Search results for "MRFs"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
103	Chao Wang 0050, Srinivasan Parthasarathy 0001	Learning Approximate MRFs from Large Transaction Data.	PKDD	2006	DBLP DOI BibTeX RDF
76	Nikos Komodakis, Georgios Tziritas, Nikos Paragios	Fast, Approximately Optimal Solutions for Single and Dynamic MRFs.	CVPR	2007	DBLP DOI BibTeX RDF
68	Jun Zhu 0001, 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
68	Krishnamurthy Dvijotham, Soumen Chakrabarti, Subhasis Chaudhuri	New Closed-Form Bounds on the Partition Function.	ECML/PKDD (1)	2008	DBLP DOI BibTeX RDF
63	Shih-Shinh Huang, Li-Chen Fu, Pei-Yung Hsiao	Region-Level Motion-Based Background Modeling and Subtraction Using MRFs.	IEEE Trans. Image Process.	2007	DBLP DOI BibTeX RDF
55	Jiejie Zhu, Liang Wang 0002, Jizhou Gao, Ruigang Yang	Spatial-Temporal Fusion for High Accuracy Depth Maps Using Dynamic MRFs.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	time-of-flight sensor, global optimization, MRFs, data fusion, Stereo
54	Jinyan Shao, Long Wang 0001, Junzhi Yu	Development of the Multiple Robot Fish Cooperation System.	IEA/AIE	2006	DBLP DOI BibTeX RDF
54	Elitza N. Maneva, Elchanan Mossel, Martin J. Wainwright	A new look at survey propagation and its generalizations.	SODA	2005	DBLP BibTeX RDF
54	Sarat C. Dass, Anil K. Jain 0001, Xiaoguang Lu	Face Detection and Synthesis Using Markov Random Field Models.	ICPR (4)	2002	DBLP DOI BibTeX RDF
49	Ben Glocker, Nikos Komodakis, Nikos Paragios, Nassir Navab	Approximated Curvature Penalty in Non-rigid Registration Using Pairwise MRFs.	ISVC (1)	2009	DBLP DOI BibTeX RDF
49	Asem M. Ali, Aly A. Farag, Georgy L. Gimel'farb	Optimizing Binary MRFs with Higher Order Cliques.	ECCV (3)	2008	DBLP DOI BibTeX RDF
49	Carsten Rother, Vladimir Kolmogorov, Victor S. Lempitsky, Martin Szummer	Optimizing Binary MRFs via Extended Roof Duality.	CVPR	2007	DBLP DOI BibTeX RDF
49	Shih-Shinh Huang, Li-Chen Fu, Pei-Yung Hsiao	Region-Level Motion-Based Foreground Detection with Shadow Removal Using MRFs.	ACCV (1)	2006	DBLP DOI BibTeX RDF
41	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
41	Jia Zeng, Zhi-Qiang Liu	Type-2 Fuzzy Markov Random Fields and Their Application to Handwritten Chinese Character Recognition.	IEEE Trans. Fuzzy Syst.	2008	DBLP DOI BibTeX RDF
41	Elitza N. Maneva, Elchanan Mossel, Martin J. Wainwright	A new look at survey propagation and its generalizations.	J. ACM	2007	DBLP DOI BibTeX RDF	sum-product, survey propagation, message-passing, Markov random field, belief propagation, Gibbs sampling, Satisfiability problems, factor graph, k-SAT
41	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
41	Chi-Hoon Lee, Mark Schmidt 0001, Albert Murtha, Aalo Bistritz, Jörg Sander 0001, Russell Greiner	Segmenting Brain Tumors with Conditional Random Fields and Support Vector Machines.	CVBIA	2005	DBLP DOI BibTeX RDF
35	Karteek Alahari, Pushmeet Kohli, Philip H. S. Torr	Reduce, reuse & recycle: Efficiently solving multi-label MRFs.	CVPR	2008	DBLP DOI BibTeX RDF
35	Nikos Komodakis, Nikos Paragios	Beyond Loose LP-Relaxations: Optimizing MRFs by Repairing Cycles.	ECCV (3)	2008	DBLP DOI BibTeX RDF
