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Volumn 34, Issue 2, 2008, Pages 92-114

An experimental comparison of parallel algorithms for hyperspectral analysis using heterogeneous and homogeneous networks of workstations

Author keywords

Heterogeneous computing; Hyperspectral data processing chain; Hyperspectral image analysis; Load balance; Parallel algorithm design

Indexed keywords

COMPUTER WORKSTATIONS; DATA PROCESSING; IMAGE ANALYSIS; NASA; RESOURCE ALLOCATION; SATELLITE IMAGERY;

EID: 40049105739     PISSN: 01678191     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.parco.2007.12.005     Document Type: Article
Times cited : (40)

References (37)
  • 2
    • 0032157956 scopus 로고    scopus 로고
    • Imaging spectroscopy and the airborne visible/infrared imaging spectrometer AVIRIS
    • Green R.O., et al. Imaging spectroscopy and the airborne visible/infrared imaging spectrometer AVIRIS. Remote Sensing of Environment 65 (1998) 227-248
    • (1998) Remote Sensing of Environment , vol.65 , pp. 227-248
    • Green, R.O.1
  • 4
    • 0141860763 scopus 로고    scopus 로고
    • A dynamic earth observation system
    • Aloisio G., and Cafaro M. A dynamic earth observation system. Parallel Computing 29 (2003) 1357-1362
    • (2003) Parallel Computing , vol.29 , pp. 1357-1362
    • Aloisio, G.1    Cafaro, M.2
  • 5
    • 0036132779 scopus 로고    scopus 로고
    • MODTRAN on supercomputers and parallel computers
    • Wang P., Liu K.Y., Cwik T., and Green R.O. MODTRAN on supercomputers and parallel computers. Parallel Computing 28 (2002) 53-64
    • (2002) Parallel Computing , vol.28 , pp. 53-64
    • Wang, P.1    Liu, K.Y.2    Cwik, T.3    Green, R.O.4
  • 6
    • 40049104964 scopus 로고    scopus 로고
    • J. Dorband, J. Palencia, U. Ranawake, Commodity computing clusters at Goddard Space Flight Center, Journal of Space Communication 1 (2003) (available online: ).
    • J. Dorband, J. Palencia, U. Ranawake, Commodity computing clusters at Goddard Space Flight Center, Journal of Space Communication 1 (2003) (available online: ).
  • 8
    • 0141749111 scopus 로고    scopus 로고
    • Distributed frameworks and parallel algorithms for processing large-scale geographic data
    • Hawick K.A., Coddington P.D., and James H.A. Distributed frameworks and parallel algorithms for processing large-scale geographic data. Parallel Computing 29 (2003) 1297-1333
    • (2003) Parallel Computing , vol.29 , pp. 1297-1333
    • Hawick, K.A.1    Coddington, P.D.2    James, H.A.3
  • 11
    • 10644297469 scopus 로고    scopus 로고
    • On performance analysis of heterogeneous algorithms
    • Lastovetsky A., and Reddy R. On performance analysis of heterogeneous algorithms. Parallel Computing 30 (2004) 1195-1216
    • (2004) Parallel Computing , vol.30 , pp. 1195-1216
    • Lastovetsky, A.1    Reddy, R.2
  • 12
    • 0035273728 scopus 로고    scopus 로고
    • Fully constrained least squares linear mixture analysis for material quantification in hyperspectral imagery
    • Heinz D., and Chang C.-I. Fully constrained least squares linear mixture analysis for material quantification in hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing 39 (2001) 529-545
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , pp. 529-545
    • Heinz, D.1    Chang, C.-I.2
  • 14
    • 40049103672 scopus 로고    scopus 로고
    • J.W. Boardman, F.A. Kruse, R.O. Green, Mapping target signatures via partial unmixing of AVIRIS data, in: Summaries of JPL Airborne Earth Science Workshop, Pasadena, CA, 1995.
    • J.W. Boardman, F.A. Kruse, R.O. Green, Mapping target signatures via partial unmixing of AVIRIS data, in: Summaries of JPL Airborne Earth Science Workshop, Pasadena, CA, 1995.
  • 15
    • 0033310314 scopus 로고    scopus 로고
    • M.E. Winter, N-FINDR: an algorithm for fast autonomous spectral endmember determination in hyperspectral data, in: Proceedings of SPIE Imaging Spectrometry Conference, vol. 3753, pp. 266-277, 1999.
    • M.E. Winter, N-FINDR: an algorithm for fast autonomous spectral endmember determination in hyperspectral data, in: Proceedings of SPIE Imaging Spectrometry Conference, vol. 3753, pp. 266-277, 1999.
  • 16
    • 40049092682 scopus 로고    scopus 로고
    • R.A. Neville, K. Staenz, T. Szeredi, J. Lefebvre, P. Hauff, Automatic endmember extraction from hyperspectral data for mineral exploration, in: Proceedings 21st Canadian Symposium on Remote Sensing, Ontario, Canada, pp. 21-24, 1999.
    • R.A. Neville, K. Staenz, T. Szeredi, J. Lefebvre, P. Hauff, Automatic endmember extraction from hyperspectral data for mineral exploration, in: Proceedings 21st Canadian Symposium on Remote Sensing, Ontario, Canada, pp. 21-24, 1999.
  • 19
