Estimation of the thickness of overlapping materials by using neural networks

被引：0

作者：

Reen, N ^{[1
]}

Tansel, IN ^{[1
]}

Chen, P ^{[1
]}

Wang, X ^{[1
]}

Inanc, F ^{[1
]}

Kropas-Hughes, C ^{[1
]}

机构：

[1] Florida Int Univ, Miami, FL 33174 USA

来源：

REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, VOLS 24A AND 24B | 2005年 / 760卷

关键词：

D O I：

暂无

中图分类号：

O42 [声学];

学科分类号：

070206 ; 082403 ;

摘要：

Backpropagation type artificial neural networks (ANN) were used to estimate the thickness of two overlapping materials by inspecting two X-ray images obtained at different X-ray tube voltage settings. Radiographic images of overlapping aluminum and brass wedges were simulated by using the X-ray radiography simulation program XRSIM. Simulated images were used for training and testing of the ANNs. The average estimation error was less than 4% and 7% on the training and test data respectively.

引用

页码：671 / 677

页数：7

共 50 条

[1] Layer Thickness Estimation with Ground Penetrating Radar by Using Convolutional Neural Networks
Aliabadi, Reza
Kromer, Mathias
Harter, Marlene
2024 INTERNATIONAL RADAR SYMPOSIUM, IRS 2024, 2024, : 314 - 318
[2] Estimation of Mass and Depth of Buried Radioactive Materials Using Neural Networks
Wei, Wei
Du, Qian
Younan, Nicolas H.
2010 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD (NSS/MIC), 2010, : 489 - 492
[3] Cost estimation of Transformer Main Materials using Artificial Neural Networks
Mehta, H. D.
Patel, R. M.
Trivedi, H.
3RD NIRMA UNIVERSITY INTERNATIONAL CONFERENCE ON ENGINEERING (NUICONE 2012), 2012,
[4] Recognition of overlapping targets using artificial neural networks
Shiotani, Shigetoshi
Fukuda, Toshio
Shibata, Takanori
Sasaki, Kyousuke
Takeuchi, Naokazu
Kinoshita, Tatsuyuki
Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, 1994, 60 (578): : 3476 - 3483
[5] Fuzzy neural networks are overlapping
Feuring, T
FUZZ-IEEE '96 - PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 1996, : 1154 - 1160
[6] The estimation of spatially varying albedo and optical thickness in a radiating slab using artificial neural networks
Bokar, JC
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 1999, 26 (03) : 359 - 367
[7] Parameter Estimation in Bayesian Networks Using Overlapping Swarm Intelligence
Fortier, Nathan
Sheppard, John
Strasser, Shane
GECCO'15: PROCEEDINGS OF THE 2015 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2015, : 9 - 16
[8] Estimation of Strain Values of Aluminum Based Aerospace Materials By Using Artificial Neural Networks
Nalci, Ali Sinan
Cetinkaya, Muhammed
Karalar, Anil Burak
2023 10TH INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN AIR AND SPACE TECHNOLOGIES, RAST, 2023,
[9] THE ML BEARING ESTIMATION BY USING NEURAL NETWORKS
罗发龙
姬红兵
赵晓鹏
Journal of Electronics(China), 1993, (01) : 1 - 8
[10] Distance Estimation Using LoRa and Neural Networks
Abboud, Mira
Nicolas, Charbel
Habib, Gilbert
MACHINE LEARNING FOR NETWORKING, MLN 2021, 2022, 13175 : 148 - 159

← 1 2 3 4 5 →