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

被引：0
|
作者：
机构：
[1] Trien, Maximilian
[2] Kufer, Dominik
[3] Speth, Simon
来源：
Kufer, Dominik | 2025年 / 127卷 / 01期
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
  • [21] A Survey on Deep-Learning-Based LiDAR 3D Object Detection for Autonomous Driving
    Alaba, Simegnew Yihunie
    Ball, John E.
    SENSORS, 2022, 22 (24)
  • [22] Deep-learning-based Intrusion Detection with Enhanced Preprocesses
    Lin, Chia-Ju
    Huang, Yueh-Min
    Chen, Ruey-Maw
    SENSORS AND MATERIALS, 2022, 34 (06) : 2391 - 2401
  • [23] Deep-Learning-Based Detection of Transmission Line Insulators
    Zhang, Jian
    Xiao, Tian
    Li, Minhang
    Zhou, Yucai
    ENERGIES, 2023, 16 (14)
  • [24] Deep-Learning-Based Vulnerability Detection in Binary Executables
    Schaad, Andreas
    Binder, Dominik
    FOUNDATIONS AND PRACTICE OF SECURITY, FPS 2022, 2023, 13877 : 453 - 460
  • [25] Object Detection based on Deep Learning
    Dong, Junyao
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VIRTUAL REALITY, AND VISUALIZATION (AIVRV 2021), 2021, 12153
  • [26] The Object Detection Based on Deep Learning
    Tang, Cong
    Feng, Yunsong
    Yang, Xing
    Zheng, Chao
    Zhou, Yuanpu
    2017 4TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE), 2017, : 723 - 728
  • [27] A 500-Fps Pan-Tilt Tracking System With Deep-Learning-Based Object Detection
    Jiang, Mingjun
    Shimasaki, Kohei
    Hu, Shaopeng
    Senoo, Taku
    Ishii, Idaku
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 6 (02) : 691 - 698
  • [28] Fully Automated Annotation With Noise-Masked Visual Markers for Deep-Learning-Based Object Detection
    Kiyokawa, Takuya
    Tomochika, Keita
    Takamatsu, Jun
    Ogasawara, Tsukasa
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2019, 4 (02): : 1972 - 1977
  • [29] Triplanar Imaging of 3-D GPR Data for Deep-Learning-Based Underground Object Detection
    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
  • [30] Metamorphic Testing of Deep Learning Compilers
    Xiao, Dongwei
    Liu, Zhibo
    Yuan, Yuanyuan
    Pang, Qi
    Wang, Shuai
    PROCEEDINGS OF THE ACM ON MEASUREMENT AND ANALYSIS OF COMPUTING SYSTEMS, 2022, 6 (01)
12345