Parameter Estimation for Optimal Object Recognition: Theory andApplication
International Journal of Computer Vision
Minimization of MRF Energy with Relaxation Labeling
Journal of Mathematical Imaging and Vision
Close-Form Solution and Parameter Selection for Convex Minimization-Based Edge-Preserving Smoothing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust Estimation of Rotation Angles from Image Sequences Usingthe Annealing M-Estimator
Journal of Mathematical Imaging and Vision
A Study of a Convex Variational Diffusion Approach for Image Segmentation and Feature Extraction
Journal of Mathematical Imaging and Vision
An MRF Model-Based Approach to Simultaneous Recovery of Depth and Restoration from Defocused Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stochastic Jump-Diffusion Process for Computing Medial Axes in Markov Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Predicting Performance of Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Approximation algorithms for the metric labeling problem via a new linear programming formulation
SODA '01 Proceedings of the twelfth annual ACM-SIAM symposium on Discrete algorithms
Video Segmentation by MAP Labeling of Watershed Segments
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Discrete Contextual Stochastic Model for the Offline Recognition of Handwritten Chinese Characters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast Approximate Energy Minimization via Graph Cuts
IEEE Transactions on Pattern Analysis and Machine Intelligence
General Scheme of Region Competition Based on Scale Space
IEEE Transactions on Pattern Analysis and Machine Intelligence
An MRF-Based Approach to Generation of Super-Resolution Images from Blurred Observations
Journal of Mathematical Imaging and Vision
The application of Markov random field models to wavelet-based image denoising
Imaging and vision systems
Estimation of Occlusion and Dense Motion Fields in a Bidirectional Bayesian Framework
IEEE Transactions on Pattern Analysis and Machine Intelligence
Advanced algorithmic approaches to medical image segmentation
Comparing Structures Using a Hopfield-Style Neural Network
Applied Intelligence
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: Part II
Partially Occluded Object Recognition Using Statistical Models
International Journal of Computer Vision
On Discontinuity-Adaptive Smoothness Priors in Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Support Vector Machines for Texture Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image segmentation based on situational DCT descriptors
Pattern Recognition Letters
An integrated probabilistic model for functional prediction of proteins
RECOMB '03 Proceedings of the seventh annual international conference on Research in computational molecular biology
Monte Carlo Markov chain techniques for unsupervised MRF-based image denoising
Pattern Recognition Letters
Factorial Markov Random Fields
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
What Energy Functions Can Be Minimized via Graph Cuts?
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Markov Random Field Modelling of fMRI Data Using a Mean Field EM-algorithm
EMMCVPR '99 Proceedings of the Second International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
A Hierarchical Markov Random Field Model for Figure-Ground Segregation
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Integrated Image Registration for Cardiac MR Perfusion Data
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part I
Markov Random Field Modelling of Royal Road Genetic Algorithms
Selected Papers from the 5th European Conference on Artificial Evolution
An Integrated System for the Analysis and the Recognition of Characters in Ancient Documents
DAS '02 Proceedings of the 5th International Workshop on Document Analysis Systems V
Prediction of Protein Function Using Protein-Protein Interaction Data
CSB '02 Proceedings of the IEEE Computer Society Conference on Bioinformatics
Markov Random Fields with Efficient Approximations
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
FOCS '99 Proceedings of the 40th Annual Symposium on Foundations of Computer Science
Graphcut textures: image and video synthesis using graph cuts
ACM SIGGRAPH 2003 Papers
Pattern Recognition Letters
Binary Partitioning, Perceptual Grouping, and Restoration with Semidefinite Programming
IEEE Transactions on Pattern Analysis and Machine Intelligence
What Energy Functions Can Be Minimizedvia Graph Cuts?
