Self-adaptive 2D 3D image fusion for automated pixel-level pavement crack detection

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Published inAutomation in construction Vol. 168; p. 105756
Main Authors Jing, Jiayv, Yang, Xu, Ding, Ling, Wang, Hainian, Guan, Jinchao, Hou, Yue, El-Badawy, Sherif M.
Format Journal Article
LanguageEnglish
Published 01.12.2024
Online AccessGet full text
ISSN0926-5805
DOI10.1016/j.autcon.2024.105756

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ArticleNumber 105756
Author Wang, Hainian
El-Badawy, Sherif M.
Yang, Xu
Ding, Ling
Hou, Yue
Jing, Jiayv
Guan, Jinchao
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Cites_doi 10.1016/j.eswa.2021.115084
10.1038/s41598-023-43873-6
10.1016/j.ins.2016.02.030
10.1142/S0219691318500182
10.1016/j.neucom.2021.05.034
10.1016/j.autcon.2023.105192
10.3390/math11244902
10.1109/TCSVT.2023.3299314
10.1111/mice.13018
10.1007/s00034-019-01131-z
10.1111/mice.12297
10.1016/j.autcon.2018.12.006
10.1002/mp.16615
10.1016/j.ndteint.2014.12.008
10.1109/TITS.2019.2891167
10.1016/j.autcon.2021.103788
10.1061/(ASCE)CP.1943-5487.0000775
10.1155/2023/7552337
10.3390/f14101952
10.1007/s11263-007-0090-8
10.1109/TITS.2023.3267433
10.1177/14759217231183656
10.3390/coatings13040764
10.1109/TMM.2023.3277281
10.1177/14759217231215419
10.1093/iti/liac011
10.1016/j.infrared.2019.103039
10.1016/j.infrared.2023.104823
10.1109/TPAMI.2016.2644615
10.1016/j.culher.2023.06.012
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References Lin (10.1016/j.autcon.2024.105756_bb0030) 2024; 23
Li (10.1016/j.autcon.2024.105756_bb0190) 2013
He (10.1016/j.autcon.2024.105756_bb0120) 2023; 2023
Ronneberger (10.1016/j.autcon.2024.105756_bb0135) 2015
Sun (10.1016/j.autcon.2024.105756_bb0210) 2019
Hyun (10.1016/j.autcon.2024.105756_bb0140) 2021; 180
Zhao (10.1016/j.autcon.2024.105756_bb0110) 2024; 26
Liu (10.1016/j.autcon.2024.105756_bb0050) 2022; 1
Frankle (10.1016/j.autcon.2024.105756_bb0220) 2018
Li (10.1016/j.autcon.2024.105756_bb0195) 2016; 349
Zhang (10.1016/j.autcon.2024.105756_bb0040) 2018; 32
Prabhakar (10.1016/j.autcon.2024.105756_bb0060) 2017
Mouaddib (10.1016/j.autcon.2024.105756_bb0095) 2024; 65
Badrinarayanan (10.1016/j.autcon.2024.105756_bb0215) 2017; 39
Beckman (10.1016/j.autcon.2024.105756_bb0085) 2019; 99
Russell (10.1016/j.autcon.2024.105756_bb0185) 2008; 77
Zhang (10.1016/j.autcon.2024.105756_bb0020) 2023; 23
Fei (10.1016/j.autcon.2024.105756_bb0045) 2020; 21
Hou (10.1016/j.autcon.2024.105756_bb0150) 2020
Yuan (10.1016/j.autcon.2024.105756_bb0180) 2023; 11
Liu (10.1016/j.autcon.2024.105756_bb0125) 2018
Guan (10.1016/j.autcon.2024.105756_bb0070) 2021; 129
Zhao (10.1016/j.autcon.2024.105756_bb0205) 2017
Liu (10.1016/j.autcon.2024.105756_bb0055) 2021; 460
Shiri (10.1016/j.autcon.2024.105756_bb0155) 2023; 51
Huang (10.1016/j.autcon.2024.105756_bb0130) 2021
Xu (10.1016/j.autcon.2024.105756_bb0010) 2023; 13
Simonyan (10.1016/j.autcon.2024.105756_bb0115) 2015
Xie (10.1016/j.autcon.2024.105756_bb0175) 2023
Wang (10.1016/j.autcon.2024.105756_bb0005) 2022
Zhang (10.1016/j.autcon.2024.105756_bb0035) 2017; 32
Ren (10.1016/j.autcon.2024.105756_bb0015) 2023; 24
Lin (10.1016/j.autcon.2024.105756_bb0145) 2017
Heideklang (10.1016/j.autcon.2024.105756_bb0080) 2015; 71
