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Endocardial boundary estimation and tracking in echocardiographic images using deformable templates and Markov Random Fields
PATTERN ANALYSIS AND APPLICATIONS
Fast fully data-driven image restoration by means of edge-preserving regularization
REAL-TIME IMAGING
Image restoration using recursive Markov random field models driven by cauchy distributed noise
IEEE SIGNAL PROCESSING LETTERS
Multiscale Bayesian segmentation using a trainable context model
IEEE TRANSACTIONS ON IMAGE PROCESSING
Multiply-rooted multiscale models for large-scale estimation
IEEE TRANSACTIONS ON IMAGE PROCESSING
Texture segmentation using Gaussian-Markov random fields and neural oscillator networks
IEEE TRANSACTIONS ON NEURAL NETWORKS
Ecological regression analysis of environmental benzene exposure and childhood leukaemia: sensitivity to data inaccuracies, geographical scale and ecological bias
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
A discontinuity adaptive Markov model for color image smoothing
IMAGE AND VISION COMPUTING
A model-based approach to the automatic extraction of linear features fromairborne images
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
Color image segmentation and parameter estimation in a markovian framework
PATTERN RECOGNITION LETTERS
Preconditioned edge-preserving image deblurring and denoising
PATTERN RECOGNITION LETTERS
Video segmentation by MAP labeling of watershed segments
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Fast approximate energy minimization via graph cuts
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Multiway dependence in exponential family conditional distributions
JOURNAL OF MULTIVARIATE ANALYSIS
Reconstruction and segmentation of underwater acoustic images combining confidence information in MRF models
PATTERN RECOGNITION
An edge-based algorithm for discontinuity adaptive color image smoothing
PATTERN RECOGNITION
Pixon-based image denoising with Markov random fields
PATTERN RECOGNITION
On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs
IEEE TRANSACTIONS ON INFORMATION THEORY
Bayesian approach to segmentation of statistical parametric maps
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
Multiframe detector/tracker: Optimal performance
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS
Stochastic artificial retinas: algorithm, optoelectronic circuits, and implementation
APPLIED OPTICS
Time-invariance estimating equations
BERNOULLI
Roof-edge preserving image smoothing based on MRFs
IEEE TRANSACTIONS ON IMAGE PROCESSING
A simple unsupervised MRF model based image segmentation approach
IEEE TRANSACTIONS ON IMAGE PROCESSING
Recognizing multiple overlapping objects in image: An optimal formulation
IEEE TRANSACTIONS ON IMAGE PROCESSING
Structural group analysis of functional activation maps
NEUROIMAGE
Equivalence of Julesz ensembles and FRAME models
INTERNATIONAL JOURNAL OF COMPUTER VISION
A cumulant expansion technique for simultaneous Markov random Field image restoration and hyperparameter estimation
INTERNATIONAL JOURNAL OF COMPUTER VISION
Texture analysis through a Markovian modelling and fuzzy classification: Application to urban area extraction from satellite images
INTERNATIONAL JOURNAL OF COMPUTER VISION
A concealment method for video communications in an error-prone environment
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
Penalized pseudolikelihood inference in spatial interaction models with covariates
SCANDINAVIAN JOURNAL OF STATISTICS
Brain tissue classification of magnetic resonance images using partial volume modeling
IEEE TRANSACTIONS ON MEDICAL IMAGING
Model-based despeckling and information extraction from SAR images
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
Multivariate Gaussian MRF for multispectral scene segmentation and anomalydetection
