A UAV Based Concrete Crack Detection and Segmentation Using 2-Stage Convolutional Network with Transfer Learning

被引：0
|
作者：
Sorilla, Joses [1 ]
Chu, Timothy Scott C. [1 ]
Chua, Alvin Y. [1 ]
机构：
[1] Department of Mechanical Engineering, De La Salle University, 2401 Taft Ave. Malate, Manila, Philippines
来源：
HighTech and Innovation Journal | 2024年 / 5卷 / 03期
关键词：
Benchmarking - Image segmentation - Unmanned aerial vehicles (UAV);
D O I：
10.28991/HIJ-2024-05-03-010
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：690 / 702
相关论文
共 50 条
  • [41] Crack detection and quantification for concrete structures using UAV and transformer
    Ding, Wei
    Yang, Han
    Yu, Ke
    Shu, Jiangpeng
    AUTOMATION IN CONSTRUCTION, 2023, 152
  • [42] Application of a Convolutional Neural Network using transfer learning for tuberculosis detection
    Ahsan, Mostofa
    Gomes, Rahul
    Denton, Anne
    2019 IEEE INTERNATIONAL CONFERENCE ON ELECTRO INFORMATION TECHNOLOGY (EIT), 2019, : 427 - 433
  • [43] Deep convolutional neural network ensemble for pavement crack detection using high elevation UAV images
    Amieghemen, Goodnews E.
    Sherif, Muhammad M.
    STRUCTURE AND INFRASTRUCTURE ENGINEERING, 2023,
  • [44] Flexible Hotspot Detection Based on Fully Convolutional Network With Transfer Learning
    Gai, Tianyang
    Qu, Tong
    Wang, Shuhan
    Su, Xiaojing
    Xu, Renren
    Wang, Yun
    Xue, Jing
    Su, Yajuan
    Wei, Yayi
    Ye, Tianchun
    IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 41 (11) : 4626 - 4638
  • [45] Automated pavement crack detection and segmentation based on two-step convolutional neural network
    Liu, Jingwei
    Yang, Xu
    Lau, Stephen
    Wang, Xin
    Luo, Sang
    Lee, Vincent Cheng-Siong
    Ding, Ling
    COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING, 2020, 35 (11) : 1291 - 1305
  • [46] A Comparative Study on Crack Detection in Concrete Walls Using Transfer Learning Techniques
    Philip, Remya Elizabeth
    Andrushia, A. Diana
    Nammalvar, Anand
    Gurupatham, Beulah Gnana Ananthi
    Roy, Krishanu
    JOURNAL OF COMPOSITES SCIENCE, 2023, 7 (04):
  • [47] A Genetic Algorithm for Convolutional Network Structure Optimization for Concrete Crack Detection
    Gibb, Spencer
    Hung Manh La
    Louis, Sushil
    2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2018, : 1708 - 1715
  • [48] Automatic Crack Detection and Measurement of Concrete Structure Using Convolutional Encoder-Decoder Network
    Li, Shengyuan
    Zhao, Xuefeng
    IEEE ACCESS, 2020, 8 : 134602 - 134618
  • [49] Automatic pavement crack segmentation using a generative adversarial network (GAN)-based convolutional neural network
    Pan, Zhihao
    Yang, Xu
    Guo, Ningqun
    Wang, Xin
    RESULTS IN ENGINEERING, 2023, 19
  • [50] POWER LINES DETECTION AND SEGMENTATION IN MULTI-SPECTRAL UAV IMAGES USING CONVOLUTIONAL NEURAL NETWORK
    Hota, Manjit
    Sudarshan, Rao B.
    Kumar, Uttam
    2020 IEEE INDIA GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (INGARSS), 2020, : 154 - 157
12345