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NTIS 바로가기韓國컴퓨터情報學會論文誌 = Journal of the Korea Society of Computer and Information, v.28 no.4, 2023년, pp.65 - 73
Jong-Hyun Kim (College of Software and Convergence (Dept. of Design Technology), Inha University)
In this paper, we propose a data augmentation method based on CNN(Convolutional Neural Network) learning for efficiently obtaining concrete crack image datasets. Real concrete crack images are not only difficult to obtain due to their unstructured shape and complex patterns, but also may be exposed ...
Wang, Xiaodong, Pingjian Liu, Yixuan Sun, and Wenqi Wang. "Study on breaking concrete structures by pulse power technology." Buildings 12, no. 3 (2022): 274. DOI: 10.3390/buildings12030274?
Aggelis, Dimitrios G., Ninel Alver, and Hwa Kian Chai. "Health monitoring of civil infrastructure and materials." The Scientific World Journal 2014 (2014). DOI: 10.1155/2014/435238?
Kim, In-Ho, Haemin Jeon, Seung-Chan Baek, Won-Hwa Hong, and Hyung-Jo Jung. "Application of crack identification techniques for an aging concrete bridge inspection using an unmanned aerial vehicle." Sensors 18, no. 6 (2018): 1881. DOI: 10.3390/s18061881?
Liu, Tingjin, Honghao Huang, and Yubing Yang. "Crack detection of reinforced concrete member using Rayleigh-based distributed optic fiber strain sensing system." Advances in Civil Engineering 2020 (2020). DOI: 10.1155/2020/8312487?
Yamaguchi, Tomoyuki, Shingo Nakamura, Ryo Saegusa, and Shuji Hashimoto. "Image-based crack detection for real concrete surfaces." IEEJ Transactions on Electrical and Electronic Engineering 3, no. 1 (2008): 128-135. DOI: 10.1002/tee.20244?
Tsai, Yi-Chang, Vivek Kaul, and Russell M. Mersereau. "Critical assessment of pavement distress segmentation methods." Journal of transportation engineering 136, no. 1 (2010): 11-19. DOI: 10.1061/(ASCE)TE.1943-5436.0000051?
Zhang, Dejin, Qingquan Li, Ying Chen, Min Cao, Li He, and Bailing Zhang. "An efficient and reliable coarse-to-fine approach for asphalt pavement crack detection." Image and Vision Computing 57 (2017): 130-146. DOI: 10.1016/j.imavis.2016.11.018?
Ying, Leslie, and Ezzatollah Salari. "Beamlet transform-based technique for pavement crack detection and classification." Computer-Aided Civil and Infrastructure Engineering 25, no. 8 (2010): 572-580. DOI: 10.1111/j.1467-8667.2010.00674.x?
Acharjya, Pinaki Pratim, and Ritaban Das. "Study and comparison of different edge detectors for image segmentation." Global Journal of Computer Science and Technology 12, no. F13 (2012): 29-32.?
Graps, Amara. "An introduction to wavelets." IEEE computational science and engineering 2, no. 2 (1995): 50-61.?
Maeda, Hiroya, Yoshihide Sekimoto, Toshikazu Seto, Takehiro Kashiyama, and Hiroshi Omata. "Road damage detection using deep neural networks with images captured through a smartphone." arXiv preprint arXiv:1801.09454 (2018). DOI: 10.1111/mice.12387?
Xu, Hongyan, Xiu Su, Yi Wang, Huaiyu Cai, Kerang Cui, and Xiaodong Chen. "Automatic bridge crack detection using a convolutional neural network." Applied Sciences 9, no. 14 (2019): 2867. DOI: 10.3390/app9142867?
Li, Yadan, Zhenqi Han, Haoyu Xu, Lizhuang Liu, Xiaoqiang Li, and Keke Zhang. "YOLOv3-lite: A lightweight crack detection network for aircraft structure based on depthwise separable convolutions." Applied Sciences 9, no. 18 (2019): 3781. DOI: 10.3390/app9183781?