IEEE Transactions on Pattern Analysis and Machine Intelligence
MRF-MAP-MFT visual object segmentation based on motion boundary field
Pattern Recognition Letters
A generative model for separating illumination and reflectance from images
The Journal of Machine Learning Research
A Variational Approach to Remove Outliers and Impulse Noise
Journal of Mathematical Imaging and Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Metadata-Based Approach to Personalized Mobile Resource Sharing
ICDCSW '04 Proceedings of the 24th International Conference on Distributed Computing Systems Workshops - W7: EC (ICDCSW'04) - Volume 7
Markov random field modeled range image segmentation
Pattern Recognition Letters
Gaussian MRF Rotation-Invariant Features for Image Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised Segmentation of Synthetic Aperture Radar Sea Ice Imagery Using MRF Models
CRV '04 Proceedings of the 1st Canadian Conference on Computer and Robot Vision
Texture Classification Using Wavelet Decomposition with Markov Random Field Models
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Unsupervised Texture Segmentation for Multispectral Remote-Sensing Images
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
A MRF Approach for Interpreting Thermochromic Paint
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
A Probabilistic-Based Design Methodology for Nanoscale Computation
Proceedings of the 2003 IEEE/ACM international conference on Computer-aided design
Spontaneous organisation, pattern models, and music
Organised Sound
A generative model for separating illumination and reflectance from images
The Journal of Machine Learning Research
Designing logic circuits for probabilistic computation in the presence of noise
Proceedings of the 42nd annual Design Automation Conference
Using a Markov network model in a univariate EDA: an empirical cost-benefit analysis
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A multistage adaptive thresholding method
Pattern Recognition Letters
Multimodal multispeaker probabilistic tracking in meetings
ICMI '05 Proceedings of the 7th international conference on Multimodal interfaces
Bayesian Modeling of Dynamic Scenes for Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
MCMC-Based Particle Filtering for Tracking a Variable Number of Interacting Targets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters
Optimizing the parameters for patch-based texture synthesis
Proceedings of the 2006 ACM international conference on Virtual reality continuum and its applications
Nanocomputing in the presence of defects and faults: a survey
Nano, quantum and molecular computing
A probabilistic-based design for nanoscale computation
Nano, quantum and molecular computing
Tools and techniques for evaluating reliability trade-offs for NANO-architectures
Nano, quantum and molecular computing
Vectorial scale-based fuzzy-connected image segmentation
Computer Vision and Image Understanding
Automatic video segmentation using genetic algorithms
Pattern Recognition Letters - Special issue: Evolutionary computer vision and image understanding
Approximate Bayesian Multibody Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Deringing cartoons by image analogies
ACM Transactions on Graphics (TOG)
Three-Dimensional Shape Knowledge for Joint Image Segmentation and Pose Tracking
International Journal of Computer Vision
Towards 3-D scene reconstruction from broadcast video
Image Communication
A Finite Markov Random Field approach to fast edge-preserving image recovery
Image and Vision Computing
Minimizing Nonsubmodular Functions with Graph Cuts-A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Designing Nanoscale Logic Circuits Based on Markov Random Fields
Journal of Electronic Testing: Theory and Applications
A neural architecture for fully data driven edge-preserving image restoration
Integrated Computer-Aided Engineering
Automatic selection of MRF control parameters by reactive tabu search
Image and Vision Computing
Stereo image coder based on the MRF model for disparity compensation
EURASIP Journal on Applied Signal Processing
Expanding the class of watermark de-synchronization attacks
Proceedings of the 9th workshop on Multimedia & security
Dynamic Graph Cuts for Efficient Inference in Markov Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
A feature-selective independent component analysis method for functional MRI
Journal of Biomedical Imaging
Learning Probabilistic Models for Contour Completion in Natural Images
International Journal of Computer Vision
Using the wisdom of the crowds for keyword generation
Proceedings of the 17th international conference on World Wide Web
A nonparametric procedure for blind image deblurring
Computational Statistics & Data Analysis
Image magnification based on a blockwise adaptive Markov random field model
Image and Vision Computing
An EDA based on local markov property and gibbs sampling
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A gentle introduction to bilateral filtering and its applications
ACM SIGGRAPH 2008 classes
Texture description using different wavelet transforms based on statistical parameters
WAV'08 Proceedings of the 2nd WSEAS International Conference on Wavelets Theory and Applications in Applied Mathematics, Signal Processing and Modern Science
Limited view CT reconstruction and segmentation via constrained metric labeling
Computer Vision and Image Understanding
Bayesian Oil Spill Segmentation of SAR Images Via Graph Cuts
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Resolution Enhancement of PMD Range Maps
Proceedings of the 30th DAGM symposium on Pattern Recognition
