Search results for "Markov random fields"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Jun Zhu, Ni Lao, Eric P. Xing	Grafting-light: fast, incremental feature selection and structure learning of Markov random fields.	KDD	2010	DBLP DOI BibTeX RDF	feature selection, Markov random fields, structure learning
3	Tae-Hyung Kim, Il Kyu Eom, Yoo Shin Kim	Multiscale Bayesian texture segmentation using neural networks and Markov random fields.	Neural Computing and Applications	2009	DBLP DOI BibTeX RDF	Multi-scale Bayesian texture segmentation, Neural networks, Wavelet transform, Markov random fields, Gibbs sampler
3	Jesse Butterfield, Odest Chadwicke Jenkins, David M. Sobel, Jonas Schwertfeger	Modeling Aspects of Theory of Mind with Markov Random Fields.	I. J. Social Robotics	2009	DBLP DOI BibTeX RDF	Markov random fields, Belief propagation, Multi-robot, Theory of Mind
3	Richard Szeliski, Ramin Zabih, Daniel Scharstein, Olga Veksler, Vladimir Kolmogorov, Aseem Agarwala, Marshall F. Tappen, Carsten Rother	A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	Global optimization, Markov random fields, Graph cuts, Belief propagation, Performance evaluation of algorithms and systems
3	Ke Zhang, Huidong Jin, Zhouyu Fu, Nianjun Liu	Optimal Learning High-Order Markov Random Fields Priors of Colour Image.	ACCV	2007	DBLP DOI BibTeX RDF	image prior, colour image denoising, Markov random fields
3	Flávio Milsztajn, Klaus de Geus	Three-dimensional segmentation of brain tissues using Markov random fields and genetic algorithms.	SAC	2007	DBLP DOI BibTeX RDF	brain segmentation, genetic algorithms, Markov random fields
3	Kundan Nepal, R. Iris Bahar, Joseph L. Mundy, William R. Patterson, Alexander Zaslavsky	Optimizing noise-immune nanoscale circuits using principles of Markov random fields.	ACM Great Lakes Symposium on VLSI	2006	DBLP DOI BibTeX RDF	Markov random fields, error correcting codes, emerging technologies, noise immunity, circuit optimization, subthreshold operation
3	Constantinos Daskalakis, Christos H. Papadimitriou	Computing pure nash equilibria in graphical games via markov random fields.	ACM Conference on Electronic Commerce	2006	DBLP DOI BibTeX RDF	markov random fields, nash equilibrium, treewidth
3	Minh Pham, Mei Xiang, Chih-Cheng Hung, Bor-Chen Kuo	A comparative study on the K-views classifier and Markov random fields for image texture classification.	ACM Southeast Regional Conference	2005	DBLP DOI BibTeX RDF	spatial image classifiers, Markov random fields (MRF)
3	Raymond Wan, Hiroshi Mamitsuka, Kiyoko F. Aoki	Cleaning microarray expression data using Markov random fields based on profile similarity.	SAC	2005	DBLP DOI BibTeX RDF	microarray expression profile similarity, markov random fields, data cleaning
3	Jon M. Kleinberg, Éva Tardos	Approximation algorithms for classification problems with pairwise relationships: metric labeling and Markov random fields.	J. ACM	2002	DBLP DOI BibTeX RDF	metric labeling, classification, Approximation algorithms, Markov random fields
3	Dorit S. Hochbaum	An efficient algorithm for image segmentation, Markov random fields and related problems.	J. ACM	2001	DBLP DOI BibTeX RDF	parametric minimum cut, Markov random fields, Convex optimization, strongly polynomial algorithms