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
Bayesian segmentation via asymptotic partition functions
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Geodesic active contours and level sets for the detection and tracking of moving objects
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Gibbs random field models: a toolbox for spatial information extraction
COMPUTERS & GEOSCIENCES
Restoration of severely blurred high range images using stochastic and deterministic relaxation algorithms in compound Gauss-Markov random fields
PATTERN RECOGNITION
Toward global solution to MAP image restoration and segmentation: using common structure of local minima
PATTERN RECOGNITION
A region-level motion-based graph representation and labeling for trackinga spatial image partition
PATTERN RECOGNITION
Hyperspectral imagery: Clutter adaptation in anomaly detection
IEEE TRANSACTIONS ON INFORMATION THEORY
Three-dimensional image generation and processing in underwater acoustic vision
PROCEEDINGS OF THE IEEE
On the correlation structure of unilateral AR processes on the plane
ADVANCES IN APPLIED PROBABILITY
The optimal 2D multiframe detector/tracker
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS
Bayesian analysis of agricultural field experiments
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
Extensions of Fill's algorithm for perfect simulation
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
Estimating Gaussian Markov random field parameters in a nonstationary framework: Application to remote sensing imaging
IEEE TRANSACTIONS ON IMAGE PROCESSING
Rotation-invariant texture classification using a complete space-frequencymodel
IEEE TRANSACTIONS ON IMAGE PROCESSING
Data assimilation in large time-varying multidimensional fields
IEEE TRANSACTIONS ON IMAGE PROCESSING
A cellular analog network for MRF-based video motion detection
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS
Correspondence estimation in image pairs
IEEE SIGNAL PROCESSING MAGAZINE
On exact simulation of Markov random fields using coupling from the past
SCANDINAVIAN JOURNAL OF STATISTICS
Automated model-based tissue classification of MR images of the brain
IEEE TRANSACTIONS ON MEDICAL IMAGING
On texture classification using fractal dimension
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
Toward robust analysis of satellite images using map information - Application to urban area detection
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
A first step toward automatic interpretation of SAR images using evidential fusion of several structure detectors
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
Unsupervised multispectral image classification using MRF models and VQ method
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
A Markov pixon information approach for low-level image description
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
On the estimation of Markov random field parameters
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Postprocessing of recognized strings using Nonstationary Markovian Models
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Graph homomorphisms and phase transitions
JOURNAL OF COMBINATORIAL THEORY SERIES B
Markov random field modeling in posteroanterior chest radiograph segmentation
MEDICAL PHYSICS
Texture synthesis and pattern recognition for partially ordered Markov models
PATTERN RECOGNITION
Profilometry for the measurement of 3-D object shapes based on regularizedfilters
OPTICS COMMUNICATIONS
TEXTURE SYNTHESIS VIA A NONCAUSAL NONPARAMETRIC MULTISCALE MARKOV RANDOM-FIELD
IEEE transactions on image processing
MAP IMAGE-RESTORATION AND SEGMENTATION BY CONSTRAINED OPTIMIZATION
IEEE transactions on image processing
MARKOV RANDOM-FIELDS WITH HIGHER-ORDER INTERACTIONS
Scandinavian journal of statistics
