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
[31]   Triplanar Imaging of 3-D GPR Data for Deep-Learning-Based Underground Object Detection [J].
Kim, Namgyu ;
Kim, Sehoon ;
An, Yun-Kyu ;
Lee, Jong-Jae .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 12 (11) :4446-4456
[32]   Metamorphic Testing of Deep Learning Compilers [J].
Xiao, Dongwei ;
Liu, Zhibo ;
Yuan, Yuanyuan ;
Pang, Qi ;
Wang, Shuai .
PROCEEDINGS OF THE ACM ON MEASUREMENT AND ANALYSIS OF COMPUTING SYSTEMS, 2022, 6 (01)
[33]   A Deep-Learning-Based Model for the Detection of Diseased Tomato Leaves [J].
Abdullah, Akram ;
Amran, Gehad Abdullah ;
Tahmid, S. M. Ahanaf ;
Alabrah, Amerah ;
AL-Bakhrani, Ali A. ;
Ali, Abdulaziz .
AGRONOMY-BASEL, 2024, 14 (07)
[34]   A Deep-Learning-Based Approach for Aircraft Engine Defect Detection [J].
Upadhyay, Anurag ;
Li, Jun ;
King, Steve ;
Addepalli, Sri .
MACHINES, 2023, 11 (02)
[35]   Literature Review of Deep-Learning-Based Detection of Violence in Video [J].
Negre, Pablo ;
Alonso, Ricardo S. ;
Gonzalez-Briones, Alfonso ;
Prieto, Javier ;
Rodriguez-Gonzalez, Sara .
SENSORS, 2024, 24 (12)
[36]   Deep-Learning-Based Thickness Detection Method of Ice Covering [J].
Pi, Xinyu ;
Zhang, Guoyong ;
He, Lifu ;
Feng, Wenqing ;
Luo, Jing ;
Ouyang, Yi .
2021 11TH INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES 2021), 2021, :526-530
[37]   Annotated dataset for deep-learning-based bacterial colony detection [J].
Makrai, Laszlo ;
Fodroczy, Bettina ;
Nagy, Sara Agnes ;
Czeiszing, Peter ;
Csabai, Istvan ;
Szita, Geza ;
Solymosi, Norbert .
SCIENTIFIC DATA, 2023, 10 (01)
[38]   Deep-Learning-Based Approach for IoT Attack and Malware Detection [J].
Tasci, Burak .
APPLIED SCIENCES-BASEL, 2024, 14 (18)
[39]   A cascaded deep-learning-based model for face mask detection [J].
Kumar, Akhil .
DATA TECHNOLOGIES AND APPLICATIONS, 2023, 57 (01) :84-107
[40]   Deep-Learning-Based Bughole Detection for Concrete Surface Image [J].
Yao, Gang ;
Wei, Fujia ;
Yang, Yang ;
Sun, Yujia .
ADVANCES IN CIVIL ENGINEERING, 2019, 2019