35	Pushmeet Kohli, Alexander Shekhovtsov, Carsten Rother, Vladimir Kolmogorov, Philip H. S. Torr	On partial optimality in multi-label MRFs.	ICML	2008	DBLP DOI BibTeX RDF
35	Yadong Mu, Bingfeng Zhou	Co-segmentation of Image Pairs with Quadratic Global Constraint in MRFs.	ACCV (2)	2007	DBLP DOI BibTeX RDF
35	Rui Huang 0001, Vladimir Pavlovic 0001, Dimitris N. Metaxas	A Graphical Model Framework for Coupling MRFs and Deformable Models.	CVPR (2)	2004	DBLP DOI BibTeX RDF
35	Rita Cucchiara, Andrea Prati 0001, Roberto Vezzani	Object Segmentation in Videos from Moving Camera with MRFs on Color and Motion Features.	CVPR (1)	2003	DBLP DOI BibTeX RDF
33	Wei Feng 0005, 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)
27	Hongbo Zhou 0001, Qiang Cheng, Zhikun She	Reparameterization based consistent graph-structured linear programs.	SAC	2010	DBLP DOI BibTeX RDF	MAP optimality, linear program, Markov random field
27	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
27	Khaled M. Elbassioni, Rajiv Raman 0001, Saurabh Ray, René Sitters	On the approximability of the maximum feasible subsystem problem with 0/1-coefficients.	SODA	2009	DBLP DOI BibTeX RDF
27	Krishnamurthy Dvijotham, Soumen Chakrabarti, Subhasis Chaudhuri	New closed-form bounds on the partition function.	Mach. Learn.	2008	DBLP DOI BibTeX RDF	Associative potential, Graphical model, Variational methods, Belief propagation, Partition function, Approximate inference
27	Ying Zhu, Taikun Cheng, Krishnamoorthy Sivakumar, Benjamin Belzer	Markov Random Field Detection on Two-Dimensional Intersymbol Interference Channels.	IEEE Trans. Signal Process.	2008	DBLP DOI BibTeX RDF
27	Jerod J. Weinman, Lam C. Tran, Christopher J. Pal	Efficiently Learning Random Fields for Stereo Vision with Sparse Message Passing.	ECCV (1)	2008	DBLP DOI BibTeX RDF
27	Jue Wu, Albert C. S. Chung	A Segmentation Model Using Compound Markov Random Fields Based on a Boundary Model.	IEEE Trans. Image Process.	2007	DBLP DOI BibTeX RDF
27	Victor S. Lempitsky, Carsten Rother, Andrew Blake 0001	LogCut - Efficient Graph Cut Optimization for Markov Random Fields.	ICCV	2007	DBLP DOI BibTeX RDF
27	Matthew G. Reyes, Xiaonan Zhao, David L. Neuhoff, Thrasyvoulos N. Pappas	Lossy Compression of Bilevel Images Based on Markov Random Fields.	ICIP (2)	2007	DBLP DOI BibTeX RDF
27	Liang Xiong, Fei Wang 0001, Changshui Zhang	Multilevel Belief Propagation for Fast Inference on Markov Random Fields.	ICDM	2007	DBLP DOI BibTeX RDF
27	Alexander Kleiner, Rainer Kümmerle	Genetic MRF model optimization for real-time victim detection in search and rescue.	IROS	2007	DBLP DOI BibTeX RDF
27	Ioannis M. Dokas, Konstantinos Kitis, Christos Dodis, Demetrios C. Panagiotakopoulos, Demetrios A. Karras	Knowledge Acquisition and Risk Analysis in Material Recovery Facilities by a Virtual Team.	ITEE	2007	DBLP DOI BibTeX RDF
27	Benoit Scherrer, Michel Dojat, Florence Forbes, Catherine Garbay	LOCUS: LOcal Cooperative Unified Segmentation of MRI Brain Scans.	MICCAI (1)	2007	DBLP DOI BibTeX RDF
27	Tomás Werner	What is decreased by the max-sum arc consistency algorithm?	ICML	2007	DBLP DOI BibTeX RDF