NONPARAMETRIC BAYESIAN-ESTIMATION OF A SPATIAL POISSON INTENSITY
Scandinavian journal of statistics
Spatio-temporal fMRI analysis using Markov random fields
IEEE TRANSACTIONS ON MEDICAL IMAGING
TEXTURE CLASSIFICATION WITH SINGLE AND MULTIRESOLUTION COOCCURRENCE MAPS
International journal of pattern recognition and artificial intelligence
DETECTION OF LINEAR FEATURES IN SAR IMAGES - APPLICATION TO ROAD NETWORK EXTRACTION
IEEE transactions on geoscience and remote sensing
BAYESIAN MOTION ESTIMATION FOR TEMPORALLY RECURSIVE NOISE-REDUCTION IN X-RAY FLUOROSCOPY
Philips journal of research
UNSUPERVISED TEXTURE SEGMENTATION IN A DETERMINISTIC ANNEALING FRAMEWORK
IEEE transactions on pattern analysis and machine intelligence
BAYESIAN-ESTIMATION FOR HOMOGENEOUS AND INHOMOGENEOUS GAUSSIAN RANDOM-FIELDS
IEEE transactions on pattern analysis and machine intelligence
NONLINEAR MOTION ESTIMATION USING THE SUPERCOUPLING APPROACH
IEEE transactions on pattern analysis and machine intelligence
UNSUPERVISED SEGMENTATION OF MARKOV RANDOM-FIELD MODELED TEXTURED IMAGES USING SELECTIONIST RELAXATION
IEEE transactions on pattern analysis and machine intelligence
A PROBABILISTIC APPROACH TO THE COUPLED RECONSTRUCTION AND RESTORATION OF UNDERWATER ACOUSTIC IMAGES
IEEE transactions on pattern analysis and machine intelligence
IDENTIFICATION OF LUNG REGIONS IN CHEST RADIOGRAPHS USING MARKOV RANDOM-FIELD MODELING
Medical physics
A CENTRAL-LIMIT-THEOREM FOR CONDITIONALLY CENTERED RANDOM-FIELDS WITHAN APPLICATION TO MARKOV-FIELDS
Journal of Applied Probability
Stationary Markov random fields on a finite rectangular lattice
IEEE TRANSACTIONS ON INFORMATION THEORY
MARKOV CONNECTED COMPONENT FIELDS
Advances in Applied Probability
A MARKOV RANDOM-FIELD APPROACH TO BAYESIAN SPEAKER ADAPTATION
IEEE transactions on speech and audio processing
A NEW APPROACH FOR SUBSET 2-D AR MODEL IDENTIFICATION FOR DESCRIBING TEXTURES
IEEE transactions on image processing
SPATIOTEMPORAL ADAPTIVE 3-D KALMAN FILTER FOR VIDEO
IEEE transactions on image processing
OBJECT-BASED ESTIMATION OF DENSE MOTION FIELDS
IEEE transactions on image processing
A BOND PERCOLATION-BASED MODEL FOR IMAGE SEGMENTATION
IEEE transactions on image processing
AN OVERLAPPING TREE APPROACH TO MULTISCALE STOCHASTIC MODELING AND ESTIMATION
IEEE transactions on image processing
EFFICIENT IMPLEMENTATIONS OF 2-D NONCAUSAL IIR FILTERS
IEEE transactions on circuits and systems. 2, Analog and digital signal processing
DIGITAL IMAGE-RESTORATION
IEEE signal processing magazine
PARAMETER-FREE RESTORATION ALGORITHMS FOR 2 CLASSES OF BINARY MRF IMAGES DEGRADED BY FLIP-FLAP NOISES
IEICE transactions on fundamentals of electronics, communications and computer science
IMAGE SEGMENTATION USING MULTIRESOLUTION WAVELET ANALYSIS AND EXPECTATION-MAXIMIZATION (EM) ALGORITHM FOR DIGITAL MAMMOGRAPHY
International journal of imaging systems and technology
MARKOV-BASED METHODOLOGY FOR THE RESTORATION OF UNDERWATER ACOUSTIC IMAGES
International journal of imaging systems and technology
A NEW APPROACH TO THE ANALYSIS OF MULTIDIMENSIONAL NEURONAL-ACTIVITY - MARKOV RANDOM-FIELDS
Neural networks
ON ASYMPTOTICALLY OPTIMAL ESTIMATES FOR GENERAL OBSERVATIONS
Stochastic processes and their applications
2-DIMENSIONAL MODEL-BASED POWER SPECTRUM ESTIMATION FOR NONEXTENDIBLECORRELATION BISEQUENCES
Circuits, systems, and signal processing
MARKOV RANDOM-FIELD SEGMENTATION OF BRAIN MR-IMAGES
IEEE transactions on medical imaging
FULLY BAYESIAN-ESTIMATION OF GIBBS HYPERPARAMETERS FOR EMISSION COMPUTED-TOMOGRAPHY DATA
IEEE transactions on medical imaging
AN IRREGULAR MRF REGION LABEL MODEL FOR MULTICHANNEL IMAGE SEGMENTATION
Pattern recognition letters
BELIEF NETWORKS, HIDDEN MARKOV-MODELS, AND MARKOV RANDOM-FIELDS - A UNIFYING VIEW
Pattern recognition letters
ON TEXTURE CLASSIFICATION
International Journal of Systems Science