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Volumn 61, Issue 3, 2010, Pages 293-315

Improving the performance of hyperspectral image and signal processing algorithms using parallel, distributed and specialized hardware-based systems

Author keywords

Cluster computer systems; FPGAs; GPUs; Heterogeneous parallel systems; Hyperspectral imaging; Parallel systems

Indexed keywords

CLUSTER COMPUTER SYSTEMS; FPGAS; GPUS; HETEROGENEOUS PARALLEL SYSTEMS; HYPERSPECTRAL IMAGING; PARALLEL SYSTEM;

EID: 77954781731     PISSN: 19398018     EISSN: 19398115     Source Type: Journal    
DOI: 10.1007/s11265-010-0453-1     Document Type: Article
Times cited : (50)

References (54)
  • 1
    • 0021892045 scopus 로고
    • Imaging spectrometry for Earth remote sensing
    • 10.1126/science.228.4704.1147
    • AFH Goetz G Vane JE Solomon BN Rock 1985 Imaging spectrometry for Earth remote sensing Science 228 1147 1153 10.1126/science.228.4704.1147
    • (1985) Science , vol.228 , pp. 1147-1153
    • Goetz, A.F.H.1    Vane, G.2    Solomon, J.E.3    Rock, B.N.4
  • 5
    • 0001593965 scopus 로고    scopus 로고
    • Architectures for high performance image processing: The future
    • PII S1383762198000356, Parallel Image Processing
    • D Crookes 1999 Architectures for high performance image processing: The future Journal of Systems Architecture 45 739 748 10.1016/S1383-7621(98)00035-6 (Pubitemid 129523622)
    • (1999) Journal of Systems Architecture , vol.45 , Issue.10 , pp. 739-748
    • Crookes, D.1
  • 6
    • 0034507137 scopus 로고    scopus 로고
    • KAIST image computing system (KICS): A parallel architecture for real-time multimedia data processing
    • DOI 10.1016/S1383-7621(00)00032-1
    • J Jeon H-S Kim G Choi H Park 2000 KAIST image computing system (KICS): A parallel architecture for real-time multimedia data processing Journal of Systems Architecture 46 1403 1418 10.1016/S1383-7621(00)00032-1 (Pubitemid 32086760)
    • (2000) Journal of Systems Architecture , vol.46 , Issue.15 , pp. 1403-1418
    • Jeon, J.1    Kim, H.-S.2    Choi, G.3    Park, H.4
  • 7
    • 0037362982 scopus 로고    scopus 로고
    • Optimizing parallel performance of unstructured volume rendering for the Earth simulator
    • 10.1016/S0167-8191(02)00251-X
    • L Chen I Fujishiro K Nakajima 2003 Optimizing parallel performance of unstructured volume rendering for the Earth simulator Parallel Computing 29 355 371 10.1016/S0167-8191(02)00251-X
    • (2003) Parallel Computing , vol.29 , pp. 355-371
    • Chen, L.1    Fujishiro, I.2    Nakajima, K.3
  • 8
    • 0141860763 scopus 로고    scopus 로고
    • A dynamic earth observation system
    • 10.1016/j.parco.2003.04.002
    • G Aloisio M Cafaro 2003 A dynamic earth observation system Parallel Computing 29 1357 1362 10.1016/j.parco.2003.04.002
    • (2003) Parallel Computing , vol.29 , pp. 1357-1362
    • Aloisio, G.1    Cafaro, M.2
  • 9
    • 0141749111 scopus 로고    scopus 로고
    • Distributed frameworks and parallel algorithms for processing large-scale geographic data
    • 10.1016/j.parco.2003.04.001
