Image retrieval using mixture models and EM algorithm

被引：0

作者：

Najjar, M ^{[1
]}

Ambroise, C ^{[1
]}

Cocquerez, JP ^{[1
]}

机构：

[1] Univ Technol Compiegne, CNRS, Heudiasyc UMR 6599, F-60205 Compiegne, France

来源：

IMAGE ANALYSIS, PROCEEDINGS | 2003年 / 2749卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents an original system for interactive content-based image retrieval (CBIR). A novel approach for searching by similarity is introduced. It is based on a classification of the index database using mixture models and the EM algorithm. The presented retrieval system is evaluated and validated using a medical image database and the Washington University heterogeneous database (ANN).

引用

页码：1114 / 1121

页数：8

共 50 条

[1] RANDOM SWAP EM ALGORITHM FOR FINITE MIXTURE MODELS IN IMAGE SEGMENTATION
Zhao, Qinpei
Hautamaki, Ville
Kaerkkaeinen, Ismo
Franti, Pasi
[J]. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, : 2397 - +
[2] A note on EM algorithm for mixture models
Yao, Weixin
[J]. STATISTICS & PROBABILITY LETTERS, 2013, 83 (02) : 519 - 526
[3] Learning mixture models using a genetic version of the EM algorithm
Martínez, AM
Vitrià, J
[J]. PATTERN RECOGNITION LETTERS, 2000, 21 (08) : 759 - 769
[4] Software quality prediction using mixture models with EM algorithm
Guo, P
Lyu, MR
[J]. FIRST ASIA-PACIFIC CONFERENCE ON QUALITY SOFTWARE, PROCEEDINGS, 2000, : 69 - 78
[5] Feature synthesized EM algorithm for image retrieval
Li, Rui
Bhanu, Bir
Dong, Anlei
[J]. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2008, 4 (02)
[6] Color Image Segmentation Using Gaussian Mixture Model and EM Algorithm
Fu, Zhaoxia
Wang, Liming
[J]. MULTIMEDIA AND SIGNAL PROCESSING, 2012, 346 : 61 - 66
[7] MIXTURE-MODELS, OUTLIERS, AND THE EM ALGORITHM
AITKIN, M
WILSON, GT
[J]. TECHNOMETRICS, 1980, 22 (03) : 325 - 331
[8] Competitive EM algorithm for finite mixture models
Zhang, BB
Zhang, CS
Yi, X
[J]. PATTERN RECOGNITION, 2004, 37 (01) : 131 - 144
[9] An EM Algorithm for Singular Gaussian Mixture Models
Masmoudi, Khalil
Masmoudi, Afif
[J]. FILOMAT, 2019, 33 (15) : 4753 - 4767
[10] Using a Genetic Algorithm for Selection of Starting Conditions for the EM Algorithm for Gaussian Mixture Models
Kwedlo, Wojciech
[J]. PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON COMPUTER RECOGNITION SYSTEMS, CORES 2015, 2016, 403 : 125 - 134

← 1 2 3 4 5 →