Implementation on CUDA of the Smoothing Problem with Tissue-Like P Systems
作者： Francisco Peña-Cantillana , Daniel Díaz-Pernil , Hepzibah A. Christinal , Miguel A. Gutiérrez-Naranjo
关键词:
摘要: Smoothing is often used in Digital Imagery for improving the quality of an image by reducing its level noise. This paper presents a parallel implementation algorithm smoothing 2D images framework Membrane Computing. The chosen formal has been tissue-like P systems. implemented using novel device architecture called CUDA (Compute Unified Device Architecture) which allows NVIDIA Graphics Processors Units (GPUs) to solve many complex computational problems. Some examples are presented and compared; research lines future also discussed.
sci-hub.st 参考文章(12)
Rodica Ceterchi, Radu Gramatovici, K.G. Subramanian, Nataša Jonoska, Tissue-like P Systems with Active Membranes for Picture Generation Fundamenta Informaticae. ,vol. 56, pp. 311- 328 ,(2003)
Hepzibah A. Christinal, Daniel Díaz-Pernil, Pedro Real Jurado, Using Membrane Computing for Obtaining Homology Groups of Binary 2D Digital Images Lecture Notes in Computer Science. ,vol. 5852, pp. 383- 396 ,(2009) , 10.1007/978-3-642-10210-3_30
Rodica Ceterchi, Madhu Mutyam, Gheorghe Păun, K.G. Subramanian, Array-rewriting P systems Natural Computing. ,vol. 2, pp. 229- 249 ,(2003) , 10.1023/A:1025497107681
Hepzibah A. Christinal, Daniel Díaz-Pernil, Pedro Real Jurado, Segmentation in 2D and 3D Image Using Tissue-Like P System iberoamerican congress on pattern recognition. ,vol. 5856, pp. 169- 176 ,(2009) , 10.1007/978-3-642-10268-4_20
Carlos Martín-Vide, Gheorghe Păun, Juan Pazos, Alfonso Rodríguez-Patón, Tissue P systems Theoretical Computer Science. ,vol. 296, pp. 295- 326 ,(2003) , 10.1016/S0304-3975(02)00659-X
G.X Ritter, J.N Wilson, J.L Davidson, Image algebra: an overview Graphical Models \/graphical Models and Image Processing \/computer Vision, Graphics, and Image Processing. ,vol. 49, pp. 297- 331 ,(1990) , 10.1016/0734-189X(90)90106-6
Daniel Dfaz-Pernil, Helena Molina-Abril, Pedro Real, Miguel A. Gutierrez-Naranjo, A bio-inspired software for segmenting digital images bio-inspired computing: theories and applications. pp. 1377- 1381 ,(2010) , 10.1109/BICTA.2010.5645062
Hepzibah A. Christinal, Daniel Díaz-Pernil, Pedro Real, P systems and computational algebraic topology Mathematical and Computer Modelling. ,vol. 52, pp. 1982- 1996 ,(2010) , 10.1016/J.MCM.2010.06.001
Jinhui Chao, J. Nakayama, Cubical singular simplex model for 3D objects and fast computation of homology groups international conference on pattern recognition. ,vol. 4, pp. 190- 194 ,(1996) , 10.1109/ICPR.1996.547259
José M. Cecilia, José M. García, Ginés D. Guerrero, Miguel A. Martínez-del-Amor, Ignacio Pérez-Hurtado, Mario J. Pérez-Jiménez, Simulating a P system based efficient solution to SAT by using GPUs The Journal of Logic and Algebraic Programming. ,vol. 79, pp. 317- 325 ,(2010) , 10.1016/J.JLAP.2010.03.008