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A Comparative Study of Energy Minimization Methods for Markov Random Fields
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/11744047_1openalex-snapshot
Comparison of Energy Minimization Algorithms for Highly Connected Graphs
inferredcites →https://doi.org/10.1007/3-540-47977-5_6openalex-snapshot
Multi-camera Scene Reconstruction via Graph Cuts
inferredcites →https://doi.org/10.1007/978-4-431-66933-3openalex-snapshot
Markov Random Field Modeling in Computer Vision
inferredcites →https://doi.org/10.1007/bf00054836openalex-snapshot
Stochastic stereo matching over scale
inferredcites →https://doi.org/10.1007/bf00054995openalex-snapshot
The theory and practice of Bayesian image labeling
inferredcites →https://doi.org/10.1007/s11263-006-7899-4openalex-snapshot
Efficient Belief Propagation for Early Vision
inferredcites →https://doi.org/10.1016/s0166-218x(01)00338-9openalex-snapshot
A survey of very large-scale neighborhood search techniques
inferredcites →https://doi.org/10.1023/a:1014573219977openalex-snapshot
A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms
inferredcites →https://doi.org/10.1023/b:stco.0000021412.33763.d5openalex-snapshot
Tree consistency and bounds on the performance of the max-product algorithm and its generalizations
inferredcites →https://doi.org/10.1109/18.910585openalex-snapshot
On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs
inferredcites →https://doi.org/10.1109/34.677269openalex-snapshot
A pixel dissimilarity measure that is insensitive to image sampling
inferredcites →https://doi.org/10.1109/34.969114openalex-snapshot
Fast approximate energy minimization via graph cuts
inferredcites →https://doi.org/10.1109/cvpr.1998.698673openalex-snapshot
Markov random fields with efficient approximations
inferredcites →https://doi.org/10.1109/cvpr.2000.855839openalex-snapshot
Exact voxel occupancy with graph cuts
inferredcites →https://doi.org/10.1109/cvpr.2004.1315041openalex-snapshot
Efficient belief propagation for early vision
inferredcites →https://doi.org/10.1109/cvpr.2005.238openalex-snapshot
Multi-View Stereo via Volumetric Graph-Cuts
inferredcites →https://doi.org/10.1109/cvpr.2005.84openalex-snapshot
Bayesian 3D Modeling from Images Using Multiple Depth Maps
inferredcites →https://doi.org/10.1109/cvpr.2005.90openalex-snapshot
Bi-Layer Segmentation of Binocular Stereo Video
inferredcites →https://doi.org/10.1109/cvpr.2005.91openalex-snapshot
Bi-Layer Segmentation of Binocular Stereo Video
inferredcites →https://doi.org/10.1109/cvpr.2007.383095openalex-snapshot
Fast, Approximately Optimal Solutions for Single and Dynamic MRFs
inferredcites →https://doi.org/10.1109/cvpr.2007.383203openalex-snapshot
Optimizing Binary MRFs via Extended Roof Duality
inferredcites →https://doi.org/10.1109/cvpr.2007.383249openalex-snapshot
Graph Cut Based Optimization for MRFs with Truncated Convex Priors
inferredcites →https://doi.org/10.1109/iccv.2001.937505openalex-snapshot
Interactive graph cuts for optimal boundary & region segmentation of objects in N-D images
inferredcites →https://doi.org/10.1109/iccv.2003.1238444openalex-snapshot
Comparison of graph cuts with belief propagation for stereo, using identical MRF parameters
inferredcites →https://doi.org/10.1109/iccv.2005.110openalex-snapshot
Globally optimal solutions for energy minimization in stereo vision using reweighted belief propagation
inferredcites →https://doi.org/10.1109/iccv.2005.14openalex-snapshot
A new framework for approximate labeling via graph cuts
inferredcites →https://doi.org/10.1109/tit.2005.856938openalex-snapshot
MAP Estimation Via Agreement on Trees: Message-Passing and Linear Programming
inferredcites →https://doi.org/10.1109/tpami.1984.4767596openalex-snapshot
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
inferredcites →https://doi.org/10.1109/tpami.2003.1233908openalex-snapshot
Exact optimization for markov random fields with convex priors
inferredcites →https://doi.org/10.1109/tpami.2004.1262177openalex-snapshot
What energy functions can be minimized via graph cuts?
