Haralick's texture features computed by GPUs for biological applications

IAENG International Journal of Computer Science

Volumn 36, Issue 1, 2009, Pages

  Gipp, Markus ^a   Marcus, Guillermo ^a   Harder, Nathalie ^a   Suratanee, Apichat ^a   Rohr, Karl ^a   König, Rainer ^a   Männer, Reinhard ^a  

^a UNIVERSITY OF HEIDELBERG   (Germany)

Author keywords

Co occurrence matrix; GPGPU; Graphics Processing Units; Haralick Texture Features extraction

Indexed keywords

COMPUTER GRAPHICS; MATRIX ALGEBRA; PROGRAM PROCESSORS; TEXTURES;

BIOLOGICAL APPLICATIONS; CO-OCCURRENCE-MATRIX; COMPUTATION STEPS; GPGPU; HARALICK TEXTURE FEATURES; MICROSCOPY IMAGES; PARALLEL SOFTWARE; SOFTWARE VERSIONS;

GRAPHICS PROCESSING UNIT;

EID: 60849106671     PISSN: 1819656X     EISSN: 18199224     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. R. M. Haralick and K. Shanmugam, "Computer Classification of Reservoir Sandstones," IEEE Transactions on Geoscience Electronics, vol. 11, pp. 171-177, 1973
2. N. Harder, B. Neumann, M. Held, U. Liebel, H. Erfle, J. Ellenberg, R. Eils, and K. Rohr. "Automated recognition of mitotic patterns in fluorescence microscopy images of human cells", Proc. IEEE Internat. Symposium on Biomedical Imaging: From Nano to Macro (ISBI'06), Arlington/ VA, USA, April 6-9, 2006, 1016-1019
3. C. Conrad, H. Erfle, P. Warnat, N. Daigle, T. Lörch, J. Ellenberg, R. Pepperkok, and R. Eils, "Automatic identification of subcellular phenotypes on human cell arrays," Genome Research, vol. 14, pp. 130-1136, 2004.
4. M. A. Tahir, A. Bouridane, F. Kurugollu, and A. Amira, "Accelerating the computation of GLCM and Haralick texture features on reconfigurable hardware," in Image Processing, 2004. ICIP '04. 2004 International Conference on, 2004, pp. 2857-2860 Vol. 5.
5. Intel® microprocessor export compliance metrics, (5. Dec. 2008) http://www.intel.com/support/processors/xeon/sb/CS-020863.htm
6. H. Nguyen, GPU Gems 3. Upper Saddle River, NJ, USA: Addison-Wesley, 2007, pp. 771-891.
7. NVIDIA CUDA Programming Guid Version 2.0, (5. Dec. 2008) http://www.nvidia.com/object/cuda_develop.html
8. R. M. Haralick, "Statistical and structural approaches to texture," Proceedings of the IEEE, vol. 67, pp. 786-804, 1979.
9. S. Theodoridis and K. Koutroumbas, Pattern Recognition Third Edition. San Diego, CA, USA: Academic Press An imprint of Elsevier, 2006.
10. R. M. Haralick, K. Shanmugam, and I. H. Dinstein, "Textural Features for Image Classification," Systems, Man and Cybernetics, IEEE Transactions on, vol. 3. pp. 610-621, 1973.
11. CUDA Occupancy Calculator v1.2, Excel sheet, (5. Dec. 2008) http://developer.download.nvidia.com/compute/cuda/ CUDA_Occupancy_calculator.xls