Mehdi N. SHIRAZI


Mean Field Decomposition of a Posteriori Probability for MRF-Based Image Segmentation: Unsupervised Multispectral Textured Image Segmentation
Hideki NODA Mehdi N. SHIRAZI Bing ZHANG Nobuteru TAKAO Eiji KAWAGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/12/25
Vol. E82-D  No. 12  pp. 1605-1611
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
image segmentationMRFmean fieldtextureunsupervised
 Summary | Full Text:PDF(1.2MB)

Parameter-Free Restoration Algorithms for Two Classes of Binary MRF Images Degraded by Flip-Flap Noises
Bing ZHANG Mehdi N. SHIRAZI Hideki NODA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/10/25
Vol. E80-A  No. 10  pp. 2022-2031
Type of Manuscript:  PAPER
Category: Image Theory
Keyword: 
Bayesian estimationsensitivity analysisMarkov random fieldsIterated Conditional Modes
 Summary | Full Text:PDF(731.5KB)

A MRF-Based Parallel Processing for Speech Recognition Using Linear Predictive HMM
Hideki NODA Mehdi N. SHIRAZI Mamoru NAKATSUI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/10/25
Vol. E77-D  No. 10  pp. 1142-1147
Type of Manuscript:  PAPER
Category: Speech Processing
Keyword: 
parallel processingspeech recognitionMRF modelHMMICM algorithm
 Summary | Full Text:PDF(510.9KB)

The Capacity of Sparsely Encoded Associative Memories
Mehdi N. SHIRAZI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1993/03/25
Vol. E76-D  No. 3  pp. 360-367
Type of Manuscript:  PAPER
Category: Bio-Cybernetics
Keyword: 
associative memorycapacitysparse encodingexchangeable random variables
 Summary | Full Text:PDF(523.1KB)