inferredcites →https://doi.org/10.1109/tpami.2004.54openalex-snapshot
Surfaces with occlusions from layered stereo
inferredcites →https://doi.org/10.1109/tpami.2004.60openalex-snapshot
An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision
inferredcites →https://doi.org/10.1109/tpami.2005.161openalex-snapshot
Generalizing Swendsen-Wang to sampling arbitrary posterior probabilities
inferredcites →https://doi.org/10.1109/tpami.2006.193openalex-snapshot
Probabilistic fusion of stereo with color and contrast for bilayer segmentation
inferredcites →https://doi.org/10.1109/tpami.2006.200openalex-snapshot
Convergent Tree-Reweighted Message Passing for Energy Minimization
inferredcites →https://doi.org/10.1109/tpami.2007.1031openalex-snapshot
Minimizing Nonsubmodular Functions with Graph Cuts-A Review
inferredcites →https://doi.org/10.1109/tpami.2007.1061openalex-snapshot
Approximate Labeling via Graph Cuts Based on Linear Programming
inferredcites →https://doi.org/10.1109/tpami.2007.1128openalex-snapshot
Dynamic Graph Cuts for Efficient Inference in Markov Random Fields
inferredcites →https://doi.org/10.1109/tse.1977.233840openalex-snapshot
Multiprocessor Scheduling with the Aid of Network Flow Algorithms
inferredcites →https://doi.org/10.1111/j.1949-8594.1940.tb04085.xopenalex-snapshot
INTERNATIONAL CONGRESS OF MATHEMATICIANS
inferredcites →https://doi.org/10.1111/j.2517-6161.1986.tb01412.xopenalex-snapshot
On the Statistical Analysis of Dirty Pictures
inferredcites →https://doi.org/10.1111/j.2517-6161.1989.tb01764.xopenalex-snapshot
Exact Maximum A Posteriori Estimation for Binary Images
inferredcites →https://doi.org/10.1126/science.220.4598.671openalex-snapshot
Optimization by Simulated Annealing
inferredcites →https://doi.org/10.1145/1015706.1015718openalex-snapshot
Interactive digital photomontage
inferredcites →https://doi.org/10.1145/1141911.1142005openalex-snapshot
Locally adapted hierarchical basis preconditioning
inferredcites →https://doi.org/10.1145/236337.236369openalex-snapshot
The direct cost of virtual function calls in C++
inferredcites →https://doi.org/10.1145/383259.383296openalex-snapshot
Image quilting for texture synthesis and transfer
inferredcites →https://doi.org/10.1145/502090.502093openalex-snapshot
An efficient algorithm for image segmentation, Markov random fields and related problems
inferredcites →https://doi.org/10.1162/089976601750541769openalex-snapshot
Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology
inferredcites →https://doi.org/10.1287/opre.13.3.388openalex-snapshot
Some Network Flow Problems Solved with Pseudo-Boolean Programming
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Quantum Annealing for Computer Vision Minimization Problems
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Comparison of Energy Minimization Algorithms for Highly Connected Graphs
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Learning of Graphical Models and Efficient Inference for Object Class Recognition
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Automatic Image Colorization Via Multimodal Predictions
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Consistent 3D Background Model Estimation from Multi-viewpoint Videos
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Monocular Depth Estimation of Old Photos via Collaboration of Monocular and Stereo Networks
inferred← citeshttps://doi.org/10.1109/cbmi.2013.6576571openalex-snapshot
Improved segmentation of a series of remote sensing images by using a fusion MRF model
inferred← citeshttps://doi.org/10.1109/ccdc.2015.7161964openalex-snapshot
Single image dehazing based on maximizing local contrast
inferred← citeshttps://doi.org/10.1109/cie-radar.2011.6159877openalex-snapshot
Segmentation process for SAR imagery based on graph cuts algorithm
inferred← citeshttps://doi.org/10.1109/crv.2011.26openalex-snapshot
Refractive Epipolar Geometry for Underwater Stereo Matching
inferred← citeshttps://doi.org/10.1109/cvpr.2006.150openalex-snapshot
Improving Border Localization of Multi-Baseline Stereo Using Border-Cut
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383078openalex-snapshot
Seamless Mosaicing of Image-Based Texture Maps
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383095openalex-snapshot
Fast, Approximately Optimal Solutions for Single and Dynamic MRFs
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383184openalex-snapshot
Belief Propagation in a 3D Spatio-temporal MRF for Moving Object Detection
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383191openalex-snapshot
Learning Conditional Random Fields for Stereo
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383203openalex-snapshot
Optimizing Binary MRFs via Extended Roof Duality
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383204openalex-snapshot
P3 & Beyond: Solving Energies with Higher Order Cliques