3	Jon M. Kleinberg, Éva Tardos	Approximation Algorithms for Classification Problems with Pairwise Relationships: Metric Labeling and Markov Random Fields.	FOCS	1999	DBLP DOI BibTeX RDF	clustering, image processing, Markov random fields, graph partitioning, facility location, Classification problems
3	Robert G. Aykroyd	Bayesian Estimation for Homogeneous and Inhomogeneous Gaussian Random Fields.	IEEE Trans. Pattern Anal. Mach. Intell.	1998	DBLP DOI BibTeX RDF	compound Gauss-Markov random fields, coupled random fields, doubly stochastic random fields, Markov random fields, Metropolis-Hastings algorithm, Adaptive smoothing
3	Fabrice Heitz, Patrick Bouthemy	Multimodal Estimation of Discontinuous Optical Flow using Markov Random Fields.	IEEE Trans. Pattern Anal. Mach. Intell.	1993	DBLP DOI BibTeX RDF	multimodal estimation, discontinuous optical flow, dense velocity fields, occlusion regions, flow estimation, global statistical models, gradient-based motion constraint equations, feature-based motion constraint equations, deterministic relaxation algorithms, real world image sequences, synthetic image sequences, motion estimation, motion estimation, image sequences, Markov random fields, Markov processes, statistics, Bayes methods, Bayesian estimation, ill-posed problem, visual motion, motion boundaries
2	Wei Feng, Jiaya Jia, Zhi-Qiang Liu	Self-Validated Labeling of Markov Random Fields for Image Segmentation.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	Self-validated labeling, graduated graph cuts, split-and-merge, image segmentation, Markov random fields (MRFs)
2	Christian Wolf	Document Ink Bleed-Through Removal with Two Hidden Markov Random Fields and a Single Observation Field.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	document image restoration, Markov random fields, graph cuts, Bayesian estimation
2	Ainhoa Llorente, Raghavan Manmatha, Stefan M. Rüger	Image retrieval using Markov Random Fields and global image features.	CIVR	2010	DBLP DOI BibTeX RDF	Markov processes, nonparametric statistics
2	Matthew G. Reyes, David L. Neuhoff	Lossless Reduced Cutset Coding of Markov Random Fields.	DCC	2010	DBLP DOI BibTeX RDF	Markov random fields, source coding, information geometry, cutsets
2	Martin Lettner, Robert Sablatnig	Higher order MRF for foreground-background separation in multi-spectral images of historical manuscripts.	Document Analysis Systems	2010	DBLP DOI BibTeX RDF	foreground-background separation, Markov random fields, document image analysis, multi-spectral images
2	Ilias Maglogiannis, Demosthenes Vouyioukas, Chris Aggelopoulos	Face detection and recognition of natural human emotion using Markov random fields.	Personal and Ubiquitous Computing	2009	DBLP DOI BibTeX RDF	ICM, Image segmentation, Markov random field, Face detection, Emotion recognition
2	Daniel Munoz, Nicolas Vandapel, Martial Hebert	Onboard contextual classification of 3-D point clouds with learned high-order Markov Random Fields.	ICRA	2009	DBLP DOI BibTeX RDF
2	Jia Zeng, Zhi-Qiang Liu	Type-2 Fuzzy Markov Random Fields and Their Application to Handwritten Chinese Character Recognition.	IEEE T. Fuzzy Systems	2008	DBLP DOI BibTeX RDF
2	Lara Fontanella, L. Ippoliti, R. J. Martin, S. Trivisonno	Interpolation of spatial and spatio-temporal Gaussian fields using Gaussian Markov random fields.	Adv. Data Analysis and Classification	2008	DBLP DOI BibTeX RDF	Mathematics Subject Classification (2000) 62M30, 62M40, 62M20
