MODELING AND SEGMENTATION OF NOISY AND TEXTURED IMAGES USING GIBBS RANDOM-FIELDS

被引:585
作者
DERIN, H
ELLIOTT, H
机构
关键词
D O I
10.1109/TPAMI.1987.4767871
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页码:39 / 55
页数:17
相关论文
共 27 条
[1]   CLASSIFICATION OF BINARY RANDOM PATTERNS [J].
ABEND, K ;
HARLEY, TJ ;
KANAL, LN .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1965, 11 (04) :538-544
[2]  
[Anonymous], 1980, Markov Random Fields and Their Applications
[3]  
BESAG J, 1974, J ROY STAT SOC B MET, V36, P192
[4]   DIGITAL IMAGE-RESTORATION USING SPATIAL INTERACTION MODELS [J].
CHELLAPPA, R ;
KASHYAP, RL .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1982, 30 (03) :461-472
[5]   ESTIMATION IN MIXTURES OF 2 NORMAL DISTRIBUTIONS [J].
COHEN, AC .
TECHNOMETRICS, 1967, 9 (01) :15-&
[6]  
COHEN FS, 1983, NOV P SPIE C INT ROB
[7]  
CRISTI R, 1984, ANAL SOME STATISTICA
[8]   MARKOV RANDOM FIELD TEXTURE MODELS [J].
CROSS, GR ;
JAIN, AK .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1983, 5 (01) :25-39
[9]  
Derin H., 1985, Eleventh International Symposium on Machine Processing of Remotely Sensed Data with special emphasis on Quantifying Global Process: Models, Sensor Systems and Analytical Methods, P282
[10]   BAYES SMOOTHING ALGORITHMS FOR SEGMENTATION OF BINARY IMAGES MODELED BY MARKOV RANDOM-FIELDS [J].
DERIN, H ;
ELLIOTT, H ;
CRISTI, R ;
GEMAN, D .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1984, 6 (06) :707-720