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383205openalex-snapshot
Efficient MRF Deformation Model for Non-Rigid Image Matching
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383248openalex-snapshot
Evaluation of Cost Functions for Stereo Matching
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383249openalex-snapshot
Graph Cut Based Optimization for MRFs with Truncated Convex Priors
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383350openalex-snapshot
Feasibility Boundary in Dense and Semi-Dense Stereo Matching
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587355openalex-snapshot
High-arity interactions, polyhedral relaxations, and cutting plane algorithm for soft constraint optimisation (MAP-MRF)
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587402openalex-snapshot
Reduce, reuse & recycle: Efficiently solving multi-label MRFs
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587436openalex-snapshot
Auto-context and its application to high-level vision tasks
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587470openalex-snapshot
Graph cut with ordering constraints on labels and its applications
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587608openalex-snapshot
Matching vehicles under large pose transformations using approximate 3D models and piecewise MRF model
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587643openalex-snapshot
Visibility in bad weather from a single image
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587669openalex-snapshot
The Logistic Random Field — A convenient graphical model for learning parameters for MRF-based labeling
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587672openalex-snapshot
Global stereo reconstruction under second order smoothness priors
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587699openalex-snapshot
Learning for stereo vision using the structured support vector machine
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587703openalex-snapshot
Simultaneous super-resolution and 3D video using graph-cuts
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587820openalex-snapshot
A framework for reducing ink-bleed in old documents
inferred← citeshttps://doi.org/10.1109/cvpr.2009.5206536openalex-snapshot
Nonparametric scene parsing: Label transfer via dense scene alignment
inferred← citeshttps://doi.org/10.1109/cvpr.2009.5206590openalex-snapshot
Contextual classification with functional Max-Margin Markov Networks
inferred← citeshttps://doi.org/10.1109/cvpr.2009.5206739openalex-snapshot
Minimizing sparse higher order energy functions of discrete variables
inferred← citeshttps://doi.org/10.1109/cvpr.2009.5206819openalex-snapshot
Hardware-efficient belief propagation
inferred← citeshttps://doi.org/10.1109/cvpr.2009.5206857openalex-snapshot
Learning color and locality cues for moving object detection and segmentation
inferred← citeshttps://doi.org/10.1109/cvpr.2010.5539804openalex-snapshot
Piecewise planar and non-planar stereo for urban scene reconstruction
inferred← citeshttps://doi.org/10.1109/cvpr.2010.5539903openalex-snapshot
A study on continuous max-flow and min-cut approaches
inferred← citeshttps://doi.org/10.1109/cvpr.2010.5539953openalex-snapshot
Optical flow estimation with adaptive convolution kernel prior on discrete framework
inferred← citeshttps://doi.org/10.1109/cvpr.2010.5540077openalex-snapshot
Globally optimal pixel labeling algorithms for tree metrics
inferred← citeshttps://doi.org/10.1109/cvpr.2010.5540123openalex-snapshot
Efficient piecewise learning for conditional random fields
inferred← citeshttps://doi.org/10.1109/cvpr.2010.5540211openalex-snapshot
Estimating optical properties of layered surfaces using the spider model
inferred← citeshttps://doi.org/10.1109/cvpr.2011.5995645openalex-snapshot
Variable grouping for energy minimization
inferred← citeshttps://doi.org/10.1109/cvpr.2012.6247862openalex-snapshot
Application of the mean field methods to MRF optimization in computer vision
inferred← citeshttps://doi.org/10.1109/cvpr.2013.15openalex-snapshot
Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space
inferred← citeshttps://doi.org/10.1109/cvpr.2013.257openalex-snapshot
A Principled Deep Random Field Model for Image Segmentation
inferred← citeshttps://doi.org/10.1109/cvpr.2013.364openalex-snapshot
Supervised Semantic Gradient Extraction Using Linear-Time Optimization
inferred← citeshttps://doi.org/10.1109/cvpr.2014.149openalex-snapshot
A Primal-Dual Algorithm for Higher-Order Multilabel Markov Random Fields
inferred← citeshttps://doi.org/10.1109/cvpr.2015.7298690openalex-snapshot
Efficient parallel optimization for potts energy with hierarchical fusion
inferred← citeshttps://doi.org/10.1109/cvpr.2015.7299189openalex-snapshot
How many bits does it take for a stimulus to be salient?