ESA '08 Proceedings of the 16th annual European symposium on Algorithms
Model-Based Segmentation Using Graph Representations
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
Stochastic image warping for improved watermark desynchronization
European Journal of Information Systems
Analysis of Building Textures for Reconstructing Partially Occluded Facades
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
Color image segmentation using morphological clustering and fusion with automatic scale selection
Pattern Recognition Letters
Proceedings of the 2009 symposium on Interactive 3D graphics and games
SAR image segmentation based on mixture context and wavelet hidden-class-label Markov random field
Computers & Mathematics with Applications
Nakagami Markov random field as texture model for ultrasound RF envelope image
Computers in Biology and Medicine
Object segmentation in video via graph cut built on superpixels
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
A Markov random field model-based approach to natural image matting
Journal of Computer Science and Technology
Tracking multiple interacting subcellular structure by sequential Monte Carlo method
International Journal of Data Mining and Bioinformatics
Image Segmentation Using Graph Representations and Local Appearance and Shape Models
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Contextual classification of image patches with latent aspect models
Journal on Image and Video Processing - Special issue on patches in vision
Note: Intensity standardization simplifies brain MR image segmentation
Computer Vision and Image Understanding
Discontinuity-Adaptive Shape from Focus Using a Non-convex Prior
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Real Aperture Axial Stereo: Solving for Correspondences in Blur
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Vectorial scale-based fuzzy-connected image segmentation
Computer Vision and Image Understanding
Optimal estimation of deterioration from diagnostic image sequence
IEEE Transactions on Signal Processing
Augmenting cartographic resources for autonomous driving
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
IEEE Transactions on Image Processing
An MRF-based kernel method for nonlinear feature extraction
Image and Vision Computing
Self-supervised aerial image analysis for extracting parking lot structure
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
International Journal of Computational Science and Engineering
A fully multivariate DEUM algorithm
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Joint Segmentation of Image Ensembles via Latent Atlases
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part I
A new localized superpixel Markov random field for image segmentation
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
MAP-MRF segmentation of lung tumours in PET/CT images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Embedded planar surface segmentation system for stereo images
Machine Vision and Applications
ASID'09 Proceedings of the 3rd international conference on Anti-Counterfeiting, security, and identification in communication
Learning Gaussian mixture models with entropy-based criteria
IEEE Transactions on Neural Networks
Design and implementation of cost-effective probabilistic-based noise-tolerant VLSI circuits
IEEE Transactions on Circuits and Systems Part I: Regular Papers
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Bisection approach for pixel labelling problem
Pattern Recognition
Genetic algorithms for video segmentation
Pattern Recognition
Stochastic super-resolution image reconstruction
Journal of Visual Communication and Image Representation
Counter-examples for Bayesian MAP restoration
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Bounds on the minimizers of (nonconvex) regularized least-squares
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Deducing local influence neighbourhoods with application to edge-preserving image denoising
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Automatic cortical segmentation in the developing brain
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Image modeling and segmentation using incremental Bayesian mixture models
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Incorporating spatial information into 3D-2D image registration
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Proceedings of the 29th DAGM conference on Pattern recognition
Proceedings of the 29th DAGM conference on Pattern recognition
Visual tracking by hypothesis testing
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Robust computation of mutual information using spatially adaptive meshes
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
Graph cuts approach to MRF based linear feature extraction in satellite images
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Image registration using Markov random coefficient fields
IWCIA'08 Proceedings of the 12th international conference on Combinatorial image analysis
Markov-Gibbs random field modeling of 3D skin surface textures for haptic applications
ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
On community outliers and their efficient detection in information networks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Detecting duplicate biological entities using Shortest Path Edit Distance
International Journal of Data Mining and Bioinformatics
Fabric defect classification using radial basis function network
Pattern Recognition Letters
Decision-theoretic Optimal Sampling in Hidden Markov Random Fields
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
IEEE Transactions on Signal Processing
