Automated Pavement Distress Detection Using Advanced Image Processing Techniques

Automated Pavement Distress Detection Using Advanced Image Processing Techniques
Author :
Publisher :
Total Pages : 154
Release :
ISBN-10 : OCLC:588869395
ISBN-13 :
Rating : 4/5 ( Downloads)

Book Synopsis Automated Pavement Distress Detection Using Advanced Image Processing Techniques by : Yao Sun

Download or read book Automated Pavement Distress Detection Using Advanced Image Processing Techniques written by Yao Sun and published by . This book was released on 2009 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this thesis, a novel, fast and self-adaptive image processing method is proposed for the extraction and connection of break points of cracks in pavement images. The algorithm first finds the initial point of a crack and then determines the crack's classification into transverse and longitudinal types. Different search algorithms are used for different types of cracks. Then the algorithm traces along the crack pixels to find the break point and then connect the identified crack point to the nearest break point in the particular search area. The nearest point then becomes the new initial point and the algorithm continues the process until reaching the end of the crack. The experimental results show that this connection algorithm is very effective in maximizing the accuracy of crack identification.


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