Pavement pathologies classification using graph-based features

2014 IEEE International Conference on Image Processing, ICIP 2014

Volumn , Issue , 2014, Pages 793-797

  Fernandes, Kelwin ^a   Ciobanu, Lucian ^a  

^a UNIVERSITY OF PORTO   (Portugal)

Author keywords

Crack classification; Crack segmentation; Graph Based features; Minimum Spanning Trees; Support Vector Machines

Indexed keywords

CRACKS; GRAPHIC METHODS; IMAGE PROCESSING; PAVEMENTS; SUPPORT VECTOR MACHINES; TREES (MATHEMATICS);

CLASSIFICATION ACCURACY; CRACK CLASSIFICATION; CRACK SEGMENTATIONS; GRAPH-BASED FEATURES; MINIMUM SPANNING TREES; PAVEMENT CRACKS; PREDICTIVE MODELS; ROAD QUALITY;

IMAGE CLASSIFICATION;

EID: 84949926716     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2014.7025159     Document Type: Conference Paper

References (13)

1. Ghada Moussa and H Hussain, "A new technique for automatic detection and parameters estimation of pavement crack," in Proceedings of the 4th International Multi-Conference on Engineering and Technological Innovation, 2011.
2. Qin Zou, Yu Cao, Qingquan Li, Qingzhou Mao, and Song Wang, "Cracktree: Automatic crack detection from pavement images," Pattern Recognition Letters, vol. 33, no. 3, pp. 227-238, 2012.
3. Guellouma Younes, Cherroun Hadda, N Attia, and Z Djelloul, "Supervised learning and automatic recognition of asphalt pavement deteriorations," in Computer Systems and Applications, 2009. AICCSA 2009. IEEE/ACS International Conference on. IEEE, 2009, pp. 205-210.
4. Hyoungkwan Kim, Hamid Soleymani, Seung Heon Han, and Hana Nam, "Evaluation of asphalt pavement crack sealing performance using image processing technique," in International Symposium on Automation and Robotics in Construction (ISARC2006), 2006, pp. 341-345.
5. Miguel Gavilán, David Balcones, Oscar Marcos, David F Llorca, Miguel A Sotelo, Ignacio Parra, Manuel Ocaña, Pedro Aliseda, Pedro Yarza, and Alejandro Amrola, "Adaptive road crack detection system by pavement classification," Sensors, vol. 11, no. 10, pp. 9628-9657, 2011.
6. Henrique Oliveira and Paulo Lobato Correia, "Supervised crack detection and classification in images of road pavement flexible surfaces," Recent Advances in Signal Processing, pp. 159-184, 2009.
7. Li Qingquan, Zou Qin, and Liu Xianglong, "Pavement crack classification via spatial distribution features," EURASIP Journal on Advances in Signal Processing, vol. 2011, 2011.
8. Sylvie Chambon and Jean-Marc Moliard, "Automatic road pavement assessment with image processing: Review and comparison," International Journal of Geophysics, vol. 2011, 2011.
9. TY Zhang and Ching Y. Suen, "A fast parallel algorithm for thinning digital patterns," Communications of the ACM, vol. 27, no. 3, pp. 236-239, 1984.
10. Thomas F Coleman and Jorge J Moré, "Estimation of sparse Jacobian matrices and graph coloring blems," SIAM journal on Numerical Analysis, vol. 20, no. 1, pp. 187-209, 1983.
11. Joseph B Kruskal, "On the shortest spanning subtree of a graph and the traveling salesman problem," Proceedings of the American Mathematical society, vol. 7, no. 1, pp. 48-50, 1956.
12. Michael Fredman and Michael Saks, "The cell probe complexity of dynamic data structures," in Proceedings of the twenty-first annual ACM symposium on Theory of computing. ACM, 1989, pp. 345-354.
13. Corinna Cortes and Vladimir Vapnik, "Support-vector networks," Machine learning, vol. 20, no. 3, pp. 273-297, 1995.