    • KA Hawick PD Coddington HA James 2003 Distributed frameworks and parallel algorithms for processing large-scale geographic data Parallel Computing 29 1297 1333 10.1016/j.parco.2003.04.001
    • (2003) Parallel Computing , vol.29 , pp. 1297-1333
    • Hawick, K.A.1    Coddington, P.D.2    James, H.A.3
  • 10
    • 0036132779 scopus 로고    scopus 로고
    • MODTRAN on supercomputers and parallel computers
    • DOI 10.1016/S0167-8191(01)00128-4, PII S0167819101001284
    • P Wang KY Liu T Cwik RO Green 2002 MODTRAN on supercomputers and parallel computers Parallel Computing 28 53 64 0984.68080 10.1016/S0167-8191(01)00128-4 (Pubitemid 33143368)
    • (2002) Parallel Computing , vol.28 , Issue.1 , pp. 53-64
    • Wang, P.1    Liu, K.Y.2    Cwik, T.3    Green, R.4
  • 11
    • 32444447491 scopus 로고    scopus 로고
    • A robust framework for real-time distributed processing of satellite data
    • DOI 10.1016/j.jpdc.2005.12.001, PII S0743731505002637
    • S Tehranian Y Zhao T Harvey A Swaroop K McKenzie 2006 A robust framework for real-time distributed processing of satellite data Journal of Parallel and Distributed Computing 66 403 418 10.1016/j.jpdc.2005.12.001 (Pubitemid 43227365)
    • (2006) Journal of Parallel and Distributed Computing , vol.66 , Issue.3 , pp. 403-418
    • Tehranian, S.1    Zhao, Y.2    Harvey, T.3    Swaroop, A.4    McKenzie, K.5
  • 12
    • 32444436826 scopus 로고    scopus 로고
    • Commodity cluster-based parallel processing of hyperspectral imagery
    • DOI 10.1016/j.jpdc.2005.10.001, PII S0743731505002224
    • A Plaza D Valencia J Plaza P Martinez 2006 Commodity cluster-based parallel processing of hyperspectral imagery Journal of Parallel and Distributed Computing 66 3 345 358 1122.68710 10.1016/j.jpdc.2005.10.001 (Pubitemid 43227360)
    • (2006) Journal of Parallel and Distributed Computing , vol.66 , Issue.3 , pp. 345-358
    • Plaza, A.1    Valencia, D.2    Plaza, J.3    Martinez, P.4
  • 14
    • 32444439437 scopus 로고    scopus 로고
    • Commodity computing clusters at Goddard Space Flight Center
    • Available online: http://satjournal.tcom.ohiou.edu/pdf/Dorband.pdf
    • J Dorband J Palencia U Ranawake 2003 Commodity computing clusters at Goddard Space Flight Center Journal of Space Communication 1 3 113 123 Available online: http://satjournal.tcom.ohiou.edu/pdf/Dorband.pdf
    • (2003) Journal of Space Communication , vol.1 , Issue.3 , pp. 113-123
    • Dorband, J.1    Palencia, J.2    Ranawake, U.3
  • 16
    • 0041831174 scopus 로고    scopus 로고
    • Characterizing land surface anisotropy from AVHRR data at a global scale using high performance computing
    • 10.1080/014311601300190668
    • S Kalluri Z Zhang J JaJa S Liang J Townshend 2001 Characterizing land surface anisotropy from AVHRR data at a global scale using high performance computing International Journal of Remote Sensing 22 2171 2191 10.1080/014311601300190668
    • (2001) International Journal of Remote Sensing , vol.22 , pp. 2171-2191
    • Kalluri, S.1    Zhang, Z.2    Jaja, J.3    Liang, S.4    Townshend, J.5
