N-dimensional Markov random field prior for cold-start recommendation
Keywords: فیلد تصادفی مارکوف; Recommender system; Cold-start; Markov Random Field
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3D freehand ultrasound reconstruction using a piecewise smooth Markov random field
Keywords: فیلد تصادفی مارکوف; Markov random field; 3D volume reconstruction; Ultrasound imaging;
MARLEDA: Effective distribution estimation through Markov random fields
Keywords: فیلد تصادفی مارکوف; Probabilistic modeling; Estimation of distribution algorithms; Markov random field; Markov chain Monte Carlo
Quantifying stratigraphic uncertainties by stochastic simulation techniques based on Markov random field
Keywords: فیلد تصادفی مارکوف; Geological modeling; Soil heterogeneity; Stratigraphic uncertainty; Uncertainty quantification; Markov random field
Multispectral image classification based on improved weighted MRF Bayesian
Keywords: فیلد تصادفی مارکوف; Bayesian nonparametric model; Gaussian mixture model; Markov random field; Multispectral image classification;
Mapping global land cover in 2001 and 2010 with spatial-temporal consistency at 250Â m resolution
Keywords: فیلد تصادفی مارکوف; MODIS time series data; Land cover; Change; Random forest; Markov random field; Label adjustment;
Visual tracking of non-rigid objects with partial occlusion through elastic structure of local patches and hierarchical diffusion
Keywords: فیلد تصادفی مارکوف; Visual tracking; Local patches; Markov random field; Particle filtering; Hierarchical diffusion
SAINTexpress: Improvements and additional features in Significance Analysis of INTeractome software
Keywords: فیلد تصادفی مارکوف; SAINT; significance analysis of interactome; AP-MS; affinity purification-mass spectrometry; FDR; false discovery rate; HDAC; histone deacetylase; MRF; Markov random field; Affinity-purification; Protein-protein interaction; Probabilistic scoring;
Lesion segmentation from multimodal MRI using random forest following ischemic stroke
Keywords: فیلد تصادفی مارکوف; Chronic stroke; Ischemic infarct; White matter lesions; Secondary lesions; FLAIR MRI; Lesion likelihood; Markov random field; Random forest;
Change detection on LOD 2 building models with very high resolution spaceborne stereo imagery
Keywords: فیلد تصادفی مارکوف; Stereo imagery; Semi-global matching; Building change detection; Self-organizing map; Markov random field; 3D building models;
Endoluminal surface registration for CT colonography using haustral fold matching
Keywords: فیلد تصادفی مارکوف; CT colonography; Markov random field; Haustral fold; Landmark; Registration;
Segmentation of brain magnetic resonance angiography images based on MAP-MRF with multi-pattern neighborhood system and approximation of regularization coefficient
Keywords: فیلد تصادفی مارکوف; Cerebrovascular segmentation; Markov random field; Markov neighborhood system; Regularization parameter; Magnetic resonance angiography;
Segmentation of sonar images with intensity inhomogeneity based on improved MRF
Keywords: فیلد تصادفی مارکوف; Sonar image segmentation; Markov random field; Simple linear iterative clustering; Intensity inhomogeneity;
A Markov random field-regulated Pitman–Yor process prior for spatially constrained data clustering
Keywords: فیلد تصادفی مارکوف; Pitman–Yor process; Clustering; Markov random field
Interactive image segmentation based on synthetic graph coordinates
Keywords: فیلد تصادفی مارکوف; Image segmentation; Interactive image segmentation; Network coordinates; Community detection; Markov Random Field
Edge preserving image denoising with a closed form solution
Keywords: فیلد تصادفی مارکوف; Image denoising; Markov random field; Label relaxation; Closed form solution
Multi-target tracking on confidence maps: An application to people tracking
Keywords: فیلد تصادفی مارکوف; Track-before-detect; Crowd; Multi-target tracking; Markov Random Field; Gaussian Mixture Model; Likelihood modeling
The effects of changing water content, relaxation times, and tissue contrast on tissue segmentation and measures of cortical anatomy in MR images
Keywords: فیلد تصادفی مارکوف; Anatomical MRI; Tissue contrast; Segmentation; Markov random field; Expectation maximization
A spatially-constrained normalized Gamma process prior
Keywords: فیلد تصادفی مارکوف; Clustering; Markov random field; Normalized Gamma process
A prior feature SVM-MRF based method for mouse brain segmentation
Keywords: فیلد تصادفی مارکوف; Automated segmentation; Magnetic resonance microscopy; Markov Random Field; Mouse brain; Support Vector Machine;
Variational level set combined with Markov random field modeling for simultaneous intensity non-uniformity correction and segmentation of MR images
Keywords: فیلد تصادفی مارکوف; Segmentation; Level set; Intensity non-uniformity; Markov random field; MRI;
Atlas-based automatic mouse brain image segmentation revisited: model complexity vs. image registration
Keywords: فیلد تصادفی مارکوف; Diffeomorphic mapping; Markov random field; Mouse brain segmentation
Generalized ICM for image segmentation based on Tsallis statistics
Keywords: فیلد تصادفی مارکوف; Tsallis entropy; Image segmentation; Markov random field; Iterated conditional modes;
Physical consideration of an image in image restoration using Bayes' formula
Keywords: فیلد تصادفی مارکوف; Image restoration; Bayes' formula; Markov random field; Potts model; Q-Ising model;
Improving laser image resolution for pitting corrosion measurement using Markov random field method
