Efficient implementation of multilevel algorithms on hypercube supercomputers for computer vision

作者: S.G. Ziavras , D.P. Shah

DOI: 10.1109/CAMP.1993.622486

关键词:

摘要: The authors deal with the problem of implementing multilevel algorithms on hypercube parallel computers for computer vision problems. conventional pyramid is a structure identical 2 /spl times/ reductions between all pairs neighboring levels. mapping proposed source structures and target topology are based some most important algorithms. Application classified according to their performance requirements appropriate then chosen implementation new compared set graph embedding metrics from results produced Connection Machine system CM-2 massively computer. comparison shows that selection other than more efficient solution time. In addition, algorithm often becomes very critical decision high yields.

参考文章(8)
Sotirios G. Ziavras, Techniques for Mapping Deterministic Algorithms onto Multi-Level Systems. international conference on parallel processing. pp. 226- 233 ,(1990)
Quentin F. Stout, Hypercubes and pyramids Pyramidal systems for computer vision. pp. 75- 89 ,(1986) , 10.1007/978-3-642-82940-6_5
Sotirios G. Ziavras, Devenkumar P. Shah, High‐performance emulation of hierarchical structures on hypercube supercomputers Concurrency and Computation: Practice and Experience. ,vol. 6, pp. 85- 100 ,(1994) , 10.1002/CPE.4330060202
C.-T. Ho, S. L. Johnsson, Dilation d embedding of a hyper-pyramid into a hypercube Proceedings of the 1989 ACM/IEEE conference on Supercomputing - Supercomputing '89. pp. 294- 303 ,(1989) , 10.1145/76263.76295
Peter J. Burt, Tsai-Hong Hong, Azriel Rosenfeld, Segmentation and Estimation of Image Region Properties through Cooperative Hierarchial Computation IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 11, pp. 802- 809 ,(1981) , 10.1109/TSMC.1981.4308619
Sotirios G. Ziavras, On the problem of expanding hypercube-based systems☆ Journal of Parallel and Distributed Computing. ,vol. 16, pp. 41- 53 ,(1992) , 10.1016/0743-7315(92)90042-L
Sotirios G. Ziavras, Muhammad A. Siddiqui, Pyramid mappings onto hypercubes for computer vision: Connection machine comparative study Concurrency and Computation: Practice and Experience. ,vol. 5, pp. 471- 489 ,(1993) , 10.1002/CPE.4330050603
Sotirios G. Ziavras, Connection Machine Results for Pyramid Embedding Algorithms joint international conference on vector and parallel processing parallel processing. pp. 31- 36 ,(1992) , 10.1007/3-540-55895-0_394