Metamorphic Testing for the Validation of Deep-learning-based Object Detection Systems

被引:0
作者
Trien, Maximilian [1 ]
Kufer, Dominik [1 ]
Speth, Simon [2 ]
机构
[1] IAV GmbH, München, Germany
[2] Technische Universität München, München, Germany
关键词
D O I
10.1007/s38311-024-2004-6
中图分类号
学科分类号
摘要
引用
收藏
页码:36 / 39
相关论文
共 50 条
[41]   A cascaded deep-learning-based model for face mask detection [J].
Kumar, Akhil .
DATA TECHNOLOGIES AND APPLICATIONS, 2022, :1-24
[42]   Annotated dataset for deep-learning-based bacterial colony detection [J].
László Makrai ;
Bettina Fodróczy ;
Sára Ágnes Nagy ;
Péter Czeiszing ;
István Csabai ;
Géza Szita ;
Norbert Solymosi .
Scientific Data, 10
[43]   A Systematic Review on Deep-Learning-Based Phishing Email Detection [J].
Gray, L. Earl ;
Conley, Justin M. ;
Bursian, Steven J. ;
Kamruzzaman, Abu ;
Asif, Rameez .
ELECTRONICS, 2023, 12 (21)
[44]   A Deep-learning-based Floor Detection System for the Visually Impaired [J].
Delahoz, Yueng ;
Labrador, Miguel A. .
2017 IEEE 15TH INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, 15TH INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, 3RD INTL CONF ON BIG DATA INTELLIGENCE AND COMPUTING AND CYBER SCIENCE AND TECHNOLOGY CONGRESS(DASC/PICOM/DATACOM/CYBERSCI, 2017, :883-888
[45]   Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems [J].
Liu, Kai-Chun ;
Hung, Kuo-Hsuan ;
Hsieh, Chia-Yeh ;
Huang, Hsiang-Yun ;
Chan, Chia-Tai ;
Tsao, Yu .
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 14 (03) :1270-1281
[46]   Deep-Learning-Based Localization Approach with pseudorange for Pseudolite Systems [J].
Runlong Ouyang ;
Guo, Xiye ;
Yang, Jun ;
Liu, Kai ;
Meng, Zhijun ;
Li, Xiaoyu ;
Chen, Guokai ;
Liu, Suyang .
2022 IEEE 6TH ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC), 2022, :1799-1806
[47]   Counting Dense Leaves under Natural Environments via an Improved Deep-Learning-Based Object Detection Algorithm [J].
Lu, Shenglian ;
Song, Zhen ;
Chen, Wenkang ;
Qian, Tingting ;
Zhang, Yingyu ;
Chen, Ming ;
Li, Guo .
AGRICULTURE-BASEL, 2021, 11 (10)
[48]   Deep-learning-based object classification of tactile robot hand for smart factory [J].
Wang, Dongkun ;
Teng, Yunfei ;
Peng, Jieyang ;
Zhao, Junkai ;
Wang, Pengyang .
APPLIED INTELLIGENCE, 2023, 53 (19) :22374-22390
[49]   Deep-Learning-Based Methodology for Fault Diagnosis in Electromechanical Systems [J].
Arellano-Espitia, Francisco ;
Delgado-Prieto, Miguel ;
Martinez-Viol, Victor ;
Jose Saucedo-Dorantes, Juan ;
Alfredo Osornio-Rios, Roque .
SENSORS, 2020, 20 (14) :1-23
[50]   Deep-Learning-Based Identification of LPV Models for Nonlinear Systems [J].
Verhoek, Chris ;
Beintema, Gerben I. ;
Haesaert, Sofie ;
Schoukens, Maarten ;
Toth, Roland .
2022 IEEE 61ST CONFERENCE ON DECISION AND CONTROL (CDC), 2022, :3274-3280