Keywords: فیلد تصادفی مارکوف; Ductile iron pipe; Performance assessment; Pitting corrosion; Image super resolution; Markov random field
Bayesian CAR models for syndromic surveillance on multiple data streams: Theory and practice
Keywords: فیلد تصادفی مارکوف; CAR models; Bayes; Syndromic surveillance; Gibbs distribution; Markov random field
Bayesian spatial models with a mixture neighborhood structure
Keywords: فیلد تصادفی مارکوف; 62H11; 62M40; 62H20; 62J12Disease mapping; Markov random field; Spatial hierarchical models
Fusion of supervised and unsupervised learning for improved classification of hyperspectral images
Keywords: فیلد تصادفی مارکوف; Hyperspectral images; Support vector machine; Fuzzy c-means; Markov Fisher Selector; Voting rules; Markov Random Field
Image denoising based on hierarchical Markov random field
Keywords: فیلد تصادفی مارکوف; Image denoising; Markov random field; Bayesian estimation
Fast and accuracy extraction of infrared target based on Markov random field
Keywords: فیلد تصادفی مارکوف; Target extraction; Infrared image; Markov random field; Regions of interests; Weighted information entropy;
Adaptive pixon represented segmentation (APRS) for 3D MR brain images based on mean shift and Markov random fields
Keywords: فیلد تصادفی مارکوف; MRI segmentation; Markov random field; Adaptive mean shift; Pixon-representation; EM algorithm
Colour and rotation invariant textural features based on Markov random fields
Keywords: فیلد تصادفی مارکوف; Image modelling; Colour; Texture; Markov random field; Illumination invariance; Rotation invariance
Transfer-matrix renormalization group method for general Markov random fields
Keywords: فیلد تصادفی مارکوف; Markov random field; Partition function; Density-matrix renormalization group; Transfer-matrix renormalization group;
On the convergence of EM-like algorithms for image segmentation using Markov random fields
Keywords: فیلد تصادفی مارکوف; Segmentation; Markov random field; Expectation–maximization; Mean field; Convergence
LoAd: A locally adaptive cortical segmentation algorithm
Keywords: فیلد تصادفی مارکوف; Gaussian mixture model; Expectation-maximization; Markov Random Field; Cortical segmentation; Partial volume effect;
Markov-random-field-based super-resolution mapping for identification of urban trees in VHR images
Keywords: فیلد تصادفی مارکوف; Image classification; Markov random field; Super resolution mapping; Urban trees; Contextual classification
Network-based sparse Bayesian classification
Keywords: فیلد تصادفی مارکوف; Network based classification; Expectation propagation; Spike and slab; Markov random field; Sparsity; Feature selection;
Robust contour tracking based on a coupling between geodesic active contours and conditional random fields
Keywords: فیلد تصادفی مارکوف; Contour tracking; 3D conditional random field; Geodesic active contours; Level set methods; Variational inference; Belief propagation; Motion detection; Markov random field
Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model
Keywords: فیلد تصادفی مارکوف; Magnetic resonance imaging; Markov Random Field; Unsupervised segmentation; Cardiac function; Acute myocardial infarction
A note on pooling of labels in random fields
Keywords: فیلد تصادفی مارکوف; 60G60; Label merging; Markov connected component field; Markov random field;
Spatio-temporal context for codebook-based dynamic background subtraction
Keywords: فیلد تصادفی مارکوف; Dynamic background subtraction; Object detection; Codebook; Spatio-temporal context; Markov random field
Detection of microcalcifications in digital mammograms using combined model-based and statistical textural features
Keywords: فیلد تصادفی مارکوف; Microcalcifications; Textural feature; Markov random field; Fractal modeling; Surrounding region-dependence method
A computer-aided detection system for clustered microcalcifications
Keywords: فیلد تصادفی مارکوف; Mammography; Computer-aided detection; Markov random field; Classification with unbalanced classes
Asymptotics of the partition function of a general Markov random field on an infinite rectangular lattice
Keywords: فیلد تصادفی مارکوف; 05.50.+q; 02.50.Ga; 02.10.Yn; 02.10.Ox; Markov random field; Partition function; Markov chain; Non-negative matrix; Perron root;
Patches-based Markov random field model for multiple object tracking under occlusion
Keywords: فیلد تصادفی مارکوف; Multiple object tracking; Appearance model; Markov random field; Occlusion
Auto-model based computer simulation of Plateau–Rayleigh instability of mixtures of immiscible liquids
Keywords: فیلد تصادفی مارکوف; Rayleigh instability; Liquid mixture; Auto-model; Markov Random Field
Combining spatial priors and anatomical information for fMRI detection
Keywords: فیلد تصادفی مارکوف; fMRI detection; Markov Random Field; Mean Field; Variational approximation method; Spatial prior; Anatomical information; GLM;
Learning multiple belief propagation fixed points for real time inference
Keywords: فیلد تصادفی مارکوف; Inference; Belief propagation; Bethe free energy; Mean field theory; Markov random field; Hopfield model; Continuous optimization;
Iterated conditional modes for inverse dithering
Keywords: فیلد تصادفی مارکوف; Inverse dithering; Halftone; Iterated conditional mode; Bayesian estimation; Markov random field;
Pattern analysis of dermoscopic images based on Markov random fields
Keywords: فیلد تصادفی مارکوف; Dermoscopic images; Pattern classification; Markov random field