Tong (10.1016/j.autcon.2024.105756_bb0025) 2023; 38
Bavirisetti (10.1016/j.autcon.2024.105756_bb0075) 2019; 38
Li (10.1016/j.autcon.2024.105756_bb0100) 2024; 158
Liu (10.1016/j.autcon.2024.105756_bb0105) 2018; 16
Jin (10.1016/j.autcon.2024.105756_bb0170) 2023; 14
Li (10.1016/j.autcon.2024.105756_bb0065) 2019; 102
Zhang (10.1016/j.autcon.2024.105756_bb0090) 2024; 34
Chen (10.1016/j.autcon.2024.105756_bb0200) 2017
Haribabu (10.1016/j.autcon.2024.105756_bb0160) 2023; 13
He (10.1016/j.autcon.2024.105756_bb0165) 2023; 133
References_xml – volume: 180
  year: 2021
  ident: 10.1016/j.autcon.2024.105756_bb0140
  article-title: Universal pooling-a new pooling method for convolutional neural networks
  publication-title: Expert Syst. Appl.
  doi: 10.1016/j.eswa.2021.115084
– volume: 13
  start-page: 16726
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0160
  article-title: Enhanced multimodal medical image fusion based on Pythagorean fuzzy set: an innovative approach
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-023-43873-6
– start-page: 844
  year: 2021
  ident: 10.1016/j.autcon.2024.105756_bb0130
– volume: 349
  start-page: 25
  year: 2016
  ident: 10.1016/j.autcon.2024.105756_bb0195
  article-title: Multifocus image fusion by combining with mixed-order structure tensors and multiscale neighborhood
  publication-title: Inform. Sci.
  doi: 10.1016/j.ins.2016.02.030
– volume: 16
  start-page: 1850018
  year: 2018
  ident: 10.1016/j.autcon.2024.105756_bb0105
  article-title: Infrared and visible image fusion with convolutional neural networks
  publication-title: International Journal of Wavelets Multiresolution and Information Processing
  doi: 10.1142/S0219691318500182
– volume: 460
  start-page: 50
  year: 2021
  ident: 10.1016/j.autcon.2024.105756_bb0055
  article-title: Two-stream network for infrared and visible images fusion
  publication-title: Neurocomputing
  doi: 10.1016/j.neucom.2021.05.034
– year: 2013
  ident: 10.1016/j.autcon.2024.105756_bb0190
  article-title: Research on image fusion based on pyramid decomposition
– volume: 158
  year: 2024
  ident: 10.1016/j.autcon.2024.105756_bb0100
  article-title: CNN-based pavement defects detection using grey and depth images
  publication-title: Automation in Construction
  doi: 10.1016/j.autcon.2023.105192
– start-page: 6230
  year: 2017
  ident: 10.1016/j.autcon.2024.105756_bb0205
  article-title: Ieee, pyramid scene parsing network
– start-page: 404
  year: 2018
  ident: 10.1016/j.autcon.2024.105756_bb0125
  article-title: Receptive field block net for accurate and fast object detection
– year: 2017
  ident: 10.1016/j.autcon.2024.105756_bb0200
  article-title: Rethinking atrous convolution for semantic image segmentation
  publication-title: arXiv preprint
– volume: 11
  start-page: 4902
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0180
  article-title: OMOFuse: an optimized dual-attention mechanism model for infrared and visible image fusion
  publication-title: Mathematics
  doi: 10.3390/math11244902
– volume: 34
  start-page: 2469
  year: 2024
  ident: 10.1016/j.autcon.2024.105756_bb0090
  article-title: Underwater image enhancement via weighted wavelet visual perception fusion
  publication-title: IEEE Trans. Circuits Syst. Video Technol.