  • 18
    • 0036699014 scopus 로고    scopus 로고
    • An automated parallel image registration technique based on the correlation of wavelet features
    • DOI 10.1109/TGRS.2002.802501, PII 1011092002802501
    • J Le Moigne WJ Campbell RF Cromp 2002 An automated parallel image registration technique based on the correlation of wavelet features IEEE Transactions on Geoscience and Remote Sensing 40 1849 1864 10.1109/TGRS.2002. 802501 (Pubitemid 35170404)
    • (2002) IEEE Transactions on Geoscience and Remote Sensing , vol.40 , Issue.8 , pp. 1849-1864
    • Le Moigne, J.1    Campbell, W.J.2    Cromp, R.F.3
  • 19
    • 0037842875 scopus 로고    scopus 로고
    • A distributed spectral-screening PCT algorithm
    • DOI 10.1016/S0743-7315(03)00017-0
    • T Achalakul S Taylor 2003 A distributed spectral-screening PCT algorithm Journal of Parallel and Distributed Computing 63 373 384 1055.68159 10.1016/S0743-7315(03)00017-0 (Pubitemid 36668283)
    • (2003) Journal of Parallel and Distributed Computing , vol.63 , Issue.3 , pp. 373-384
    • Achalakul, T.1    Taylor, S.2
  • 21
    • 0013100691 scopus 로고    scopus 로고
    • D-ISODATA: A Distributed Algorithm for Unsupervised Classification of Remotely Sensed Data on Network of Workstations
    • DOI 10.1006/jpdc.1999.1573, PII S0743731599915733
    • MK Dhodhi JA Saghri I Ahmad R Ul-Mustafa 1999 D-ISODATA: A distributed algorithm for unsupervised classification of remotely sensed data on network of workstations Journal of Parallel and Distributed Computing 59 280 301 10.1006/jpdc.1999.1573 (Pubitemid 129557487)
    • (1999) Journal of Parallel and Distributed Computing , vol.59 , Issue.2 , pp. 280-301
    • Dhodhi, M.K.1    Saghri, J.A.2    Ahmad, I.3    Ul-Mustafa, R.4
  • 26
    • 51849102335 scopus 로고    scopus 로고
    • FPGA-based compression of hyperspectral imagery using spectral unmixing and the pixel purity index algorithm
    • 10.1007/11758532
    • D Valencia A Plaza 2006 FPGA-based compression of hyperspectral imagery using spectral unmixing and the pixel purity index algorithm Lecture Notes in Computer Science 3993 24 31 10.1007/11758532
    • (2006) Lecture Notes in Computer Science , vol.3993 , pp. 24-31
    • Valencia, D.1    Plaza, A.2
  • 27
    • 34547206554 scopus 로고    scopus 로고
    • Parallel morphological endmember extraction using commodity graphics hardware
    • DOI 10.1109/LGRS.2007.897398
    • J Setoain M Prieto C Tenllado A Plaza F Tirado 2007 Parallel morphological endmember extraction using commodity grahics hardware IEEE Geoscience and Remote Sensing Letters 43 441 445 10.1109/LGRS.2007.897398 (Pubitemid 47117456)
    • (2007) IEEE Geoscience and Remote Sensing Letters , vol.4 , Issue.3 , pp. 441-445
    • Setoain, J.1    Prieto, M.2    Tenllado, C.3    Plaza, A.4    Tirado, F.5
  • 29
    • 84864172753 scopus 로고    scopus 로고
    • ITT Visual Information Solutions, Boulder: ITTVIS. Online:
    • ITT Visual Information Solutions. (2008). ENVI users guide. Boulder: ITTVIS. Online: http://www.ittvis.com.