2	Jason K. Johnson, Alan S. Willsky	A Recursive Model-Reduction Method for Approximate Inference in Gaussian Markov Random Fields.	IEEE Transactions on Image Processing	2008	DBLP DOI BibTeX RDF
2	Youngchul Sung, H. Vincent Poor, Heejung Yu	Large deviations analysis for the detection of 2D hidden Gauss-Markov random fields using sensor networks.	ICASSP	2008	DBLP DOI BibTeX RDF
2	Makoto Sato, Shuichiro Imahara	Clustering Geospatial Objects via Hidden Markov Random Fields.	ICDM	2008	DBLP DOI BibTeX RDF
2	Kai Guo, Xiaokang Yang, Rui Zhang, Guangtao Zhai, Songyu Yu	Face super-resolution using 8-connected Markov Random Fields with embedded prior.	ICPR	2008	DBLP DOI BibTeX RDF
2	Keming Chen, Chunlei Huo, Jian Cheng, Zhixin Zhou, Hanqing Lu	Change detection based on adaptive Markov Random Fields.	ICPR	2008	DBLP DOI BibTeX RDF
2	Jérôme Darbon	Global Optimization for First Order Markov Random Fields with Submodular Priors.	IWCIA	2008	DBLP DOI BibTeX RDF
2	Kersten Petersen, Janis Fehr, Hans Burkhardt	Fast Generalized Belief Propagation for MAP Estimation on 2D and 3D Grid-Like Markov Random Fields.	DAGM-Symposium	2008	DBLP DOI BibTeX RDF
2	Andrej Bogdanov, Elchanan Mossel, Salil P. Vadhan	The Complexity of Distinguishing Markov Random Fields.	APPROX-RANDOM	2008	DBLP DOI BibTeX RDF
2	Guy Bresler, Elchanan Mossel, Allan Sly	Reconstruction of Markov Random Fields from Samples: Some Observations and Algorithms.	APPROX-RANDOM	2008	DBLP DOI BibTeX RDF
2	Song Liu, Jagath C. Rajapakse	Protein localization on cellular images with Markov random fields.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Huaigu Cao, Venu Govindaraju	Processing and retrieving handwritten medical forms.	DG.O	2008	DBLP DOI BibTeX RDF	information retrieval, OCR, Markov random fields
2	Jia Zeng, Zhi-Qiang Liu	Markov Random Field-Based Statistical Character Structure Modeling for Handwritten Chinese Character Recognition.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	handwritten Chinese character recognition, statistical-structural character modeling, Markov random fields
2	Edgar Arce Santana, Alfonso Alba	Image Registration Using Markov Random Coefficient Fields.	IWCIA	2008	DBLP DOI BibTeX RDF	Intensity Transformation Function, Markov Random Fields, Image Registration, Bayesian Estimation
2	Pushmeet Kohli, Philip H. S. Torr	Dynamic Graph Cuts for Efficient Inference in Markov Random Fields.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	Dynamic graph cuts, st-mincut, Markov Random Fields, Energy Minimization, Video segmentation, Maximum flow
2	Florence Forbes, Gersende Fort	Combining Monte Carlo and Mean-Field-Like Methods for Inference in Hidden Markov Random Fields.	IEEE Transactions on Image Processing	2007	DBLP DOI BibTeX RDF
2	Kundan Nepal, R. Iris Bahar, Joseph L. Mundy, William R. Patterson, Alexander Zaslavsky	Designing Nanoscale Logic Circuits Based on Markov Random Fields.	J. Electronic Testing	2007	DBLP DOI BibTeX RDF	reliability, redundancy, Markov random fields, noise immunity, probabilistic computing
2	Liang Xiong, Fei Wang 0001, Changshui Zhang	Multilevel Belief Propagation for Fast Inference on Markov Random Fields.	ICDM	2007	DBLP DOI BibTeX RDF
2	X.-D. Zhou, C.-L. Liu, Solen Quiniou, Éric Anquetil	Text/Non-text Ink Stroke Classification in Japanese Handwriting Based on Markov Random Fields.	ICDAR	2007	DBLP DOI BibTeX RDF
