Wall Cracks Detection in Aerial Images Using Improved Mask R-CNN
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| Published in | Computers, materials & continua Vol. 73; no. 1; pp. 767 - 782 |
|---|---|
| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
2022
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| Online Access | Get full text |
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| Author | Chen, Wei Chen, Caoyang Liu, Mi Tan, Haozhi Zhang, Mingliang Zhou, Xuhong |
|---|---|
| Author_xml | – sequence: 1 givenname: Wei surname: Chen fullname: Chen, Wei – sequence: 2 givenname: Caoyang surname: Chen fullname: Chen, Caoyang – sequence: 3 givenname: Mi surname: Liu fullname: Liu, Mi – sequence: 4 givenname: Xuhong surname: Zhou fullname: Zhou, Xuhong – sequence: 5 givenname: Haozhi surname: Tan fullname: Tan, Haozhi – sequence: 6 givenname: Mingliang surname: Zhang fullname: Zhang, Mingliang |
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| Cites_doi | 10.32604/cmc.2022.020255 10.32604/iasc.2022.020178 10.1016/j.ijleo.2015.09.147 10.1109/CVPR.2017.243 10.1109/CVPR.2016.90 10.1016/j.ifacol.2015.08.101 10.32604/iasc.2021.016884 10.5244/C.30.87 10.32604/cmes.2021.015875 10.32604/csse.2022.022158 10.1109/CVPR.2014.81 10.32604/cmc.2021.016342 10.1109/ICCV.2017.322 |
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| References | ref15 Xue (ref13) 2021; 29 ref14 Wang (ref3) 2018; 40 Wang (ref4) 2016; 49 Delalleau (ref25) 2011; 24 Talab (ref5) 2016; 127 ref17 ref16 ref19 ref18 Pereira (ref6) 2015; 48 Han (ref8) 2018; 39 Xue (ref9) 2022; 42 Bao (ref1) 2019; 52 ref24 Srivastava (ref28) 2014; 15 ref23 ref26 Dong (ref21) 2021; 128 Jeslin (ref11) 2022; 71 Rajakumari (ref10) 2022; 32 Zhang (ref22) 2020; 40 ref27 ref29 Saleem (ref12) 2021; 68 Attard (ref20) 2019 Yang (ref7) 2021; 38 Zhou (ref2) 2019; 47 |
| References_xml | – volume: 39 start-page: 418 year: 2018 ident: ref8 article-title: Structural surface crack detection method based on computer vision technology publication-title: Journal of Building Structures contributor: fullname: Han – volume: 15 start-page: 1929 year: 2014 ident: ref28 article-title: Dropout: A simple way to prevent neural networks from overfitting publication-title: Journal of Machine Learning Research contributor: fullname: Srivastava – volume: 40 start-page: 162 year: 2020 ident: ref22 article-title: Pavement crack detection algorithm based on improved mask R-CNN publication-title: Journal of Computer Applications contributor: fullname: Zhang – volume: 71 start-page: 171 year: 2022 ident: ref11 article-title: Agwo-cnn classification for computer-assisted diagnosis of brain tumors publication-title: Computers, Materials & Continua doi: 10.32604/cmc.2022.020255 contributor: fullname: Jeslin – ident: ref29 – volume: 40 start-page: 82 year: 2018 ident: ref3 article-title: Vision detection of tunnel cracks based on local image texture calculation publication-title: Journal of the China Railway Society contributor: fullname: Wang – volume: 32 start-page: 1089 year: 2022 ident: ref10 article-title: Breast cancer detection and classification using deep cnn techniques publication-title: Intelligent Automation & Soft Computing doi: 10.32604/iasc.2022.020178 contributor: fullname: Rajakumari – volume: 127 start-page: 1030 year: 2016 ident: ref5 article-title: Detection crack in image using Otsu method and multiple filtering in image processing techniques publication-title: Optik doi: 10.1016/j.ijleo.2015.09.147 contributor: fullname: Talab – ident: ref27 doi: 10.1109/CVPR.2017.243 – ident: ref23 doi: 10.1109/CVPR.2016.90 – volume: 38 start-page: 27 year: 2021 ident: ref7 article-title: Design of crack monitoring system for Chinese ancient wooden buildings based om UAV and CV publication-title: Engineering Mechanics contributor: fullname: Yang – volume: 47 start-page: 1277 year: 2019 ident: ref2 article-title: Computer vision-based crack detection and measurement on concrete structure publication-title: Journal of Tongji University(Natural Science) contributor: fullname: Zhou – volume: 48 start-page: 16 year: 2015 ident: ref6 article-title: Embedded image processing systems for automatic recognition of cracks using UAVs publication-title: IFAC PapersOnLine doi: 10.1016/j.ifacol.2015.08.101 contributor: fullname: Pereira – volume: 29 start-page: 497 year: 2021 ident: ref13 article-title: Handwritten character recognition based on improved convolutional neural network publication-title: Intelligent Automation & Soft Computing doi: 10.32604/iasc.2021.016884 contributor: fullname: Xue – ident: ref15 – volume: 24 start-page: 666 year: 2011 ident: ref25 publication-title: Advances in Neural Information Processing Systems contributor: fullname: Delalleau – ident: ref24 doi: 10.5244/C.30.87 – volume: 128 start-page: 541 year: 2021 ident: ref21 article-title: Intelligent segmentation and measurement model for asphalt road cracks based on modified mask R-CNN algorithm publication-title: Computer Modeling in Engineering & Sciences doi: 10.32604/cmes.2021.015875 contributor: fullname: Dong – volume: 42 start-page: 201 year: 2022 ident: ref9 article-title: Deep convolutional neural network approach for covid-19 detection publication-title: Computer Systems Science and Engineering doi: 10.32604/csse.2022.022158 contributor: fullname: Xue – ident: ref26 – ident: ref17 doi: 10.1109/CVPR.2014.81 – volume: 68 start-page: 3353 year: 2021 ident: ref12 article-title: Hybrid trainable system for writer identification of arabic handwriting publication-title: Computers, Materials & Continua doi: 10.32604/cmc.2021.016342 contributor: fullname: Saleem – start-page: 152 year: 2019 ident: ref20 article-title: Automatic crack detection using mask R-CNN contributor: fullname: Attard – ident: ref18 – ident: ref19 doi: 10.1109/ICCV.2017.322 – ident: ref16 – volume: 52 start-page: 1 year: 2019 ident: ref1 article-title: Artificial intelligence for civil engineering publication-title: China Civil Engineering Journal contributor: fullname: Bao – volume: 49 start-page: 123 year: 2016 ident: ref4 article-title: Study on crack characteristics based on machine vision detection publication-title: China Civil Engineering Journal contributor: fullname: Wang – ident: ref14 |
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| Title | Wall Cracks Detection in Aerial Images Using Improved Mask R-CNN |
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