27	Chi-Hoon Lee, Russell Greiner, Osmar R. Zaïane	Efficient Spatial Classification Using Decoupled Conditional Random Fields.	PKDD	2006	DBLP DOI BibTeX RDF
27	M. Pawan Kumar, Philip H. S. Torr, Andrew Zisserman	An Object Category Specific mrffor Segmentation.	Toward Category-Level Object Recognition	2006	DBLP DOI BibTeX RDF
27	Nicola Sgambelluri, Enzo Pasquale Scilingo, Antonio Bicchi, Rocco Rizzo, Marco Raugi	Advanced modelling and preliminary psychophysical experiments for a free-hand haptic device.	IROS	2006	DBLP DOI BibTeX RDF
27	Jia Zeng, Zhi-Qiang Liu	Stroke Segmentation of Chinese Characters Using Markov Random Fields.	ICPR (1)	2006	DBLP DOI BibTeX RDF
27	Jia Zeng, Zhi-Qiang Liu	Type-2 Fuzzy Markov Random Fields to Handwritten Character Recognition.	ICPR (1)	2006	DBLP DOI BibTeX RDF
27	M. Pawan Kumar, Philip H. S. Torr, Andrew Zisserman	Solving Markov Random Fields using Second Order Cone Programming Relaxations.	CVPR (1)	2006	DBLP DOI BibTeX RDF
27	Xiangyang Lan, Stefan Roth 0001, Daniel P. Huttenlocher, Michael J. Black	Efficient Belief Propagation with Learned Higher-Order Markov Random Fields.	ECCV (2)	2006	DBLP DOI BibTeX RDF
27	M. Pawan Kumar, Philip H. S. Torr	Fast Memory-Efficient Generalized Belief Propagation.	ECCV (4)	2006	DBLP DOI BibTeX RDF
27	Thomas Lamotte, Françoise Peyrin, Jean-Marc Dinten	A prior model for bone microarchitecture reconstruction with a very limited number of projections.	ICIP (3)	2005	DBLP DOI BibTeX RDF
27	Francesca Bovolo, Lorenzo Bruzzone	A Context-Sensitive Technique Based on Support Vector Machines for Image Classification.	PReMI	2005	DBLP DOI BibTeX RDF
27	M. Pawan Kumar, Philip H. S. Torr, Andrew Zisserman	OBJ CUT.	CVPR (1)	2005	DBLP DOI BibTeX RDF
27	Deryck Forsyth Brown, A. Beatriz Garmendia-Doval, John A. W. McCall	Markov Random Field Modelling of Royal Road Genetic Algorithms.	Artificial Evolution	2001	DBLP DOI BibTeX RDF
27	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
27	Suhail S. Saquib, Charles A. Bouman, Ken D. Sauer	ML parameter estimation for Markov random fields with applications to Bayesian tomography.	IEEE Trans. Image Process.	1998	DBLP DOI BibTeX RDF
27	Andrea Teschioni, Carlo S. Regazzoni, Elena Stringa	A Markovian Approach to Color Image Restoration Based on Space Filling Curves.	ICIP (2)	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
27	Karel Culík II, Simant Dube	Balancing Order and Chaos in Image Generation (Extended Abstract).	ICALP	1991	DBLP DOI BibTeX RDF
22	Chirag Pabbaraju, Po-Wei Wang, J. Zico Kolter	Efficient semidefinite-programming-based inference for binary and multi-class MRFs.	CoRR	2020	DBLP BibTeX RDF
22	Ruobing Shen, Bo Tang 0017, Andrea Lodi 0001, Andrea Tramontani, Ismail Ben Ayed	An ILP Model for Multi-Label MRFs With Connectivity Constraints.	IEEE Trans. Image Process.	2020	DBLP DOI BibTeX RDF
22	Hamed Hamzeh, Sofia Meacham, Kashaf Khan, Keith Phalp, Angelos Stefanidis	MRFS: A Multi-resource Fair Scheduling Algorithm in Heterogeneous Cloud Computing.	COMPSAC	2020	DBLP DOI BibTeX RDF
22	Luis E. Ortiz, Boshen Wang, Ze Gong	Correlated Equilibria for Approximate Variational Inference in MRFs.	PGM	2020	DBLP BibTeX RDF
