An Efficient Algorithm for Fractal Analysis of Textures
作者： Alceu Ferraz Costa , Gabriel Humpire-Mamani , Agma Juci Machado Traina , None
关键词: Image segmentation 、 Image texture 、 Binary image 、 Mathematics 、 Gabor filter 、 Image processing 、 Feature extraction 、 Pattern recognition 、 Artificial intelligence 、 Content-based image retrieval 、 Computer vision 、 Fractal analysis
摘要: … and efficient texture feature extraction method: the Segmentation-based Fractal Texture Analysis, or SFTA. The extraction algorithm consists in decomposing the input image … segmented …
sci-hub.se 参考文章(20)
John C. Platt, Fast training of support vector machines using sequential minimal optimization Advances in kernel methods. pp. 185- 208 ,(1999)
Agma J. M. Traina, Caetano Traina, Leejay Wu, Christos Faloutsos, Fast feature selection using fractal dimension Journal of Information and Data Management. ,vol. 1, pp. 3- 16 ,(2010)
Xuewen Wang, Xiaoqing Ding, Changsong Liu, Gabor filters-based feature extraction for character recognition Pattern Recognition. ,vol. 38, pp. 369- 379 ,(2005) , 10.1016/J.PATCOG.2004.08.004
Rangaraj M. Rangayyan, Thanh M. Nguyen, Fractal Analysis of Contours of Breast Masses in Mammograms Journal of Digital Imaging. ,vol. 20, pp. 223- 237 ,(2007) , 10.1007/S10278-006-0860-9
Robert M. Haralick, K. Shanmugam, Its'Hak Dinstein, Textural Features for Image Classification IEEE Transactions on Systems, Man, and Cybernetics. ,vol. SMC-3, pp. 610- 621 ,(1973) , 10.1109/TSMC.1973.4309314
Thomas M. Deserno, Sameer Antani, Rodney Long, Ontology of Gaps in Content-Based Image Retrieval Journal of Digital Imaging. ,vol. 22, pp. 202- 215 ,(2009) , 10.1007/S10278-007-9092-X
Alceu Ferraz Costa, Joe Tekli, Agma Juci Machado Traina, None, Fast fractal stack: fractal analysis of computed tomography scans of the lung Proceedings of the 2011 international ACM workshop on Medical multimedia analysis and retrieval. pp. 13- 18 ,(2011) , 10.1145/2072545.2072549
Manfred R. Schroeder, Fractals, Chaos, Power Laws: Minutes from an Infinite Paradise ,(1991)
Yan Qiu Chen, Mark S. Nixon, David W. Thomas, Statistical geometrical features for texture classification Pattern Recognition. ,vol. 28, pp. 537- 552 ,(1995) , 10.1016/0031-3203(94)00116-4
A.G.R. Balan, A.J.M. Traina, C. Traina, P.M. Azevedo-Marques, Fractal analysis of image textures for indexing and retrieval by content computer-based medical systems. pp. 581- 586 ,(2005) , 10.1109/CBMS.2005.54