Tong, Zheng, Jie Gao, and Haitao Zhang. "Recognition, location, measurement, and 3D reconstruction of concealed cracks using convolutional neural networks." Construction and Building Materials 146 (2017): 775-787. DOI: 10.1016/j.conbuildmat.2017.04.097?
Yang, Xincong, Heng Li, Yantao Yu, Xiaochun Luo, Ting Huang, and Xu Yang. "Automatic pixel-level crack detection and measurement using fully convolutional network." Computer-Aided Civil and Infrastructure Engineering 33, no. 12 (2018): 1090-1109. DOI: 10.1111/mice.12412?
Zhu, Jinsong, and Jinbo Song. "An intelligent classification model for surface defects on cement concrete bridges." Applied Sciences 10, no. 3 (2020): 972. DOI: 10.3390/app10030972?
Deng, Lu, Hong-Hu Chu, Peng Shi, Wei Wang, and Xuan Kong. "Region-based CNN method with deformable modules for visually classifying concrete cracks." Applied sciences 10, no. 7 (2020): 2528. DOI: 10.3390/app10072528?
Ren, Shaoqing, Kaiming He, Ross Girshick, and Jian Sun. "Faster r-cnn: Towards real-time object detection with region proposal networks." Advances in neural information processing systems 28 (2015).?
Dai, Jifeng, Yi Li, Kaiming He, and Jian Sun. "R-fcn: Object detection via region-based fully convolutional networks." Advances in neural information processing systems 29 (2016).?
Oh, Heekuck, Norman W. Garrick, and Luke EK Achenie. "Segmentation algorithm using iterative clipping for processing noisy pavement images." In Imaging Technologies: Techniques and Applications in Civil Engineering. Second International ConferenceEngineering Foundation; and Imaging Technologies Committee of the Technical Council on Computer Practices, American Society of Civil Engineers. 1998.?
Zhou, Jian, Peisen S. Huang, and Fu-Pen Chiang. "Wavelet-based pavement distress detection and evaluation." Optical Engineering 45, no. 2 (2006): 027007-027007. DOI: 10.1117/1.2172917?
Li, Qingquan, Qin Zou, Daqiang Zhang, and Qingzhou Mao. "FoSA: F* seed-growing approach for crack-line detection from pavement images." Image and Vision Computing 29, no. 12 (2011): 861-872. DOI: 10.1016/j.imavis.2011.10.003?
Zou, Q., Cao, Y., Li, Q., Mao, Q. and Wang, S., 2012. CrackTree: Automatic crack detection from pavement images. Pattern Recognition Letters, 33(3), pp.227-238. DOI: 10.1016/j.patrec.2011.11.004?
Roli, Fabio. "Measure of texture anisotropy for crack detection on textured surfaces." Electronics Letters 32, no. 14 (1996): 1274-1275.?
Zhang, Wenyu, Zhenjiang Zhang, Dapeng Qi, and Yun Liu. "Automatic crack detection and classification method for subway tunnel safety monitoring." Sensors 14, no. 10 (2014): 19307-19328. DOI: 10.3390/s141019307?
Li, Shengyuan, and Xuefeng Zhao. "Image-based concrete crack detection using convolutional neural network and exhaustive search technique." Advances in Civil Engineering 2019 (2019). DOI: 10.1155/2019/6520620?
Dorafshan, Sattar, Robert J. Thomas, and Marc Maguire. "SDNET2018: An annotated image dataset for non-contact concrete crack detection using deep convolutional neural networks." Data in brief 21 (2018): 1664-1668. DOI: 10.1016/j.dib.2018.11.015?
Perez, Luis, and Jason Wang. "The effectiveness of data augmentation in image classification using deep learning." arXiv preprint arXiv:1712.04621 (2017).?
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