2	Victor S. Lempitsky, Carsten Rother, Andrew Blake	LogCut - Efficient Graph Cut Optimization for Markov Random Fields.	ICCV	2007	DBLP DOI BibTeX RDF
2	Matthew G. Reyes, Xiaonan Zhao, David L. Neuhoff, Thrasyvoulos N. Pappas	Lossy Compression of Bilevel Images Based on Markov Random Fields.	ICIP	2007	DBLP DOI BibTeX RDF
2	Huy Tho Ho, Roland Göcke	Automatic Parametrisation for an Image Completion Method Based on Markov Random Fields.	ICIP	2007	DBLP DOI BibTeX RDF
2	Huy Tho Ho, Roland Göcke	Quaternion Potential Functions for a Colour Image Completion Method Using Markov Random Fields.	DICTA	2007	DBLP DOI BibTeX RDF
2	Donald Metzler, W. Bruce Croft	Latent concept expansion using markov random fields.	SIGIR	2007	DBLP DOI BibTeX RDF	information retrieval, markov random fields, query expansion
2	Jun Zhu, Zaiqing Nie, Bo Zhang, Ji-Rong Wen	Dynamic hierarchical Markov random fields and their application to web data extraction.	ICML	2007	DBLP DOI BibTeX RDF
2	Rene Donner, Branislav Micusík, Georg Langs, Lech Szumilas, Philipp Peloschek, Klaus Friedrich, Horst Bischof	Object Localization Based on Markov Random Fields and Symmetry Interest Points.	MICCAI	2007	DBLP DOI BibTeX RDF
2	Carlos Hernández-Gracidas, Luis Enrique Sucar	Markov Random Fields and Spatial Information to Improve Automatic Image Annotation.	PSIVT	2007	DBLP DOI BibTeX RDF	content-based image retrieval, Markov random fields, Spatial relations, automatic image annotation
2	Huang Ting, Shifeng Chen, Jianzhuang Liu, Xiaoou Tang	Image inpainting by global structure and texture propagation.	ACM Multimedia	2007	DBLP DOI BibTeX RDF	markov random fields, belief propagation, inpainting, image completion
2	Vladimir Kolmogorov, Carsten Rother	Minimizing Nonsubmodular Functions with Graph Cuts-A Review.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	quadratic pseudo-Boolean optimization, min cut/max flow, texture restoration, Markov Random Fields, Energy minimization
2	Nikos Komodakis, Georgios Tziritas	Approximate Labeling via Graph Cuts Based on Linear Programming.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	linear programming, Global optimization, Markov Random Fields, graph algorithms, image restoration, motion, stereo, early vision, pixel classification, graph labeling, graph-theoretic methods
2	Yang Chen, Wufan Chen, Pengcheng Shi, Yanqiu Feng, Qianjin Feng, Qingqi Wang, Zhiyong Huang	A Novel Way of Incorporating Large-Scale Knowledge into MRF Prior Model.	AIME	2007	DBLP DOI BibTeX RDF	emission tomography, nonlocal prior, Markov Random Fields (MRF), Bayesian reconstruction
2	Yang Chen, Wufan Chen, Pengcheng Shi, Yanqiu Feng, Qianjin Feng, Qingqi Wang, Zhiyong Huang	Bayesian Reconstruction Using a New Nonlocal MRF Prior for Count-Limited PET Transmission Scans.	ICIAR	2007	DBLP DOI BibTeX RDF	Transmission Tomography, nonlocal prior, local prior, Markov Random Fields (MRF), Positron Emission Tomography (PET)
2	Hongtu Zhu, Minggao Gu, Bradley S. Peterson	Maximum likelihood from spatial random effects models via the stochastic approximation expectation maximization algorithm.	Statistics and Computing	2007	DBLP DOI BibTeX RDF	Spatial random effects models, Markov random fields, Markov chain Monte Carlo, Expectation maximization, Stochastic approximation