  doi: 10.1109/TCSVT.2023.3299314
– year: 2018
  ident: 10.1016/j.autcon.2024.105756_bb0220
  article-title: The lottery ticket hypothesis: Finding sparse, trainable neural networks
  publication-title: arXiv preprint
– volume: 38
  start-page: 2317
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0025
  article-title: Evidential transformer for pavement distress segmentation
  publication-title: Comput. Aided Civ. Inf. Eng.
  doi: 10.1111/mice.13018
– start-page: 1102
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0175
  article-title: Research on pavement crack detection algorithm in complex background
– start-page: 4724
  year: 2017
  ident: 10.1016/j.autcon.2024.105756_bb0060
  article-title: DeepFuse: A deep unsupervised approach for exposure fusion with extreme exposure image pairs
– volume: 38
  start-page: 5576
  year: 2019
  ident: 10.1016/j.autcon.2024.105756_bb0075
  article-title: Multi-scale guided image and video fusion: a fast and efficient approach
  publication-title: Circuits Systems and Signal Processing
  doi: 10.1007/s00034-019-01131-z
– start-page: 936
  year: 2017
  ident: 10.1016/j.autcon.2024.105756_bb0145
  article-title: Feature pyramid networks for object detection
– volume: 32
  start-page: 805
  year: 2017
  ident: 10.1016/j.autcon.2024.105756_bb0035
  article-title: Automated pixel-level pavement crack detection on 3D asphalt surfaces using a deep-learning network
  publication-title: Comput. Aided Civ. Inf. Eng.
  doi: 10.1111/mice.12297
– volume: 99
  start-page: 114
  year: 2019
  ident: 10.1016/j.autcon.2024.105756_bb0085
  article-title: Deep learning-based automatic volumetric damage quantification using depth camera
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2018.12.006
– volume: 51
  start-page: 319
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0155
  article-title: Information fusion for fully automated segmentation of head and neck tumors from PET and CT images
  publication-title: Med. Phys.
  doi: 10.1002/mp.16615
– volume: 71
  start-page: 16
  year: 2015
  ident: 10.1016/j.autcon.2024.105756_bb0080
  article-title: Multi-sensor image fusion at signal level for improved near-surface crack detection
  publication-title: Ndt & E International
  doi: 10.1016/j.ndteint.2014.12.008
– start-page: 4002
  year: 2020
  ident: 10.1016/j.autcon.2024.105756_bb0150
  article-title: Strip pooling: rethinking spatial pooling for scene parsing
– volume: 21
  start-page: 273
  year: 2020
  ident: 10.1016/j.autcon.2024.105756_bb0045
  article-title: Pixel-level cracking detection on 3D asphalt pavement images through deep-learning- based CrackNet-V
  publication-title: IEEE Trans Intell Transp Syst
  doi: 10.1109/TITS.2019.2891167
– start-page: 459
  year: 2022
  ident: 10.1016/j.autcon.2024.105756_bb0005
– volume: 129
  year: 2021
  ident: 10.1016/j.autcon.2024.105756_bb0070
  article-title: Automated pixel-level pavement distress detection based on stereo vision and deep learning
  publication-title: Automation in Construction
  doi: 10.1016/j.autcon.2021.103788
– year: 2019
  ident: 10.1016/j.autcon.2024.105756_bb0210
  article-title: Deep high-resolution representation learning for human pose estimation
  publication-title: Arxiv
– volume: 32
  start-page: 04018041
  year: 2018
  ident: 10.1016/j.autcon.2024.105756_bb0040
  article-title: Deep learning-based fully automated pavement crack detection on 3D asphalt surfaces with an improved CrackNet
  publication-title: J. Comput. Civ. Eng.
