Ultra-fast computation of fractal dimension for RGB images

• Published in: Pattern analysis and applications : PAA Vol. 28; no. 1
• Main Authors: Ruiz de Miras, Juan, Li, Yurong, León, Alejandro, Arroyo, Germán, López, Luis, Torres, Juan Carlos, Martín, Domingo
• Format: Journal Article
• Language: English
• Published: London Springer London 01.03.2025; Springer Nature B.V
• Subjects: Algorithms; Color imagery; Computation; Computer Science; Datasets; Digital imaging; Fractal analysis; Fractal geometry; Fractals; Graphics processing units; Gray scale; Image compression; Image segmentation; Object recognition; Original Article; Pattern Recognition; Synthetic data; Texture recognition; CUDA; Box-counting; Fractal dimension; GPU; Color image

The fractal dimension (FD) is a quantitative parameter widely used to analyze digital images in many application fields such as image segmentation, feature extraction, object recognition, texture analysis, and image compression and denoising, among many others. A variety of algorithms have been prev...