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Detection and classification of pavement damages using wavelet scattering transform, fractal dimension by box-counting method and machine learning algorithms

International Journal on Road Materials and Pavement Design, 2023
Pavement condition assessment is essential for roadway maintenance and rehabilitation processes. Image-based inspection methods provide information regarding the surface of the pavement and allow quantitative analyses of pavement conditions.
Lizette Tello-Cifuentes   +2 more
semanticscholar   +1 more source

An improved differential box counting method to measure fractal dimensions for pavement surface skid resistance evaluation

Measurement, 2021
Fractal dimension had been recognized as a texture indicator to evaluate skid resistance performance of pavement surface. One of the most frequently used methodologies to measure fractal dimension is differential box counting (DBC).
Cheng Liu   +4 more
semanticscholar   +1 more source

Improved box-counting methods to directly estimate the fractal dimension of a rough surface

, 2021
Rough surfaces exist widely in nature, and the measurement of these surfaces’ fractal dimension is beneficial for understanding their formation mechanism and effect.
Mingyang Wu   +5 more
semanticscholar   +1 more source

Comparative study on damage process of concrete subjected to uniaxial tensile and compression loads based on CT test and improved differential box counting method

, 2021
Concrete is prone to be damaged due to external forces. Traditional concrete failure analysis and research mostly focus on the characterization of macro – mechanical properties, which cannot describe the damage of internal structure and the process of ...
Le Zhang, F. Dang, W. Ding, L. Zhu
semanticscholar   +1 more source

Box-counting multifractal analysis

Physical Review A, 1992
Two box-counting algorithms for the determination of generalized fractal dimensions are described. Results of application of the algorithms to Euclidean curves, quadric islands, Koch symmetric and asymmetric triadic snowflakes, and split snowflake halls introduced by Mandelbrot [Fractal Geometry of Nature (Freeman, New York, 1983)] are described ...
, Meisel, , Johnson, , Cote
openaire   +2 more sources

FRACTAL DIMENSION-BASED GENERALIZED BOX-COUNTING TECHNIQUE WITH APPLICATION TO GRAYSCALE IMAGES

Fractals, 2021
Fractal Dimension (FD) estimation in digital image analysis has received much attention due to its dimensional significance and therefore has become an active area of research over the year.
S. Nayak, J. Mishra
semanticscholar   +1 more source

A new dorsal hand vein authentication system based on fractal dimension box counting method

, 2021
Dorsal hand vein pattern is a physiological feature that can distinguish and define one person from another. Feature extraction from images is considered as the most important step in biometric systems.
Murat Erhan Çimen   +3 more
semanticscholar   +1 more source

A MODIFIED BOX-COUNTING METHOD

Fractals, 1994
Fractal geometry has been widely used to characterize irregular structures. Our interest in applying this concept in biomedical research leads us to the conclusion that there are no standard methods. In order to objectively set parameters involved in the estimation of fractal dimension, a significantly more accurate and efficient box-counting method ...
Kyriacos, S.   +3 more
openaire   +1 more source

OPTIMAL DYNAMIC BOX-COUNTING ALGORITHM

International Journal of Bifurcation and Chaos, 2010
An optimal box-counting algorithm for estimating the fractal dimension of a nonempty set which changes over time is given. This nonstationary environment is characterized by the insertion of new points into the set and in many cases the deletion of some existing points from the set.
Panagiotis D. Alevizos   +1 more
openaire   +1 more source

Richardson's Method of Segment Counting versus Box-Counting

2013 19th International Conference on Control Systems and Computer Science, 2013
Fractal analysis has become a popular method in all branches of scientific investigation including biology and medicine. This paper presents solution for many unresolved questions about the methodology of fractal theory, precisely in connection between fractal geometry and fractal analysis.
Neboja T. Miloevic   +3 more
openaire   +1 more source

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