  doi: 10.1061/(ASCE)CP.1943-5487.0000775
– volume: 2023
  start-page: 15
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0120
  article-title: Automated pixel-level detection of expansion joints on asphalt pavement using a deep-learning-based approach
  publication-title: Struct. Control Hlth.
  doi: 10.1155/2023/7552337
– volume: 14
  start-page: 1952
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0170
  article-title: Visible and infrared image fusion of forest fire scenes based on generative adversarial networks with multi-classification and multi-level constraints
  publication-title: Forests
  doi: 10.3390/f14101952
– year: 2015
  ident: 10.1016/j.autcon.2024.105756_bb0115
  article-title: Very deep convolutional networks for large-scale image recognition
  publication-title: Arxiv
– volume: 77
  start-page: 157
  year: 2008
  ident: 10.1016/j.autcon.2024.105756_bb0185
  article-title: LabelMe: a database and web-based tool for image annotation
  publication-title: Int. J. Comput. Vis.
  doi: 10.1007/s11263-007-0090-8
– volume: 24
  start-page: 10099
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0015
  article-title: A semi-supervised learning approach for pixel-level pavement anomaly detection
  publication-title: IEEE Trans Intell Transp Syst
  doi: 10.1109/TITS.2023.3267433
– start-page: 234
  year: 2015
  ident: 10.1016/j.autcon.2024.105756_bb0135
  article-title: U-net: Convolutional networks for biomedical image segmentation
– volume: 23
  start-page: 1263
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0020
  article-title: Pixel-level detection of multiple pavement distresses and surface design features with ShuttleNetV2
  publication-title: Structural Health Monitoring-an Int. J.
  doi: 10.1177/14759217231183656
– volume: 13
  start-page: 764
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0010
  article-title: Enhancing pavement distress detection using a morphological constraints-based data augmentation method
  publication-title: Coatings
  doi: 10.3390/coatings13040764
– volume: 26
  start-page: 1158
  year: 2024
  ident: 10.1016/j.autcon.2024.105756_bb0110
  article-title: LIF-Seg: LiDAR and camera image fusion for 3D LiDAR semantic segmentation
  publication-title: IEEE Trans. Multimed.
  doi: 10.1109/TMM.2023.3277281
– volume: 23
  start-page: 2853
  year: 2024
  ident: 10.1016/j.autcon.2024.105756_bb0030
  article-title: GoogleNet transfer learning with improved gorilla optimized kernel extreme learning machine for accurate detection of asphalt pavement cracks
  publication-title: Structural Health Monitoring-an International Journal
  doi: 10.1177/14759217231215419
– volume: 1
  year: 2022
  ident: 10.1016/j.autcon.2024.105756_bb0050
  article-title: Automatic detection of deteriorated inverted-T patching using 3D laser imaging system based on a true story Indiana
  publication-title: Intelligent Transportation Infrastructure
  doi: 10.1093/iti/liac011
– volume: 102
  year: 2019
  ident: 10.1016/j.autcon.2024.105756_bb0065
  article-title: Infrared and visible image fusion with ResNet and zero-phase component analysis
  publication-title: Infrared Phys. Technol.
  doi: 10.1016/j.infrared.2019.103039
– volume: 133
  year: 2023
  ident: 10.1016/j.autcon.2024.105756_bb0165
  article-title: Temperature monitoring of vehicle brake drum based on dual light fusion and deep learning
  publication-title: Infrared Physics & Technology
  doi: 10.1016/j.infrared.2023.104823
– volume: 39
  start-page: 2481
  year: 2017
  ident: 10.1016/j.autcon.2024.105756_bb0215
  article-title: SegNet: a deep convolutional encoder-decoder architecture for image segmentation
  publication-title: IEEE Trans. Pattern Anal. Mach. Intell.
  doi: 10.1109/TPAMI.2016.2644615
– volume: 65
  start-page: 221
  year: 2024
  ident: 10.1016/j.autcon.2024.105756_bb0095
  article-title: 2D/3D data fusion for the comparative analysis of the vaults of Notre-Dame de Paris before and after the fire
  publication-title: J. Cult. Herit.
  doi: 10.1016/j.culher.2023.06.012
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