Detection of cracks in computer tomography images of logs based on fractal dimension

Proceedings of the IEEE International Conference on Automation and Logistics, ICAL 2007

Volumn , Issue , 2007, Pages 2259-2264

  Li, Li ^a   Qi, Dawei ^a  

^a NORTHEAST FORESTRY UNIVERSITY   (China)

Author keywords

Box counting method; Crack detection; CT image; Edge detection; Fractal dimension

Indexed keywords

COMPUTATIONAL METHODS; COMPUTERIZED TOMOGRAPHY; CRACK DETECTION; DEFECTS; EDGE DETECTION; FRACTAL DIMENSION; SAWING;

FRACTAL DIMENSIONS; LOG IMAGE CRACKS; VIEWPOINT;

IMAGE ANALYSIS;

EID: 40649096403     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICAL.2007.4338952     Document Type: Conference Paper

References (14)

1. Suchendra M. Bhandarkar, Xingzhi Luo, Richard Daniels. E.William Tollner, "Detection of cracks in computer tomography image of logs," Pattern Recognition Letters, 26(2005) 2282-2294.
2. Daut, D.G., Zhao, D., "A flaw detection method based on morphological image processing," IEEE Trans. Circuit Syst. Video Technol, 3 (6), 1993, 389-398.
3. Nieniewski, M., Chmielewski, L.. Jozwik, A., Sklodowski, M., "Morphological detection and featured-based classification of cracked regions in ferrites," Machine Graphics Vision 8 (4), 1999, 699-712.
4. Bhandarkar, S.M., Faust, T.D., Tang, M., "Design and prototype development of a computer vision-based lumber production planning system," Image Vision Comput. 20, 1999, 167-189.
5. Bhandarkar, S.M., Faust, T.D., Tang, M., "A system for detection and rendering of internal log defects using computer tomography," J. Machine Vision, Appl. 11, 1999, 171-190.
6. Jiawang Wang, Liya Yu and Dehang Wang, "The study of lung cancers fractional dimension feature," Chinese journal of medical physics, 2005, 22(1):393-395.
7. Roberto Quevedo. Lopez G. Carlos, Jose M. Aguilera and Laura Cadoehe, "Description of food surfaces and micro structural changes using fractal image texture analysis," Journal of Food Engineering, 53 (2002) 361-371.
8. Ferna'nedz and Jelinek. "Use of Fractal Theory in Neuroscience." Methods, Advantages, and Potential Problems, 24(2001) 309-321.
9. Y.Y. Tang et al, "New method for feature extraction based on fractal behavior," Pattern Recognition, 35 (2002) 1071-1081.
10. Xiaokuan Zhou, Zhu Zhou and Dunling Li, Fractal images, Beijing education publishing company, 1995. pp.233-245.
11. Annette Dathe, Martin Thullner, "The relationship between fractal properties of solid matrix and pore space in porous media," Geoderma, 129 (2005) 279-290.
12. S. Stach, J. Cybo, "Multifractal description of fracture morphology: theoretical basis," Materials Characterization, 51 (2003) 79-86.
13. Dawei Qi, "A study on image processing system of non-destructive log detection Scientia Silvae Sinicae," Vol. 37, no. 6, 2001, pp. 92-96.
14. Qi Dawei, "Images managing of original wood basing on Discrete Brownian random field and fractal parameter," Wood Science, 2004, vol. 40, no. 4, pp. 145-147.