Keyword : Markov random field


A New Multiple Group Cosegmentation Model by Proposal Selection Strategy
Yin ZHU Fanman MENG Jian XIONG Guan GUI 
Publication:   
Publication Date: 2017/06/01
Vol. E100-A  No. 6 ; pp. 1358-1361
Type of Manuscript:  LETTER
Category: Image
Keyword: 
cosegmentationmultiple group cosegmentationEM algorithmMarkov random field
 Summary | Full Text:PDF(2.4MB)

Antenna Ordering in Low Complexity MIMO Detection Based on Ring-Type Markov Random Fields
Seokhyun YOON Kangwoon SEO Taehyun JEON 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2012/11/01
Vol. E95-B  No. 11 ; pp. 3621-3624
Type of Manuscript:  LETTER
Category: Wireless Communication Technologies
Keyword: 
MIMO detectionlow complexityMarkov random fieldbelief propagationantenna ordering
 Summary | Full Text:PDF(306.6KB)

Online Handwritten Lao Character Recognition by MRF
Latsamy SAYSOURINHONG Bilan ZHU Masaki NAKAGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/06/01
Vol. E95-D  No. 6 ; pp. 1603-1609
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
online handwritten character recognitionLao character recognitionMarkov random field
 Summary | Full Text:PDF(1.4MB)

On the Convergence of Loopy Belief Propagation Algorithm for Different Update Rules
Nobuyuki TAGA Shigeru MASE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/02/01
Vol. E89-A  No. 2 ; pp. 575-582
Type of Manuscript:  PAPER
Category: Information Theory
Keyword: 
belief propagation algorithmMarkov random fieldunwrapped networkphase transition
 Summary | Full Text:PDF(825.3KB)

Color Image Segmentation Using a Gaussian Mixture Model and a Mean Field Annealing EM Algorithm
Jong-Hyun PARK Wan-Hyun CHO Soon-Young PARK 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/10/01
Vol. E86-D  No. 10 ; pp. 2240-2248
Type of Manuscript:  PAPER
Category: Image Processing, Image Pattern Recognition
Keyword: 
color image segmentationlog likelihood functionGaussian mixture modelMarkov random fielddeterministic annealing EMmean field theory
 Summary | Full Text:PDF(1MB)

An Adaptive MR Image Segmentation Technique Based on a Statistical Model by Estimating Window Size
Tae-Woo KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2002/11/01
Vol. E85-D  No. 11 ; pp. 1881-1885
Type of Manuscript:  LETTER
Category: Medical Engineering
Keyword: 
adaptive methodMR image segmentationMarkov random fieldMDL (minimum description length) principle
 Summary | Full Text:PDF(852.6KB)

Maximum Likelihood Hyperparameter Estimation for Solvable Markov Random Field Model in Image Restoration
Kazuyuki TANAKA Jun-ichi INOUE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2002/03/01
Vol. E85-D  No. 3 ; pp. 546-557
Type of Manuscript:  PAPER
Category: Image Processing, Image Pattern Recognition
Keyword: 
Markov random fieldimage restorationBayes statisticsmaximum likelihood estimationevidence
 Summary | Full Text:PDF(2.6MB)

Disparity Estimation Based on Bayesian Maximum A Posteriori (MAP) Algorithm
Sang Hwa LEE Jong-Il PARK Seiki INOUE Choong Woong LEE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1999/07/25
Vol. E82-A  No. 7 ; pp. 1367-1376
Type of Manuscript:  PAPER
Category: Image Theory
Keyword: 
disparity estimationBayesian maximum a posteriori (MAP) algorithmMarkov random fieldplane configuration modelprobabilistic diffusion
 Summary | Full Text:PDF(1.3MB)

Unsupervised Image Segmentation Using Adaptive Fragmentation in Parallel MRF-Based Windows Followed by Bayesian Clustering
Ken-Chung HO Bin-Chang CHIEU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1997/11/25
Vol. E80-D  No. 11 ; pp. 1109-1121
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
Markov random field image segmentationEM algorithmmultiwindow image modeling
 Summary | Full Text:PDF(1.1MB)

Window-Based Methods for Parameter Estimation of Markov Random Field Images
Ken-Chung HO Bin-Chang CHIEU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/10/25
Vol. E79-D  No. 10 ; pp. 1462-1476
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
Markov random fieldparameter estimationmaximum likelihood estimationmultiwindow image partitioning
 Summary | Full Text:PDF(1.2MB)

Range Image Segmentation Using Multiple Markov Random Fields
In Gook CHUN Kyu Ho PARK 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/03/25
Vol. E77-D  No. 3 ; pp. 306-316
Type of Manuscript:  PAPER
Category: Image Processing, Computer Graphics and Pattern Recognition
Keyword: 
segmentationrange imageMarkov random fieldneural network
 Summary | Full Text:PDF(921.1KB)