Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling
International Journal of Computer Vision
International Journal of Computer Vision
On shape detection in noisy images with particular reference to ultrasonography
Statistics and Computing
On Advances in Statistical Modeling of Natural Images
Journal of Mathematical Imaging and Vision
A Probabilistic Background Model for Tracking
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
Modelling, Control and Perception for an Autonomous Robotic Airship
Revised Papers from the International Workshop on Sensor Based Intelligent Robots
Distributed Visualization of Volumetric Medical Datasets
CBMS '00 Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00)
A Multiresolution Approach for Shape from Shading Coupling Deterministic and Stochastic Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gibbs Field Approaches in Image Processing Problems
Problems of Information Transmission
Unsupervised image segmentation using triplet Markov fields
Computer Vision and Image Understanding
Image Restoration with Discrete Constrained Total Variation Part I: Fast and Exact Optimization
Journal of Mathematical Imaging and Vision
Primal sketch: Integrating structure and texture
Computer Vision and Image Understanding
Classification in Networked Data: A Toolkit and a Univariate Case Study
The Journal of Machine Learning Research
Tomographic reconstruction using heuristic Monte Carlo methods
Journal of Heuristics
Unsupervised Statistical Segmentation of Nonstationary Images Using Triplet Markov Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
A neural architecture for fully data driven edge-preserving image restoration
Integrated Computer-Aided Engineering
Correlative multi-label video annotation
Proceedings of the 15th international conference on Multimedia
Image complexity and feature mining for steganalysis of least significant bit matching steganography
Information Sciences: an International Journal
A Marked Point Process of Rectangles and Segments for Automatic Analysis of Digital Elevation Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Segmentation of color images via reversible jump MCMC sampling
Image and Vision Computing
Nonparametric Bayesian Image Segmentation
International Journal of Computer Vision
Field of Particle Filters for Image Inpainting
Journal of Mathematical Imaging and Vision
Extension of higher-order HMC modeling with application to image segmentation
Digital Signal Processing
Correlative multilabel video annotation with temporal kernels
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Inverse-Halftoning for Error Diffusion Based on Statistical Mechanics of the Spin System
Neural Information Processing
3-D Shape Reconstruction from Stereovision Data Using Object-Consisted Markov Random Field Model
Neural Information Processing
Fast Generalized Belief Propagation for MAP Estimation on 2D and 3D Grid-Like Markov Random Fields
Proceedings of the 30th DAGM symposium on Pattern Recognition
Building and Assessing a Constrained Clustering Hierarchical Algorithm
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Face detection and recognition of natural human emotion using Markov random fields
Personal and Ubiquitous Computing
Statistics and Computing
Boundary Detection in Echocardiographic Images Using Markovian Level Set Method
IEICE - Transactions on Information and Systems
International Journal of Remote Sensing
Hierarchical Sampling with Constraints
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Global optimization for first order Markov Random Fields with submodular priors
Discrete Applied Mathematics
Iterated conditional modes for inverse dithering
Signal Processing
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
An extension of the ICP algorithm for modeling nonrigid objects with mobile robots
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Unsupervised image segmentation using triplet Markov fields
Computer Vision and Image Understanding
Homeostatic image perception: An artificial system
Computer Vision and Image Understanding
Computationally efficient spatial interpolators based on spartan spatial random fields
IEEE Transactions on Signal Processing
Image Registration Guided by Particle Filter
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Arithmetic encoding of Markov random fields
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 1
Multisensor triplet Markov fields and theory of evidence
Image and Vision Computing
A Study of Parts-Based Object Class Detection Using Complete Graphs
International Journal of Computer Vision
Spatially Varying Mixtures Incorporating Line Processes for Image Segmentation
Journal of Mathematical Imaging and Vision
Stochastic super-resolution image reconstruction
Journal of Visual Communication and Image Representation
A note on the discrete binary Mumford-Shah model
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Image inpainting by cooling and heating
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Evaluating a general class of filters for image denoising
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Accurate identification of a Markov-Gibbs model for texture synthesis by bunch sampling
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Edge-preserving Bayesian image superresolution based on compound Markov random fields
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
A method to estimate the graph structure for a large MRF model
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Compositional object recognition, segmentation, and tracking in video
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
Interpretation and generalization of score matching
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Copula-set measures on topographic maps for change detection
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
The infinite hidden Markov random field model
IEEE Transactions on Neural Networks
Generalised Nonlocal Image Smoothing
International Journal of Computer Vision
Convergence analysis of genetic algorithms for topology control in MANETs
Sarnoff'10 Proceedings of the 33rd IEEE conference on Sarnoff
Steganography using Gibbs random fields
Proceedings of the 12th ACM workshop on Multimedia and security
Microtubule dynamics analysis using kymographs and variable-rate particle filters
IEEE Transactions on Image Processing
Minimization of monotonically levelable higher order MRF energies via graph cuts
IEEE Transactions on Image Processing
A new contiguity-constrained agglomerative hierarchical clustering algorithm for image segmentation
CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence
Gibbs construction in steganography
IEEE Transactions on Information Forensics and Security
Global optimization by adapted diffusion
IEEE Transactions on Signal Processing
A fully bayesian two-stage model for detecting brain activity in fMRI
ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
The edge preserving wiener filter for scalar and tensor valued images
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Posterior sampling of scientific images
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Statistical priors for efficient combinatorial optimization via graph cuts
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Learning compositional categorization models
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Adaptive simulated annealing for energy minimization problem in a marked point process application
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Object categorization by compositional graphical models
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Markov chain models for genetic algorithm based topology control in MANETs
EvoCOMNET'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II
A fast and exact algorithm for total variation minimization
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Self organization for area coverage maximization and energy conservation in mobile ad hoc networks
Transactions on Computational Science XV
Estimation algorithm of machine operational intention by bayes filtering with self-organizing map
Advances in Human-Computer Interaction
Continuous Multiclass Labeling Approaches and Algorithms
SIAM Journal on Imaging Sciences
Constrained sampling using simulated annealing
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Optimization by ℓ1-constrained Markov fitness modelling
LION'12 Proceedings of the 6th international conference on Learning and Intelligent Optimization
Digital image steganography using universal distortion
Proceedings of the first ACM workshop on Information hiding and multimedia security
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