2	Fabien Salzenstein, Christophe Collet	Fuzzy Markov Random Fields versus Chains for Multispectral Image Segmentation.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	Fuzzy Markov field, fuzzy Markov chain, parameterized joint density, multispectral image segmentation, missing data
2	Martin J. Wainwright, Michael I. Jordan	Log-determinant relaxation for approximate inference in discrete Markov random fields.	IEEE Transactions on Signal Processing	2006	DBLP DOI BibTeX RDF
2	Cédric Demonceaux, Pascal Vasseur	Adaptative Markov Random Fields for Omnidirectional Vision.	ICPR	2006	DBLP DOI BibTeX RDF
2	Jia Zeng, Zhi-Qiang Liu	Stroke Segmentation of Chinese Characters Using Markov Random Fields.	ICPR	2006	DBLP DOI BibTeX RDF
2	Ron Bekkerman, Mehran Sahami, Erik G. Learned-Miller	Combinatorial Markov Random Fields.	ECML	2006	DBLP DOI BibTeX RDF
2	Tomás Crivelli, Bruno Cernuschi-Frías, Patrick Bouthemy, Jian-Feng Yao	Mixed-State Markov Random Fields for Motion Texture Modeling and Segmentation.	ICIP	2006	DBLP DOI BibTeX RDF
2	Richard Szeliski, Ramin Zabih, Daniel Scharstein, Olga Veksler, Vladimir Kolmogorov, Aseem Agarwala, Marshall F. Tappen, Carsten Rother	A Comparative Study of Energy Minimization Methods for Markov Random Fields.	ECCV	2006	DBLP DOI BibTeX RDF
2	Xiangyang Lan, Stefan Roth, Daniel P. Huttenlocher, Michael J. Black	Efficient Belief Propagation with Learned Higher-Order Markov Random Fields.	ECCV	2006	DBLP DOI BibTeX RDF
2	Antonio López, José Manuel Martín, Rafael Molina, Aggelos K. Katsaggelos	Transmission Tomography Reconstruction Using Compound Gauss-Markov Random Fields and Ordered Subsets.	ICIAR	2006	DBLP DOI BibTeX RDF
2	Kundan Nepal, R. Iris Bahar, Joseph L. Mundy, William R. Patterson, Alexander Zaslavsky	MRF Reinforcer: A Probabilistic Element for Space Redundancy in Nanoscale Circuits.	IEEE Micro	2006	DBLP DOI BibTeX RDF	Reliability, redundancy, Markov random fields, noise immunity, probabilistic computing
2	Tai-Pang Wu, Kam-Lun Tang, Chi-Keung Tang, Tien-Tsin Wong	Dense Photometric Stereo: A Markov Random Field Approach.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	normal and surface reconstruction, robust inference, real-time relighting, Markov random fields, graph cuts, belief propagation, Photometric stereo
2	Gorthi R. K. Sai Subrahmanyam, A. N. Rajagopalan, Rangarajan Aravind	A New Extension of Kalman Filter to Non-Gaussian Priors.	ICVGIP	2006	DBLP DOI BibTeX RDF	Dynamic state space models, Auto-regressive models, Markov random fields, Kalman filter, Importance sampling
2	Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson	Creating Multi-layered 3D Images Using Reversible Jump MCMC Algorithms.	ISVC	2006	DBLP DOI BibTeX RDF	3D ranging and imaging, reversible jump Markov chain Monte Carlo, multi-layered image, time-correlated single photon counting, burst illumination laser, Markov random fields
2	Yang Chen, Wufan Chen, Yanqiu Feng, Qianjin Feng	Convergent Bayesian Reconstruction for PET Using New MRF Quadratic Membrane-Plate Hybrid Multi-order Prior.	MIAR	2006	DBLP DOI BibTeX RDF	PET (Positron Emission Tomography), Membrane-Plate hybrid prior, MRF (Markov random fields), Bayesian reconstruction
2	Stéphane Nicolas, Yousri Kessentini, Thierry Paquet, Laurent Heutte	Handwritten Document Segmentation Using Hidden Markov Random Fields.	ICDAR	2005	DBLP DOI BibTeX RDF
2	Jia Zeng, Zhi-Qiang Liu	Markov Random Fields for Handwritten Chinese Character Recognition.	ICDAR	2005	DBLP DOI BibTeX RDF
