Pavement Distress Detection with Deep Learning Using the Orthoframes Acquired by a Mobile Mapping System
作者： Andri Riid , Roland Lõuk , Rene Pihlak , Aleksei Tepljakov , Kristina Vassiljeva
DOI: 10.3390/APP9224829
关键词:
摘要: … format, we were able to avoid the “stitching seams” among individual orthoframes, the gradual … developing an accurate detector of pavement distress based on image data supplied to it. …
mdpi.com
sci-hub.se 参考文章(75)
Min Wang, Mingqing Sun, Xiaoyu Zhang, Yingjun Wang, Jun Li, Mechanical behaviors of the thin-walled SHCC pipes under compression international conference on transportation information and safety. pp. 797- 801 ,(2015) , 10.1109/ICTIS.2015.7232082
Rafal Kapela, Pawel Sniatala, Adam Turkot, Andrzej Rybarczyk, Andrzej Pozarycki, Pawel Rydzewski, Michal Wyczalek, Adam Bloch, Asphalt surfaced pavement cracks detection based on histograms of oriented gradients international conference mixed design of integrated circuits and systems. pp. 579- 584 ,(2015) , 10.1109/MIXDES.2015.7208590
Eduardo Zalama, Jaime Gómez-García-Bermejo, Roberto Medina, José Llamas, Road Crack Detection Using Visual Features Extracted by Gabor Filters Computer-aided Civil and Infrastructure Engineering. ,vol. 29, pp. 342- 358 ,(2014) , 10.1111/MICE.12042
Philipp Fischer, Thomas Brox, None, U-Net: Convolutional Networks for Biomedical Image Segmentation medical image computing and computer assisted intervention. pp. 234- 241 ,(2015) , 10.1007/978-3-319-24574-4_28
Alena Uus, Panos Liatsis, Giuseppe Nardoni, Enayet Rahman, Optimisation of transducer positioning in air-coupled ultrasound inspection of concrete/asphalt structures international conference on systems signals and image processing. pp. 309- 312 ,(2015) , 10.1109/IWSSIP.2015.7314237
Rabih Amhaz, Sylvie Chambon, Jerome Idier, Vincent Baltazart, A new minimal path selection algorithm for automatic crack detection on pavement images 2014 IEEE International Conference on Image Processing (ICIP). pp. 788- 792 ,(2014) , 10.1109/ICIP.2014.7025158
Chaofan Wang, Aimin Sha, Zhaoyun Sun, None, Pavement crack classification based on chain code fuzzy systems and knowledge discovery. ,vol. 2, pp. 593- 597 ,(2010) , 10.1109/FSKD.2010.5569463
Roberto Medina, Jose Llamas, Eduardo Zalama, Jaime Gomez-Garcia-Bermejo, Enhanced automatic detection of road surface cracks by combining 2D/3D image processing techniques 2014 IEEE International Conference on Image Processing (ICIP). pp. 778- 782 ,(2014) , 10.1109/ICIP.2014.7025156
H. Zakeri, F. Moghadas Nejad, A. Fahimifar, A. Doostparast Torshizi, M. H. Fazel Zarandi, A multi-stage expert system for classification of pavement cracking joint ifsa world congress and nafips annual meeting. pp. 1125- 1130 ,(2013) , 10.1109/IFSA-NAFIPS.2013.6608558
Megan R Schlotjes, Michael PN Burrow, Harry T Evdorides, Theunis FP Henning, None, Using support vector machines to predict the probability of pavement failure Proceedings of the Institution of Civil Engineers - Transport. ,vol. 168, pp. 212- 222 ,(2015) , 10.1680/TRAN.12.00084