Image segmentation through using the evidence theory based data fusion technique

被引：0

作者：

Dromigny-Badin, A ^{[1
]}

Zhu, YM ^{[1
]}

Gimenez, G ^{[1
]}

Goutte, R ^{[1
]}

机构：

[1] INSA, CNRS, UMR 5515, CREATIS, F-69621 Villeurbanne, France

来源：

ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II | 1998年

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：

An image segmentation method is presented that is based on using a pixel-level data fusion technique employing the evidence theory of Dempster-Shafer (DS). A probability mass being defined for each gray level, each couple of pixels is combined through using the Dempster's combination rule and a look-up fusion table. The segmentation procedure is iterative, and the determination of probability mass is automatic. The proposed method is illustrated with the aid of both simulations and examples on physical images. The obtained results show the interest of exploiting multiple information for image segmentation.

引用

页码：994 / 997

页数：4

共 50 条

[31] Shearlet transform based technique for image fusion using median fusion rule
Khare, Ashish
Khare, Manish
Srivastava, Richa
MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (08) : 11491 - 11522
[32] Data Fusion Detection Model Based on SVM and Evidence Theory
Xie, Feng
Peng, Yong
Yang, Hongyu
Gao, Haihui
PROCEEDINGS OF 2012 IEEE 14TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY, 2012, : 814 - 818
[33] Technique of Optical Target Fusion Recognition Based On Fuzzy Evidence Theory
Chen Jian-biao
Sun Hua-yan
Zheng Yong-hui
PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ELECTRONIC TECHNOLOGY, 2015, 6 : 356 - 359
[34] Information fusion: Application to data and model fusion for ultrasound image segmentation
Solaiman, B
Debon, R
Pipelier, F
Cauvin, JM
Roux, C
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1999, 46 (10) : 1171 - 1175
[35] Segmentation of the striatum using data fusion
Frenoux, E
Barra, V
Boire, JY
PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE, 2001, 23 : 2630 - 2633
[36] Visible and Infrared Image Fusion Technique Using Advance Fuzzy Set Theory
Biswas, Biswajit
Sen, Biplab Kanti
2015 IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (ICRCICN), 2015, : 96 - 101
[37] Color Image Segmentation Based on Evidence Theory and Two-dimensional Histogram
Liu, Yan
Han, Deqiang
Zhang, Zhe
Liu, Weifeng
Zhang, Feihu
2018 21ST INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2018, : 927 - 932
[38] Optimum image fusion technique for ALOS data
Zeng Yu
Zhang Jixian
Wang Guangliang
Li Yingcheng
2008 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY PROCEEDINGS, VOLS 1-4, 2008, : 1784 - 1787
[39] PYRAMID-BASED IMAGE SEGMENTATION USING MULTISENSORY DATA
ASAR, H
NANDHAKUMAR, N
AGGARWAL, JK
PATTERN RECOGNITION, 1990, 23 (06) : 583 - 593
[40] Security enhancement for watermarking technique using content based image segmentation
Suhail, M. A.
Obaidat, M. S.
2007 IEEE/ACS INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, VOLS 1 AND 2, 2007, : 772 - +

← 1 2 3 4 5 →