2	Michele Ceccarelli	Fast Edge Preserving Picture Recovery by Finite Markov Random Fields.	ICIAP	2005	DBLP DOI BibTeX RDF
2	Dragomir Anguelov, Benjamin Taskar, Vassil Chatalbashev, Daphne Koller, Dinkar Gupta, Geremy Heitz, Andrew Y. Ng	Discriminative Learning of Markov Random Fields for Segmentation of 3D Scan Data.	CVPR	2005	DBLP DOI BibTeX RDF
2	Salim Chitroub	Contextual classifier combination by Markov random fields-Bayes formalism and evolutionary programming. Application: image classification enhancement.	AICCSA	2005	DBLP DOI BibTeX RDF
2	Abdulkadir Sengür, Ibrahim Türkoglu, M. Cevdet Ince	Unsupervised Image Segmentation Using Markov Random Fields.	TAINN	2005	DBLP DOI BibTeX RDF
2	Donald Metzler, W. Bruce Croft	A Markov random field model for term dependencies.	SIGIR	2005	DBLP DOI BibTeX RDF	information retrieval, Markov random fields, term dependence, phrases
2	David A. Clausi, Bing Yue	Texture Segmentation Comparison Using Grey Level Co-Occurrence Probabilities and Markov Random Fields.	ICPR	2004	DBLP DOI BibTeX RDF
2	William Robson Schwartz, Hélio Pedrini	Texture classification based on spatial dependence features using co-occurrence matrices and markov random fields.	ICIP	2004	DBLP DOI BibTeX RDF
2	Andreas Pichler, Robert B. Fisher, Markus Vincze	Decomposition of range images using markov random fields.	ICIP	2004	DBLP DOI BibTeX RDF
2	Sugato Basu, Mikhail Bilenko, Raymond J. Mooney	A probabilistic framework for semi-supervised clustering.	KDD	2004	DBLP DOI BibTeX RDF	hidden Markov random fields, semi-supervised clustering, distance metric learning
2	Rafael Molina, Javier Mateos, Aggelos K. Katsaggelos, Miguel Vega	Bayesian multichannel image restoration using compound Gauss-Markov random fields.	IEEE Transactions on Image Processing	2003	DBLP DOI BibTeX RDF
2	Florence Forbes, Nathalie Peyrard	Hidden Markov Random Field Model Selection Criteria Based on Mean Field-Like Approximations.	IEEE Trans. Pattern Anal. Mach. Intell.	2003	DBLP DOI BibTeX RDF	hidden Markov random fields, Image segmentation, model selection, partition function, Bayesian Information Criterion, mean field approximation
2	Francesco Lagona	Adjacency selection in Markov Random Fields for high spatial resolution hyperspectral data.	Journal of Geographical Systems	2002	DBLP DOI BibTeX RDF
2	Marcos Martín-Fernández, Carlos Alberola	A Bayesian Approach to in vivo Kidney Ultrasound Contour Detection Using Markov Random Fields.	MICCAI	2002	DBLP DOI BibTeX RDF
2	Song Chun Zhu, Xiuwen Liu	Learning in Gibbsian Fields: How Accurate and How Fast Can It Be?	IEEE Trans. Pattern Anal. Mach. Intell.	2002	DBLP DOI BibTeX RDF	minimax entropy learning, Markov random fields, maximum-likelihood estimate, Markov chain Monte Carlo, importance sampling, texture modeling
2	Max Mignotte, Jean Meunier, Jean-Claude Tardif	Endocardial Boundary E timation and Tracking in Echocardiographic Images using Deformable Template and Markov Random Fields.	Pattern Anal. Appl.	2001	DBLP BibTeX RDF	Boundary estimation, Tracking, Markov Random Fields, Deformable templates, Echocardiography
2	Franco Bartolini, Roberto Caldelli, Vittorio Romagnoli	Direct estimate of motion parameters by means of Markov random fields.	ICIP	2001	DBLP DOI BibTeX RDF