inferred← citeshttps://doi.org/10.1109/cvpr.2016.550openalex-snapshot
Geospatial Correspondences for Multimodal Registration
inferred← citeshttps://doi.org/10.1109/cvpr.2016.628openalex-snapshot
Relaxation-Based Preprocessing Techniques for Markov Random Field Inference
inferred← citeshttps://doi.org/10.1109/cvpr.2018.00476openalex-snapshot
Trust your Model: Light Field Depth Estimation with Inline Occlusion Handling
inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.00226openalex-snapshot
Normal Assisted Stereo Depth Estimation
inferred← citeshttps://doi.org/10.1109/cvprw.2008.4563095openalex-snapshot
CUDA cuts: Fast graph cuts on the GPU
inferred← citeshttps://doi.org/10.1109/cvprw.2009.5206590openalex-snapshot
Contextual classification with functional Max-Margin Markov Networks
inferred← citeshttps://doi.org/10.1109/cvprw.2012.6239210openalex-snapshot
A passive stereo system for 3D human face reconstruction and recognition at a distance
inferred← citeshttps://doi.org/10.1109/ecticon.2009.5137233openalex-snapshot
Region substitution in video using graph cuts
inferred← citeshttps://doi.org/10.1109/ic3d.2014.7032586openalex-snapshot
An efficient depth estimation using temporal 3D-Warping
inferred← citeshttps://doi.org/10.1109/ical.2008.4636194openalex-snapshot
Different labels in energy minimized via graph cuts for stereo matching
inferred← citeshttps://doi.org/10.1109/ical.2008.4636454openalex-snapshot
Crowd surveillance using Markov Random Fields
inferred← citeshttps://doi.org/10.1109/icassp.2011.5946571openalex-snapshot
A revisit to MRF-based depth map super-resolution and enhancement
inferred← citeshttps://doi.org/10.1109/icbbe.2010.5516041openalex-snapshot
Dirichlet Markov Random Field Segmentation of Brain MR Images
inferred← citeshttps://doi.org/10.1109/icccn.2010.5560019openalex-snapshot
Super-Resolution in Plenoptic Cameras by the Integration of Depth from Focus and Stereo
inferred← citeshttps://doi.org/10.1109/iccv.2005.180openalex-snapshot
On the spatial statistics of optical flow
inferred← citeshttps://doi.org/10.1109/iccv.2007.4408905openalex-snapshot
Efficient Message Representations for Belief Propagation
inferred← citeshttps://doi.org/10.1109/iccv.2009.5459176openalex-snapshot
Convex optimization for multi-class image labeling with a novel family of total variation based regularizers
inferred← citeshttps://doi.org/10.1109/iccv.2009.5459195openalex-snapshot
Graph cuts using a Riemannian metric induced by tensor voting
inferred← citeshttps://doi.org/10.1109/iccv.2009.5459382openalex-snapshot
Factorizing Scene Albedo and Depth from a Single Foggy Image
inferred← citeshttps://doi.org/10.1109/iccv.2013.168openalex-snapshot
Learning Graph Matching: Oriented to Category Modeling from Cluttered Scenes
inferred← citeshttps://doi.org/10.1109/iccv.2017.587openalex-snapshot
A Discriminative View of MRF Pre-processing Algorithms
inferred← citeshttps://doi.org/10.1109/iccvw.2009.5457723openalex-snapshot
Geolocalization using skylines from omni-images
inferred← citeshttps://doi.org/10.1109/icdar.2013.50openalex-snapshot
Ink-Bleed Reduction Using Layer Separation
inferred← citeshttps://doi.org/10.1109/icfhr.2016.0029openalex-snapshot
Page Segmentation for Historical Handwritten Document Images Using Conditional Random Fields
inferred← citeshttps://doi.org/10.1109/iciap.2007.120openalex-snapshot
Stereo-based 3D Face Modeling using Annealing in Local Energy Minimization
inferred← citeshttps://doi.org/10.1109/iciap.2007.4362790openalex-snapshot
Stereo-based 3D Face Modeling using Annealing in Local Energy Minimization
inferred← citeshttps://doi.org/10.1109/icicse.2013.29openalex-snapshot
A Knowledge-Driven Segmentation Method for Ribs in Bone Scintigraphy Using MRF Model
inferred← citeshttps://doi.org/10.1109/icinfa.2008.4608034openalex-snapshot
Solving stereo correspondence through minimizing energy function with higher-order cliques
inferred← citeshttps://doi.org/10.1109/icinfa.2011.5949123openalex-snapshot
Image segmentation via multi-scaled belief propagation
inferred← citeshttps://doi.org/10.1109/icip.2008.4712123openalex-snapshot
Belief propagation on Riemannian manifold for stereo matching
inferred← citeshttps://doi.org/10.1109/icip.2008.4712474openalex-snapshot
Boosting image segmentation
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