22	Chirag Pabbaraju, Po-Wei Wang, J. Zico Kolter	Efficient semidefinite-programming-based inference for binary and multi-class MRFs.	NeurIPS	2020	DBLP BibTeX RDF
22	Sam Wiseman, Yoon Kim	Amortized Bethe Free Energy Minimization for Learning MRFs.	CoRR	2019	DBLP BibTeX RDF
22	Thalaiyasingam Ajanthan, Richard Hartley 0001, Mathieu Salzmann	Memory Efficient Max Flow for Multi-Label Submodular MRFs.	IEEE Trans. Pattern Anal. Mach. Intell.	2019	DBLP DOI BibTeX RDF
22	Chang Li, Dongjin Song, Dacheng Tao	Multi-task Recurrent Neural Networks and Higher-order Markov Random Fields for Stock Price Movement Prediction: Multi-task RNN and Higer-order MRFs for Stock Price Classification.	KDD	2019	DBLP DOI BibTeX RDF
22	Sam Wiseman, Yoon Kim	Amortized Bethe Free Energy Minimization for Learning MRFs.	NeurIPS	2019	DBLP BibTeX RDF
22	Sam Wiseman	Learning Deep Latent-variable MRFs with Amortized Bethe Free Energy Minimization.	DGS@ICLR	2019	DBLP BibTeX RDF
22	Alexander Bauer 0001, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller	Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs.	AISTATS	2019	DBLP BibTeX RDF
22	Emanuel Laude, Jan-Hendrik Lange, Jonas Schüpfer, Csaba Domokos, Laura Leal-Taixé, Frank R. Schmidt, Bjoern Andres, Daniel Cremers	Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs.	CVPR	2018	DBLP BibTeX RDF
22	Saurabh Garg 0003, Suyash P. Awate	Perfect MCMC Sampling in Bayesian MRFs for Uncertainty Estimation in Segmentation.	MICCAI (1)	2018	DBLP DOI BibTeX RDF
22	Ioannis Marras, Petar Palasek, Ioannis Patras	Deep Mixture of MRFs for Human Pose Estimation.	ACCV (3)	2018	DBLP DOI BibTeX RDF
22	Dinesh Khandelwal, Parag Singla, Chetan Arora 0001	Learning Higher Order Potentials for MRFs.	WACV	2018	DBLP DOI BibTeX RDF
22	Xinjie Lan, Kenneth E. Barner	From MRFS to CNNS: A novel image restoration method.	CISS	2018	DBLP DOI BibTeX RDF
22	Alexander Bauer 0001, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller	Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs.	CoRR	2017	DBLP BibTeX RDF
22	Ruobing Shen, Eric Kendinibilir, Ismail Ben Ayed, Andrea Lodi 0001, Andrea Tramontani, Gerhard Reinelt	An ILP Solver for Multi-label MRFS with Connectivity Constraints.	CoRR	2017	DBLP BibTeX RDF
22	Thalaiyasingam Ajanthan, Richard I. Hartley, Mathieu Salzmann	Memory Efficient Max Flow for Multi-label Submodular MRFs.	CoRR	2017	DBLP BibTeX RDF
22	Hugo Proença 0001, João C. Neves 0001	Soft Biometrics: Globally Coherent Solutions for Hair Segmentation and Style Recognition Based on Hierarchical MRFs.	IEEE Trans. Inf. Forensics Secur.	2017	DBLP DOI BibTeX RDF
22	Yunjin Chen	Variational JPEG artifacts suppression based on high-order MRFs.	Signal Process. Image Commun.	2017	DBLP DOI BibTeX RDF
22	Kangwei Liu, Junge Zhang, Peipei Yang, Stephen J. Maybank, Kaiqi Huang	GRMA: Generalized Range Move Algorithms for the Efficient Optimization of MRFs.	Int. J. Comput. Vis.	2017	DBLP DOI BibTeX RDF
22	Ioannis Marras, Petar Palasek, Ioannis Patras	Deep Globally Constrained MRFs for Human Pose Estimation.	ICCV	2017	DBLP DOI BibTeX RDF
22	Lin Lai, Chang Li, Wen Long	A New Method for Stock Price Prediction Based on MRFs and SSVM.	ICDM Workshops	2017	DBLP DOI BibTeX RDF