2	Gustavo J. Fernández, Julio Jacobo-Berlles, Marisa Bauzá, Patricia Borensztejn, Marta Mejail	Parallelization of ARTUR Algorithm using PVM. (PDF / PS)	SIBGRAPI	2000	DBLP DOI BibTeX RDF	ARTUR algorithm, algorithm parallelization, Markov random fields, noise, image restoration, image restoration, PVM, Parallel Virtual Machine, blur
2	Song Chun Zhu	Stochastic Jump-Diffusion Process for Computing Medial Axes in Markov Random Fields.	IEEE Trans. Pattern Anal. Mach. Intell.	1999	DBLP DOI BibTeX RDF	Markov random field, energy minimization, Medial axis transform, jump-diffusion process
2	Song Chun Zhu	Embedding Gestalt Laws in Markov Random Fields.	IEEE Trans. Pattern Anal. Mach. Intell.	1999	DBLP DOI BibTeX RDF	Gestalt laws, shape synthesis, Markov random field, active contour, maximum entropy, shape modeling, perceptual grouping
2	Djamel Bouchaffra, Venu Govindaraju, Sargur N. Srihari	Postprocessing of Recognized Strings Using Nonstationary Markovian Models.	IEEE Trans. Pattern Anal. Mach. Intell.	1999	DBLP DOI BibTeX RDF	Nonstationary hidden Markov models, zip code recognition, class conditional probability, Markov random fields, postprocessing
2	George Saon	Cursive word recognition using a random field based hidden Markov model.	IJDAR	1999	DBLP DOI BibTeX RDF	Offline handwriting recognition, Hidden Markov models, Markov random fields
2	Suhail S. Saquib, Charles A. Bouman, Ken D. Sauer	ML parameter estimation for Markov random fields with applications to Bayesian tomography.	IEEE Transactions on Image Processing	1998	DBLP DOI BibTeX RDF
2	Vittorio Murino, Andrea Trucco, Carlo S. Regazzoni	A Probabilistic Approach to the Coupled Reconstruction and Restoration of Underwater Acoustic Images.	IEEE Trans. Pattern Anal. Mach. Intell.	1998	DBLP DOI BibTeX RDF	underwater acoustic imaging, confidence-based approach, Markov random fields, Reconstruction, restoration, beamforming, physics-based vision
2	Mário A. T. Figueiredo, José M. N. Leitão	Unsupervised image restoration and edge location using compound Gauss-Markov random fields and the MDL principle.	IEEE Transactions on Image Processing	1997	DBLP DOI BibTeX RDF
2	A. Mabbmann, Stefan Posch, Gerhard Sagerer, Daniel Schlüter	Using Markov Random Fields for Contour-Based Grouping. (PDF / PS)	ICIP	1997	DBLP DOI BibTeX RDF	contour-based grouping, contour-based segmentation, image primitives, image data regularities, Gestalt psychology, local evidence, hand labelled training set, abstraction, Markov random fields, Markov processes, hierarchy, real data
2	Thomas Meier, King Ngi Ngan, Gregory A. Crebbin	A Robust Markovian Segmentation Based on Highest Confidence First (HCF). (PDF / PS)	ICIP	1997	DBLP DOI BibTeX RDF	robust Markovian segmentation, highest confidence first, mean gray levels, wrong detected boundaries, edge information, small objects detection, edge detection, Markov random fields, images
2	Andrea Teschioni, Carlo S. Regazzoni, Elena Stringa	A Markovian Approach to Color Image Restoration Based on Space Filling Curves. (PDF / PS)	ICIP	1997	DBLP DOI BibTeX RDF	color image restoration, vectorial extension, scalar deterministic solution, scalar image, grey levels, vectorial space, Markov random fields, MRF, image restoration, space-filling curves, energy function, computational load, Euclidean norm
2	Jun Zhang 0006	The application of the Gibbs-Bogoliubov-Feynman inequality in mean field calculations for Markov random fields.	IEEE Transactions on Image Processing	1996	DBLP DOI BibTeX RDF