Minimization of monotonically levelable higher order MRF energies via graph cuts
IEEE Transactions on Image Processing
Spatially coherent clustering using graph cuts
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Matte super-resolution for compositing
Proceedings of the 32nd DAGM conference on Pattern recognition
An efficient method for target extraction of infrared images
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Markov random field-based clustering for the integration of multi-view range images
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
MRF labeling for multi-view range image integration
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
MUSP'06 Proceedings of the 6th WSEAS international conference on Multimedia systems & signal processing
Metric labeling and semi-metric embedding for protein annotation prediction
RECOMB'11 Proceedings of the 15th Annual international conference on Research in computational molecular biology
RECOMB'11 Proceedings of the 15th Annual international conference on Research in computational molecular biology
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
A rough-fuzzy HSV color histogram for image segmentation
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
A closed form algorithm for superresolution
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
Adaptive foreground and shadow detection in image sequences
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Editors Choice Article: Tracking highly correlated targets through statistical multiplexing
Image and Vision Computing
Optimization by Stochastic Continuation
SIAM Journal on Imaging Sciences
Integro-Differential Equations Based on $(BV, L^1)$ Image Decomposition
SIAM Journal on Imaging Sciences
An MRF-ICA based algorithm for image separation
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Adaptive stereo brain images segmentation based on the weak membrane model
CIS'04 Proceedings of the First international conference on Computational and Information Science
Combinatorial markov random fields
ECML'06 Proceedings of the 17th European conference on Machine Learning
Circulation and topological control in image segmentation
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Modeling micro-patterns for feature extraction
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Neural network based texture segmentation using a markov random field model
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Pattern Recognition Letters
Color image segmentation through unsupervised gaussian mixture models
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
An efficient unsupervised MRF image clustering method
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Range map superresolution-inpainting, and reconstruction from sparse data
Computer Vision and Image Understanding
Fast edge preserving picture recovery by finite markov random fields
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Optimal parameter estimation for MRF stereo matching
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Defining consistency to detect change using inexact graph matching
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Conditional random fields for transmembrane helix prediction
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Bayesian image segmentation using gaussian field priors
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Towards Unrestrained Depth Inference with Coherent Occlusion Filling
International Journal of Computer Vision
Approximating a class of classification problems
Efficient Approximation and Online Algorithms
A comparative study of energy minimization methods for markov random fields
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
WBIR'06 Proceedings of the Third international conference on Biomedical Image Registration
Relevance criteria for data mining using error-tolerant graph matching
IWCIA'06 Proceedings of the 11th international conference on Combinatorial Image Analysis
A discontinuity adaptive method for super-resolution of license plates
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
A new extension of kalman filter to non-gaussian priors
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Multicue graph mincut for image segmentation
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
A Markovianity based optimisation algorithm
Genetic Programming and Evolvable Machines
Object segmentation in video via graph cut built on superpixels
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
A training-based method for reducing ringing artifact in BDCT-encoded images
EGMM'04 Proceedings of the Seventh Eurographics conference on Multimedia
Closed-Form relaxation for MRF-MAP tissue classification using discrete laplace equations
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Fast tiered labeling with topological priors
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Matte based generation of land cover maps
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Model-based adaptive spatial sampling for occurrence map construction
Statistics and Computing
Simultaneous image interpolation for stereo images
Signal Processing
Robust diffeomorphic mapping via geodesically controlled active shapes
Journal of Biomedical Imaging
Pattern Recognition Letters
A graph theoretic approach to simulation and classification
Computational Statistics & Data Analysis
Gaussian mixture model based segmentation methods for brain MRI images
Artificial Intelligence Review
Predicting Protein Functions from Protein Interaction Networks
International Journal of Knowledge Discovery in Bioinformatics
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