22	Qiong Wu 0003, Pierre Boulanger	Enhanced Reweighted MRFs for Efficient Fashion Image Parsing.	ACM Trans. Multim. Comput. Commun. Appl.	2016	DBLP DOI BibTeX RDF
22	Yunjin Chen	Higher-order MRFs based image super resolution: why not MAP?	IET Image Process.	2016	DBLP DOI BibTeX RDF
22	Luis E. Ortiz, Ze Gong	Correlated Equilibria for Approximate Variational Inference in MRFs.	CoRR	2016	DBLP BibTeX RDF
22	Shervin Rahimzadeh Arashloo	Incorporating higher-order point distribution model priors into MRFs using convex quadratic programming.	Mach. Vis. Appl.	2016	DBLP DOI BibTeX RDF
22	Ziyu Zhang, Sanja Fidler, Raquel Urtasun	Instance-Level Segmentation for Autonomous Driving with Deep Densely Connected MRFs.	CVPR	2016	DBLP DOI BibTeX RDF
22	Thalaiyasingam Ajanthan, Richard I. Hartley, Mathieu Salzmann	Memory Efficient Max Flow for Multi-label Submodular MRFs.	CVPR	2016	DBLP DOI BibTeX RDF
22	Kangwei Liu, Junge Zhang, Peipei Yang, Kaiqi Huang	FastLCD: Fast Label Coordinate Descent for the Efficient Optimization of 2D Label MRFs.	IJCAI	2016	DBLP BibTeX RDF
22	Ziyu Zhang, Sanja Fidler, Raquel Urtasun	Instance-Level Segmentation with Deep Densely Connected MRFs.	CoRR	2015	DBLP BibTeX RDF
22	Yu Li 0003, Dongbo Min, Michael S. Brown, Minh N. Do, Jiangbo Lu	SPM-BP: Sped-Up PatchMatch Belief Propagation for Continuous MRFs.	ICCV	2015	DBLP DOI BibTeX RDF
22	Thalaiyasingam Ajanthan, Richard I. Hartley, Mathieu Salzmann, Hongdong Li	Iteratively reweighted graph cut for multi-label MRFs with non-convex priors.	CVPR	2015	DBLP DOI BibTeX RDF
22	Kangwei Liu, Junge Zhang, Peipei Yang, Kaiqi Huang	GRSA: Generalized range swap algorithm for the efficient optimization of MRFs.	CVPR	2015	DBLP DOI BibTeX RDF
22	Nicholas Ruozzi	Exactness of Approximate MAP Inference in Continuous MRFs.	NIPS	2015	DBLP BibTeX RDF
22	Stephen H. Bach, Bert Huang, Jordan L. Boyd-Graber, Lise Getoor	Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs.	ICML	2015	DBLP BibTeX RDF
22	Georgios Papachristoudis, John W. Fisher III	Efficient information planning in Gaussian MRFs.	FUSION	2015	DBLP BibTeX RDF
22	Yunjin Chen, René Ranftl, Thomas Pock	Insights into analysis operator learning: From patch-based sparse models to higher-order MRFs.	CoRR	2014	DBLP BibTeX RDF
22	Yunjin Chen	Higher-order MRFs based image super resolution: MMSE or MAP?	CoRR	2014	DBLP BibTeX RDF
22	Thalaiyasingam Ajanthan, Richard I. Hartley, Mathieu Salzmann, Hongdong Li	Iteratively Reweighted Graph Cut for Multi-label MRFs with Non-convex Priors.	CoRR	2014	DBLP BibTeX RDF
22	Yunjin Chen, Thomas Pock, René Ranftl, Horst Bischof	Revisiting loss-specific training of filter-based MRFs for image restoration.	CoRR	2014	DBLP BibTeX RDF
22	Yunjin Chen, René Ranftl, Thomas Pock	Insights Into Analysis Operator Learning: From Patch-Based Sparse Models to Higher Order MRFs.	IEEE Trans. Image Process.	2014	DBLP DOI BibTeX RDF
22	Yoav Wald, Amir Globerson	Tightness Results for Local Consistency Relaxations in Continuous MRFs.	UAI	2014	DBLP BibTeX RDF
22	Rashmi Vilas Tonge, Subhransu Maji, C. V. Jawahar	Parsing World's Skylines Using Shape-Constrained MRFs.	CVPR	2014	DBLP DOI BibTeX RDF