]  A. Benveniste,et al.  Multiscale system theory , 1990, 29th IEEE Conference on Decision and Control.

[25]  Benoit M. Dawant,et al.  Correction of intensity variations in MR images for computer-aided tissue classification , 1993, IEEE Trans. Medical Imaging.

[26]  James C. Bezdek,et al.  A comparison of neural network and fuzzy clustering techniques in segmenting magnetic resonance images of the brain , 1992, IEEE Trans. Neural Networks.

[27]  James C. Bezdek,et al.  A Convergence Theorem for the Fuzzy ISODATA Clustering Algorithms , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[28]  L O Hall,et al.  Review of MR image segmentation techniques using pattern recognition. , 1993, Medical physics.

[29]  M. Bronskill,et al.  Phase and sensitivity of receiver coils in magnetic resonance imaging. , 1986, Medical physics.

[30]  J. Besag.  Spatial Interaction and the Statistical Analysis of Lattice Systems , 1974 .

[31]  Zesheng Tang,et al.  Level set methods and image segmentation , 2001, Proceedings International Workshop on Medical Imaging and Augmented Reality.

[32]  U. Grenander,et al.  Structural Image Restoration through Deformable Templates , 1991 .

[33]  J. A. Sethian,et al.  Fast Marching Methods , 1999, SIAM Rev..

[34]  S. Arridge,et al.  Sources of intensity nonuniformity in spin echo images at 1.5 T , 1994, Magnetic resonance in medicine.

[35]  Philip A. Chou,et al.  Document Image Decoding Using Markov Source Models , 1994, IEEE Trans. Pattern Anal. Mach. Intell..

[36]  A.A. Farag,et al.  Stochastic models in image analysis: parameter estimations and case studies in image segmentation , 2003, IEEE Workshop on Statistical Signal Processing, 2003.

[37]  R. Gupta,et al.  Polynomial modeling and reduction of RF body coil spatial inhomogeneity in MRI , 1993, IEEE Trans. Medical Imaging.

[38]  B. Condon,et al.  Image non-uniformity in magnetic resonance imaging: its magnitude and methods for its correction. , 1987, The British journal of radiology.

[39]  R Kikinis,et al.  3D surface rendered MR images of the brain and its vasculature. , 1991, Journal of computer assisted tomography.

[40]  Aly A. Farag,et al.  MRA data segmentation using level sets , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

[41]  Alan C. Evans,et al.  A nonparametric method for automatic correction of intensity nonuniformity in MRI data , 1998, IEEE Transactions on Medical Imaging.

[42]  Aly A. Farag,et al.  Modified fuzzy c-mean in medical image segmentation , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

[43]  J. Alison Noble,et al.  An adaptive segmentation algorithm for time-of-flight MRA data , 1999, IEEE Transactions on Medical Imaging.

[44]  R. Chellappa,et al.  Digital image restoration using spatial interaction models , 1982 .

[45]  R. Kikinis,et al.  Computer-assisted surgical planning for cerebrovascular neurosurgery. , 1997, Neurosurgery.

[46]  S. Osher,et al.  A level set approach for computing solutions to incompressible two-phase flow , 1994 .

[47]  Eric A. Hoffman,et al.  Automatic lung segmentation for accurate quantitation of volumetric X-ray CT images , 2001, IEEE Transactions on Medical Imaging.

[48]  M. Stella Atkins,et al.  Segmentation of multiple sclerosis lesions in intensity corrected multispectral MRI , 1996, IEEE Trans. Medical Imaging.

[49]  Michael Brady,et al.  Estimating the bias field of MR images , 1997, IEEE Transactions on Medical Imaging.

[50]  Gary E. Kopec,et al.  Heuristic image decoding using separable source models , 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

[51]  Ronald M. Summers,et al.  Grey-Scale Skeletonization of Small Vessels in Magnetic Resonance Angiography , 2000, IEEE Trans. Medical Imaging.

[52]  Charles R. Meyer,et al.  Retrospective correction of intensity inhomogeneities in MRI , 1995, IEEE Trans. Medical Imaging.

[53]  Jerry L. Prince,et al.  Adaptive fuzzy segmentation of magnetic resonance images , 1999, IEEE Transactions on Medical Imaging.

[54]  James A. Sethian,et al.  Level Set Methods and Fast Marching Methods , 1999 .

[55]  Jerry L. Prince,et al.  Finding the Brain Cortex Using Fuzzy Segmentation, Isosurfaces, and Deformable Surface Models , 1997, IPMI.

[56]  W. Eric L. Grimson,et al.  Adaptive Segmentation of MRI Data , 1995, CVRMed.

[57]  Guido Gerig,et al.  Compensation of Spatial Inhomogeneity in MRI Based on a Parametric Bias Estimate , 1996, VBC.

[58]  G. Barker,et al.  Correction of intensity nonuniformity in MR images of any orientation. , 1993, Magnetic resonance imaging.

[59]  Aly A. Farag,et al.  Image segmentation using GMRF models: parameters estimation and applications , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).