Feature-based biological sensor fusion

被引：0

作者：

Blasch, EP ^{[1
]}

Gainey, JC ^{[1
]}

机构：

[1] USAF, Res Lab, SNAT, WPAFB, Wright Patterson AFB, OH 45324 USA

来源：

FUSION'98: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MULTISOURCE-MULTISENSOR INFORMATION FUSION, VOLS 1 AND 2 | 1998年

关键词：

belief filtering; data association; feature-based sensor fusion; pulse-coupled neural network;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The paper focuses on extracting and fusing visual feature information to discern targets much like a human fuses visual, auditory, and somatosensory data. Extraction of features is performed using a Pulse Coupled Neural Network to simulate visual-cortex processing of linking related-feature information. The feature-based biological sensor fusion approach extracts features from images, associates relevant features, and uses a belief filter to confirm or deny target identity.

引用

页码：702 / 709

页数：8

共 50 条

[1] Feature-Based Image Fusion Quality Metrics
Hossny, Moharnrned
Nahavandi, Saeid
Crieghton, Doug
[J]. INTELLIGENT ROBOTICS AND APPLICATIONS, PT I, PROCEEDINGS, 2008, 5314 : 469 - 478
[2] Simultaneous feature-based identification and track fusion
Blasch, E
Hong, L
[J]. PROCEEDINGS OF THE 37TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1998, : 239 - 244
[3] Feature-Based Fusion of Medical Imaging Data
Calhoun, Vince D.
Adali, Tuelay
[J]. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2009, 13 (05): : 711 - 720
[4] Adaptive Sensor Management for Feature-Based Classification
Jenkins, Karen
Castanon, David A.
[J]. 49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 522 - 527
[5] Feature-Based Attention and Feature-Based Expectation
Summerfield, Christopher
Egner, Tobias
[J]. TRENDS IN COGNITIVE SCIENCES, 2016, 20 (06) : 401 - 404
[6] Multilevel feature-based fuzzy fusion for target recognition
Blasch, E
Huang, S
[J]. SENSOR FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS IV, 2000, 4051 : 279 - 288
[7] Feature-based detection using Bayesian data fusion
Akiwowo, Ayodeji
Eftekhari, Mahroo
[J]. INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION, 2013, 4 (04) : 308 - 323
[8] Multichannel Image Registration by Feature-Based Information Fusion
Li, Yang
Verma, Ragini
[J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2011, 30 (03) : 707 - 720
[9] A feature-based soft sensor for spectroscopic data analysis
Shah, Devarshi
Wang, Jin
He, Q. Peter
[J]. JOURNAL OF PROCESS CONTROL, 2019, 78 : 98 - 107
[10] Slow feature-based feature fusion methodology for machinery similarity-based prognostics
Xue, Bin
Xu, Haoyan
Huang, Xing
Xu, Zhongbin
[J]. ISA TRANSACTIONS, 2024, 152 : 96 - 112

← 1 2 3 4 5 →