Multi-level data fusion method

被引：0

作者：

Lan, JH ^{[1
]}

Ma, BH ^{[1
]}

Zhou, ZY ^{[1
]}

机构：

[1] Tsing Hua Univ, Dept Precis Instruments & Mechanol, Beijing 100084, Peoples R China

来源：

ISTM/2001: 4TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1 AND 2, CONFERENCE PROCEEDINGS | 2001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：

This paper presents a new method and its application of data fusion technology for target recognition under complex environment in Battle-Field Surveillance Multisensor System (BFSMS). In order to find the most suited method to the system, multi-level data fusion method and its application was discussed. Through experiments and result analysis, it is proved that utilizing a hybrid structure :of combination feature level and decision level is reasonable, and the method can he used in the BFSMS for data fusion of target recognition.

引用

页码：235 / 238

页数：4

共 50 条

[1] An Ontology for Multi-Level Data Fusion
Steinberg, Alan N.
[J]. 2022 25TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2022), 2022,
[2] Measures of information for multi-level data fusion
Oxenham, MG
Kewley, DJ
Nelson, MJ
[J]. SIGNAL PROCESSING, SENSOR FUSION, AND TARGET RECOGNITION V, 1996, 2755 : 271 - 282
[3] A Multi-level Data Fusion Localization Algorithm for SLAM
Zhang, Hongkai
Chen, Niansheng
Dai, Zuoxiao
Fan, Guangyu
[J]. Jiqiren/Robot, 2021, 43 (06): : 641 - 652
[4] Multi-level enhanced target identification fusion method
Ku, JK
Ock, SY
[J]. SENSOR FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS VI, 2002, 4731 : 188 - 195
[5] Image fusion using a multi-level image decomposition and fusion method
Tian, Yu
Yang, Wenjing
Wang, Ji
[J]. APPLIED OPTICS, 2021, 60 (24) : 7466 - 7479
[6] Multi-level image fusion
Petrovic, V
[J]. MULTISENSOR, MULTISOURCE INFORMATION FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS 2003, 2003, 5099 : 87 - 96
[7] Multi-level fusion exploitation
Lindberg, FC
Dasarathy, BV
[J]. SIGNAL PROCESSING, SENSOR FUSION, AND TARGET RECOGNITION V, 1996, 2755 : 260 - 270
[8] A Robot Control Approach Based on Multi-level Data Fusion
Kang, Sangseung
Kim, Jaehong
Sohn, Joochan
[J]. INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2010), 2010, : 1777 - 1780
[9] Evaluation method of smart bracelet health monitoring accuracy based on multi-level data fusion
Ma, Weicheng
Lv, Yanfei
[J]. International Journal of Product Development, 2022, 26 (1-4) : 117 - 130
[10] A NEW MULTI-LEVEL ATTENTION FEATURE FUSION METHOD FOR HYPERSPECTRAL AND LIDAR DATA JOINT CLASSIFICATION
Song, Weiwei
Gao, Zhi
Fang, Leyuan
Zhang, Yongjun
[J]. IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 5978 - 5981

← 1 2 3 4 5 →