    • (2008) ENVI Users Guide
  • 31
    • 0036762725 scopus 로고    scopus 로고
    • Spatial/spectral endmember extraction by multidimensional morphological operations
    • DOI 10.1109/TGRS.2002.802494
    • A Plaza P Martinez R Perez J Plaza 2002 Spatial-spectral endmember extraction by multidimensional morphological operations IEEE Transactions on Geoscience and Remote Sensing 40 2025 2041 10.1109/TGRS.2002.802494 (Pubitemid 35458399)
    • (2002) IEEE Transactions on Geoscience and Remote Sensing , vol.40 , Issue.9 , pp. 2025-2041
    • Plaza, A.1    Martinez, P.2    Perez, R.3    Plaza, J.4
  • 32
    • 33947425271 scopus 로고    scopus 로고
    • Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data
    • DOI 10.1007/s11227-006-0015-2
    • A Plaza J Plaza D Valencia 2007 Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data Journal of Supercomputing 40 81 107 10.1007/s11227-006-0015-2 (Pubitemid 46450502)
    • (2007) Journal of Supercomputing , vol.40 , Issue.1 , pp. 81-107
    • Plaza, A.1    Plaza, J.2    Valencia, D.3
  • 33
    • 67649698021 scopus 로고    scopus 로고
    • AMEEPAR: Parallel morphological algorithm for hyperspectral image classification in heterogeneous networks of workstations
    • A Plaza J Plaza D Valencia 2006 AMEEPAR: Parallel morphological algorithm for hyperspectral image classification in heterogeneous networks of workstations Lecture Notes in Computer Science 3391 888 891
    • (2006) Lecture Notes in Computer Science , vol.3391 , pp. 888-891
    • Plaza, A.1    Plaza, J.2    Valencia, D.3
  • 34
    • 12144289543 scopus 로고    scopus 로고
    • A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data
    • 10.1109/TGRS.2003.820314
    • A Plaza P Martinez R Perez J Plaza 2004 A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data IEEE Transactions on Geoscience and Remote Sensing 42 650 663 10.1109/TGRS.2003. 820314
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , pp. 650-663
    • Plaza, A.1    Martinez, P.2    Perez, R.3    Plaza, J.4
  • 35
    • 31144478389 scopus 로고    scopus 로고
    • A fast iterative algorithm for implementation of pixel purity index
    • DOI 10.1109/LGRS.2005.856701
    • C-I Chang A Plaza 2006 A fast iterative implementation of the pixel purity index algorithm IEEE Geoscience and Remote Sensing Letters 3 63 67 10.1109/LGRS.2005.856701 (Pubitemid 43131898)
    • (2006) IEEE Geoscience and Remote Sensing Letters , vol.3 , Issue.1 , pp. 63-67
    • Chang, C.-I.1    Plaza, A.2
  • 36
    • 33750820859 scopus 로고    scopus 로고
    • Impact of initialization on design of endmember extraction algorithms
    • DOI 10.1109/TGRS.2006.879538, 1717734
    • A Plaza C-I Chang 2006 Impact of initialization on design of endmember extraction algorithms IEEE Transactions on Geoscience and Remote Sensing 44 3397 3407 10.1109/TGRS.2006.879538 (Pubitemid 44711681)
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , Issue.11 , pp. 3397-3407
    • Plaza, A.1    Chang, C.-I.2
  • 38
    • 0036683271 scopus 로고    scopus 로고
    • A software architecture for user transparent parallel image processing
    • DOI 10.1016/S0167-8191(02)00103-5, PII S0167819102001035
    • FJ Seinstra D Koelma JM Geusebroek 2002 A software architecture for user transparent parallel image processing Parallel Computing 28 967 993 0998.68201 10.1016/S0167-8191(02)00103-5 (Pubitemid 34867621)
    • (2002) Parallel Computing , vol.28 , Issue.7-8 , pp. 967-993
    • Seinstra, F.J.1    Koelma, D.2    Geusebroek, J.M.3
  • 39
    • 0036901363 scopus 로고    scopus 로고
    • Theoretical and experimental study on large size image processing applications using divisible load paradigm on distributed bus networks
    • 10.1016/S0262-8856(02)00090-2
    • B Veeravalli S Ranganath 2003 Theoretical and experimental study on large size image processing applications using divisible load paradigm on distributed bus networks Image and Vision Computing 20 917 935 10.1016/S0262-8856(02)00090- 2
    • (2003) Image and Vision Computing , vol.20 , pp. 917-935
    • Veeravalli, B.1    Ranganath, S.2
  • 41
    • 30644467273 scopus 로고    scopus 로고
    • HeteroMPI: Towards a message-passing library for heterogeneous networks of computers
    • DOI 10.1016/j.jpdc.2005.08.002, PII S0743731505002042
    • A Lastovetsky R Reddy 2006 HeteroMPI: Towards a message-passing library for heterogeneous networks of computers Journal of Parallel and Distributed Computing 66 197 220 1158.68328 10.1016/j.jpdc.2005.08.002 (Pubitemid 43088742)
    • (2006) Journal of Parallel and Distributed Computing , vol.66 , Issue.2 , pp. 197-220
    • Lastovetsky, A.1    Reddy, R.2
  • 42
    • 84870929949 scopus 로고    scopus 로고
    • MPICH Team.. Available online
    • MPICH Team. (2005). MPICH: A portable implementation of MPI. Available online: http://www-unix.mcs.anl.gov/mpi/mpich.