    • 0036683196 scopus 로고    scopus 로고
    • Data and task parallel image processing environment
    • Nicolescu C., and Jonker P. Data and task parallel image processing environment. Parallel Computing 28 (2002) 945-965
    • (2002) Parallel Computing , vol.28 , pp. 945-965
    • Nicolescu, C.1    Jonker, P.2
  • 20
    • 1342264161 scopus 로고    scopus 로고
    • Differential coding scheme for efficient parallel image composition on a PC cluster system
    • Sano K., Kobayashi Y., and Nakamura T. Differential coding scheme for efficient parallel image composition on a PC cluster system. Parallel Computing 30 (2004) 285-299
    • (2004) Parallel Computing , vol.30 , pp. 285-299
    • Sano, K.1    Kobayashi, Y.2    Nakamura, T.3
  • 21
    • 0036901363 scopus 로고    scopus 로고
    • Theoretical and experimental study on large size image processing applications using divisible load paradigm on distributed bus networks
    • Veeravalli B., and Ranganath S. Theoretical and experimental study on large size image processing applications using divisible load paradigm on distributed bus networks. Image and Vision Computing 20 (2003) 917-935
    • (2003) Image and Vision Computing , vol.20 , pp. 917-935
    • Veeravalli, B.1    Ranganath, S.2
  • 25
    • 11444255558 scopus 로고    scopus 로고
    • A general framework to understand parallel performance in heterogeneous clusters: analysis of a new adaptive parallel genetic algorithm
    • Bazterra V.E., Cuma M., Ferraro M.B., and Facelli J.C. A general framework to understand parallel performance in heterogeneous clusters: analysis of a new adaptive parallel genetic algorithm. Journal of Parallel and Distributed Computing 65 (2005) 48-57
    • (2005) Journal of Parallel and Distributed Computing , vol.65 , pp. 48-57
    • Bazterra, V.E.1    Cuma, M.2    Ferraro, M.B.3    Facelli, J.C.4
  • 27
    • 40049089819 scopus 로고    scopus 로고
    • T. El-Ghazawi, S. Kaewpijit, J. Le Moigne, Parallel and adaptive reduction of hyperspectral data to intrinsic dimensionality, in: Proceedings of the 2001 IEEE International Conference on Cluster Computing (Cluster'01), IEEE Computer Society, 2001.
    • T. El-Ghazawi, S. Kaewpijit, J. Le Moigne, Parallel and adaptive reduction of hyperspectral data to intrinsic dimensionality, in: Proceedings of the 2001 IEEE International Conference on Cluster Computing (Cluster'01), IEEE Computer Society, 2001.
  • 28
    • 10444251827 scopus 로고    scopus 로고
    • M.E. Winter, A proof of the N-FINDR algorithm for the automated detection of endmembers in a hyperspectral image, in: Proceedings of SPIE, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery X, vol. 5425, pp. 31-41, 2004.
    • M.E. Winter, A proof of the N-FINDR algorithm for the automated detection of endmembers in a hyperspectral image, in: Proceedings of SPIE, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery X, vol. 5425, pp. 31-41, 2004.
  • 31
    • 33947425271 scopus 로고    scopus 로고
    • Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data
    • Plaza A., Plaza J., and Valencia D. Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data. Journal of Supercomputing 40 (2007) 81-107
    • (2007) Journal of Supercomputing , vol.40 , pp. 81-107
    • Plaza, A.1    Plaza, J.2    Valencia, D.3
  • 32
    • 0036683271 scopus 로고    scopus 로고
    • A software architecture for user transparent parallel image processing
    • Seinstra F.J., Koelma D., and Geusebroek J.M. A software architecture for user transparent parallel image processing. Parallel Computing 28 (2002) 967-993
    • (2002) Parallel Computing , vol.28 , pp. 967-993
    • Seinstra, F.J.1    Koelma, D.2    Geusebroek, J.M.3
  • 34
  • 35
    • 19644390444 scopus 로고    scopus 로고
    • A. Kalinov, Scalability analysis of matrix-matrix multiplication on heterogeneous clusters, in: Proceedings of ISPDC'2004/HeteroPar'04, IEEE Computer Society, 2004.
    • A. Kalinov, Scalability analysis of matrix-matrix multiplication on heterogeneous clusters, in: Proceedings of ISPDC'2004/HeteroPar'04, IEEE Computer Society, 2004.
  • 37
    • 34548799628 scopus 로고    scopus 로고
    • A. Lastovetsky, M. O'Flynn, A performance model of many-to-one collective communications for parallel computing, in: Proceedings of the 21st International Parallel and Distributed Processing Symposium (IPDPS 2007), Long Beach, California, IEEE Computer Society, 2007.
    • A. Lastovetsky, M. O'Flynn, A performance model of many-to-one collective communications for parallel computing, in: Proceedings of the 21st International Parallel and Distributed Processing Symposium (IPDPS 2007), Long Beach, California, IEEE Computer Society, 2007.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.