A Binarization Method for Crack Detection in a Road Surface Image with the Fractal Dimension

نویسندگان

  • Hiromi Yoshida
  • Naoki Tanaka
چکیده

A new binarization method for crack detection in road surface image is proposed. A road surface image is consist of high frequency textures due to it's rough surface and some cracks which can have wide variation of it's form, depth, width and direction. So it is dicult to nd threshold value to discriminate a background and a crack region by conventional methods based on gray level histgram. As a result of our new technique, we could get a ne quality binarized image. In the algorithm for deciding threshold value, fractal dimension is used to evaluate the neness of binarized image locally and globally. We describe about the algorithm,test images and experimental results and compare with other binarization method.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Automatic road crack detection and classification using image processing techniques, machine learning and integrated models in urban areas: A novel image binarization technique

The quality of the road pavement has always been one of the major concerns for governments around the world. Cracks in the asphalt are one of the most common road tensions that generally threaten the safety of roads and highways. In recent years, automated inspection methods such as image and video processing have been considered due to the high cost and error of manual metho...

متن کامل

Automatic Pavement Crack Detection Based on Aerial Imagery

Road health information is an important indicator for assessing the status of the road in management systems. Identifying the abandonment of surfaces is an important process in maintaining roads and traffic safety, which is traditionally conducted on the basis of field surveys. Today, remote sensing methods, especially photogrammetric imaging, are presented. In this article, based on by UAVs im...

متن کامل

Processing Digital Image for Measurement of Crack Dimensions in Concrete

The elements of the concrete structure are most frequently affected by cracking. Crack detection is essential to ensure safety and performance during its service life. Cracks do not have a regular shape, in order to achieve the exact dimensions of the crack; the general mathematical formulae are by no means applicable. The authors have proposed a new method which aims to measure the crack dimen...

متن کامل

A Blanket Binarization Method for Character String Extraction

In this paper, a binarization method based on fractal dimension for character string extraction is proposed. In character extraction from a scene image, a major problem is how to deal with much different type of characters in a complex background. The proposed method can obtain multiple threshold values which are correspond to each character regions by detecting the stable intervals of fractal ...

متن کامل

A Detection Method of Cracks and Structural Objects of the Road Surface Image

2 Notation This paper introduces a new detection method of crack and structural objects, whiteline , joint and manhole of the road surface image based on morphological t,echnique . Crack and structural objects are difficult to detect directly at the pixel level because of the noise and the vagueness. Some kind of structural information is needed. In the proposed method, we have used morphologca...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009