    • (2005) MPICH: A Portable Implementation of MPI
  • 43
  • 45
    • 0036396528 scopus 로고    scopus 로고
    • Systolic array for computing the pixel purity index algorithm on hyperspectral images
    • Lavernier, D., Fabiani, E., Derrien, S., & Wagner, C. (1999). Systolic array for computing the pixel purity index algorithm on hyperspectral images. In Proceedings of SPIE (Vol. 4480, pp. 130-138).
    • (1999) Proceedings of SPIE , vol.4480 , pp. 130-138
    • Lavernier, D.1    Fabiani, E.2    Derrien, S.3    Wagner, C.4
  • 47
    • 33644633865 scopus 로고    scopus 로고
    • Celoxica Ltd. Available online
    • Celoxica Ltd. (2003). DK design suite user manual. Available online: http://www.celoxica.com.
    • (2003) DK Design Suite User Manual
  • 48
    • 84864162105 scopus 로고    scopus 로고
    • Xilinx Inc.
    • Xilinx Inc. (2010). Available online: http://www.xilinx.com (last check: January 2010).
    • (2010)
  • 50
    • 20344381571 scopus 로고    scopus 로고
    • The GeForce 6800
    • DOI 10.1109/MM.2005.37
    • J Montrym H Moreton 2005 The GeForce 68000 IEEE Micro 25 41 51 10.1109/MM.2005.37 (Pubitemid 40784328)
    • (2005) IEEE Micro , vol.25 , Issue.2 , pp. 41-51
    • Montrym, J.1    Moreton, H.2
  • 51
    • 10644248153 scopus 로고    scopus 로고
    • Brook for GPUs: Stream computing on graphics hardware
    • DOI 10.1145/1015706.1015800, ACM Transactions on Graphics - Proceedings of ACM SIGGRAPH 2004
    • I Buck T Foley D Horn J Sugerman K Fatahalian M Houston, et al. 2004 Brook for GPUs: Stream computing on graphics hardware ACM Transactions on Graphics 23 777 786 10.1145/1015706.1015800 (Pubitemid 40163782)
    • (2004) ACM Transactions on Graphics , vol.23 , Issue.3 , pp. 777-786
    • Buck, I.1    Foley, T.2    Horn, D.3    Sugerman, J.4    Fatahalian, K.5    Houston, M.6    Hanrahan, P.7
  • 52
    • 10644297469 scopus 로고    scopus 로고
    • On performance analysis of heterogeneous parallel algorithms
    • 10.1016/j.parco.2004.07.007 2104537
    • A Lastovetsky R Reddy 2004 On performance analysis of heterogeneous parallel algorithms Parallel Computing 30 1195 1216 10.1016/j.parco.2004.07.007 2104537
    • (2004) Parallel Computing , vol.30 , pp. 1195-1216
    • Lastovetsky, A.1    Reddy, R.2
  • 54
    • 34248517256 scopus 로고    scopus 로고
    • Efficient FPGA implementation of DWT and modified SPIHT for lossless image compression
    • DOI 10.1016/j.sysarc.2006.11.009, PII S1383762106001391
    • J Jyotheswar S Mahapatra 2007 Efficient FPGA implementation of DWT and modified SPIHT for lossless image compression Journal of Systems Architecture 53 369 378 10.1016/j.sysarc.2006.11.009 (Pubitemid 46754978)
    • (2007) Journal of Systems Architecture , vol.53 , Issue.7 , pp. 369-378
    • Jyotheswar, J.1    Mahapatra, S.2


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