Fast morphological image processing open-source extensions for GPU processing with CUDA

IEEE Journal on Selected Topics in Signal Processing

Volumn 6, Issue 7, 2012, Pages 849-855

  Thurley, Matthew J ^a   Danell, Victor ^a  

^a LULEÅ UNIVERSITY OF TECHNOLOGY   (Sweden)

Author keywords

CUDA; dilation; erosion; GPU; Morphological image processing; NVIDIA

Indexed keywords

CUDA; DILATION; GPU; MORPHOLOGICAL IMAGE PROCESSING; NVIDIA;

EROSION; IMAGE PROCESSING; MATHEMATICAL MORPHOLOGY; SCALABILITY;

DATA HANDLING;

EID: 84867941154     PISSN: 19324553     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSTSP.2012.2204857     Document Type: Article

References (20)

1. E. R. Dougherty and R. A. Lotufo, "Hands-on morphological image processing," Proc. SPIE - Int. Soc. for Opt. Eng., vol. TT59, 2003.
2. M. Vanherk, "A fast algorithm for local minimum and maximum filters on rectangular and octagonal kernels," Pattern Recogn. Lett., vol. 13, no. 7, pp. 517-521, Jul. 1992.
3. J. Gil andM.Werman, "Computing 2-D min, median, and max filters," IEEE Trans. Pattern Anal. Mach. Intell., vol. 15, no. 5, pp. 504-507, May 1993.
4. J. Gil and R. Kimmel, "Efficient dilation, erosion, opening, and closing algorithms," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 12, pp. 1606-1617, Dec. 2002.
5. P. Karas, "Efficient computation of morphological greyscale reconstruction," in Proc. 6th Doctoral Workshop Math. Eng. Methods Comput. Sci. (MEMICS'10), 2010, pp. 54-61.
6. L. Domanski, P. Vallotton, and D. Wang, "Parralel van herk/gil-werman image morphology on gpus using CUDA," NVIDIA GPU Computing Poster Showcase 2009 [Online]. Available: http://www.nvidia.com/object/SC09- posters.html
7. OpenCV Opencv gpu. [Online]. Available [Online]. Available: http://opencv.willowgarage.com/wiki/OpenCV-GPU
8. GpuCV, "Gpucv," [Online]. Available: http://picoforge.int-evry. fr/cgibin/twiki/view/Gpucv/Web/GpuCVDoc
9. A. Reiner, Etothepi CUDA-Image-Processing Sep. 2010 [Online]. Available: https://github.com/etotheipi/CUDA-Image-Processing
10. MATLAB version r2010a. Natick, MA, 2010 [Online]. Available: http://www.mathworks.com
11. Steve on Image Processing, DilationWith Linear Structuring Elements MATLAB Central, Dec. 2008 [Online]. Available: http://http://blogs.mathworks. com/steve/2008/12/31/dilation-with-linear-structuring-elements/
12. R. Adams, "Radial decomposition of disks and spheres," CVGIP: Graphical Models and Image Process. vol. 55, no. 5, pp. 325-332, 1993 [Online]. Available: http://www.sciencedirect.com/science/article/pii/S1049965283710242
13. MVTec-Software-GmbH Halcon [Online]. Available: http://www.halcon.de
14. M. Thurley and K. Ng, "Identifying, visualizing, and comparing regions in irregularly spaced 3D surface data," Comput. Vis. Image Understand., vol. 98, no. 2, pp. 239-270, Feb. 2005. (Pubitemid 40206545)
15. M. Thurley, "Automated online measurement of limestone particle size distributions using 3D range data," J. Process Control, vol. 21, no. 2, pp. 254-262, 2011.
16. G. Ruetsch and P. Micikevicius, "Optimising matrix transpose in CUDA," NVIDIA, Jan. 2009.
17. NVIDIA NVIDIA CUDA C Programming Guide - Version 4.2 NVIDIA developer website, Apr. 2012 [Online]. Available: http://developer.download.nvidia.com
18. Optimising CUDA - Part II NVIDIA developer website, 2009 [Online]. Available: http://developer.download.nvidia.com
19. NVIDIA developer website, version 2.1., 2010 [Online]. Available: http://developer.download.nvidia.com
20. P. Soille, E. Breen, and R. Jones, "Recursive implementation of erosions and dilations along discrete lines at arbitrary angles," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 5, pp. 562-567, May 1996. (Pubitemid 126772818)