Volumetric Texture Analysis Based on Three-Dimensional Gaussian Markov Random Fields for COPD Detection

Communications in Computer and Information Science - Medical Image Understanding and Analysis ◽

10.1007/978-3-319-95921-4_16 ◽

2018 ◽

pp. 153-164 ◽

Author(s):

Yasseen Almakady ◽

Sasan Mahmoodi ◽

Joy Conway ◽

Michael Bennett

Keyword(s):

Texture Analysis ◽

Random Fields ◽

Markov Random Fields ◽

Three Dimensional ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Volumetric Texture

Download Full-text

Rotation invariant features based on three dimensional Gaussian Markov random fields for volumetric texture classification

Computer Vision and Image Understanding ◽

10.1016/j.cviu.2020.102931 ◽

2020 ◽

Vol 194 ◽

pp. 102931 ◽

Author(s):

Yasseen Almakady ◽

Sasan Mahmoodi ◽

Joy Conway ◽

Michael Bennett

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Texture Classification ◽

Three Dimensional ◽

Rotation Invariant ◽

Gaussian Markov Random Fields ◽

Invariant Features ◽

Markov Random ◽

Volumetric Texture

Download Full-text

Adaptive volumetric texture segmentation based on Gaussian Markov random fields features

Pattern Recognition Letters ◽

10.1016/j.patrec.2020.09.035 ◽

2020 ◽

Vol 140 ◽

pp. 101-108

Author(s):

Yasseen Almakady ◽

Sasan Mahmoodi ◽

Michael Bennett

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Texture Segmentation ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Volumetric Texture

Download Full-text

Analysis and synthesis of three-dimensional Gaussian Markov random fields

Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348) ◽

10.1109/icip.1999.817150 ◽

2003 ◽

Author(s):

E. Ranguelova ◽

A. Quinn

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Three Dimensional ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Analysis And Synthesis

Download Full-text

Copd Detection Using Three-Dimensional Gaussian Markov Random Fields Based On Binary Features

2020 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip40778.2020.9191062 ◽

2020 ◽

Author(s):

Yasseen Almakady ◽

Sasan Mahmoodi ◽

Michael Bennett

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Three Dimensional ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Binary Features

Download Full-text

Gaussian Markov Random Fields-Based Features for Volumetric Texture Segmentation

2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR) ◽

10.1109/mipr.2019.00045 ◽

2019 ◽

Author(s):

Yasseen Almakady ◽

Sasan Mahmoodi Mahmoodi ◽

Michael Bennett

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Texture Segmentation ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Volumetric Texture

Download Full-text

Sampling from Gaussian Markov random fields conditioned on linear constraints

ANZIAM Journal ◽

10.21914/anziamj.v48i0.131 ◽

2008 ◽

Vol 48 ◽

pp. 1041 ◽

Author(s):

Daniel Peter Simpson ◽

Ian W. Turner ◽

A. N. Pettitt

Keyword(s):

Random Fields ◽

Markov Random Fields ◽

Linear Constraints ◽

Gaussian Markov Random Fields ◽

Download Full-text

Maximum likelihood and restricted maximum likelihood estimation for a class of Gaussian Markov random fields

Metrika ◽

10.1007/s00184-009-0295-7 ◽

2009 ◽

Vol 74 (2) ◽

pp. 167-183 ◽

Author(s):

Victor De Oliveira ◽

Marco A. R. Ferreira

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Random Fields ◽

Markov Random Fields ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Restricted Maximum Likelihood Estimation

Download Full-text

Adaptive Gaussian Markov random fields with applications in human brain mapping

Journal of the Royal Statistical Society Series C (Applied Statistics) ◽

10.1111/j.1467-9876.2007.00580.x ◽

2007 ◽

Vol 56 (3) ◽

pp. 327-345 ◽

Author(s):

A. Brezger ◽

L. Fahrmeir ◽

A. Hennerfeind

Keyword(s):

Human Brain ◽

Brain Mapping ◽

Random Fields ◽

Markov Random Fields ◽

Human Brain Mapping ◽

Gaussian Markov Random Fields ◽

Download Full-text

Rejoinder on: Some recent work on multivariate Gaussian Markov random fields

Test ◽

10.1007/s11749-018-0608-0 ◽

2018 ◽

Vol 27 (3) ◽

pp. 554-569 ◽

Author(s):

Ying C. MacNab

Keyword(s):

Recent Work ◽

Random Fields ◽

Markov Random Fields ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Multivariate Gaussian

Download Full-text

Comments on: Some recent work on multivariate Gaussian Markov random fields

Test ◽

10.1007/s11749-018-0609-z ◽

2018 ◽

Vol 27 (3) ◽

pp. 545-548

Author(s):

Stephan R. Sain ◽

Reinhard Furrer

Keyword(s):

Recent Work ◽

Random Fields ◽

Markov Random Fields ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Multivariate Gaussian

Download Full-text