Parallel image processing applications on a network of workstations

Concurrent computing on networks of distributed computers has gained tremendous attention and popularity in recent years. In this paper, we use this computing environment for the development of efficient parallel image convolution applications for grey-level images and binary images. Significant spe...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Parallel computing Jg. 21; H. 1; S. 137 - 160
Hauptverfasser: Lee, Chi-kin, Hamdi, Mounir
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Amsterdam Elsevier B.V 1995
Elsevier
Schlagworte:
Applied sciences
Artificial intelligence
Computer science; control theory; systems
Convolution algorithm
Distributed memory multiprocessor
Exact sciences and technology
EXPRESS
Image processing
Network of workstations
Pattern recognition. Digital image processing. Computational geometry
Network of workstations
Image processing
Distributed memory multiprocessor
EXPRESS
Convolution algorithm
Multiprocessor
Workstation
Computation time
Convolution
Grey level image
Prediction
Binary image
Parallel processing
Algorithm
Communication
ISSN:0167-8191, 1872-7336
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract Concurrent computing on networks of distributed computers has gained tremendous attention and popularity in recent years. In this paper, we use this computing environment for the development of efficient parallel image convolution applications for grey-level images and binary images. Significant speedup was achieved using different image sizes, kernel sizes, and number of workstations. We also present a performance prediction model that agrees well with our experimental measurements and allows the highest speedup to be predicted from the knowledge of the ratio of the computation time to the communication time. The main limiting factor in our programming environment is the bandwidth of the network. Thus, it seems with emerging high-speed networks such as ATM networks, parallel computing on networks of distributed computers can be a very attractive alternative to traditional parallel computing on SIMD and MIMD multiprocessors in executing computationally intensive applications in general and image processing applications in particular.
AbstractList Concurrent computing on networks of distributed computers has gained tremendous attention and popularity in recent years. In this paper, we use this computing environment for the development of efficient parallel image convolution applications for grey-level images and binary images. Significant speedup was achieved using different image sizes, kernel sizes, and number of workstations. We also present a performance prediction model that agrees well with our experimental measurements and allows the highest speedup to be predicted from the knowledge of the ratio of the computation time to the communication time. The main limiting factor in our programming environment is the bandwidth of the network. Thus, it seems with emerging high-speed networks such as ATM networks, parallel computing on networks of distributed computers can be a very attractive alternative to traditional parallel computing on SIMD and MIMD multiprocessors in executing computationally intensive applications in general and image processing applications in particular.
Author Lee, Chi-kin
Hamdi, Mounir
Author_xml – sequence: 1
  givenname: Chi-kin
  surname: Lee
  fullname: Lee, Chi-kin
– sequence: 2
  givenname: Mounir
  surname: Hamdi
  fullname: Hamdi, Mounir
  email: hamdi@cs.ust.hk
BackLink http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=3382334$$DView record in Pascal Francis
BookMark eNqFkL1OxDAQhC10SNwBb0DhggKKgB07dkKBhE78SZGggNpynM3JEOzIjkC8PQ4BCgooVlvsN7O7s0IL5x0gdEDJCSVUnKaSWUkrelTxY0KIKLN6Cy1pKfNMMiYWaPmD7KBVjE8TxEuyROt7HXTfQ4_ti94AHoI3EKN1G6yHobdGj9a7iL3DGjsY33x4xr7DU4_jPNxD253uI-x_9V30eHX5sL7J6rvr2_VFnRnG2JixMpesyUXFK9EaWhVEm0a2UhSFJqYoKDGGtSVIkG1eAWWCNx3QDgRnCW7YLjqcfQcdje67oJ2xUQ0hnR7eFUsLGOMJO5sxE3yMATpl7HzpGLTtFSVqSk1NkagpElVx9ZmaqpOY_xJ_2_8jO59lkP5_tRBUNBacgdYGMKNqvf3b4AMxbYX5
CODEN PACOEJ
CitedBy_id crossref_primary_10_1109_TPDS_2005_35
crossref_primary_10_1016_j_micpro_2013_04_006
crossref_primary_10_1109_TPDS_2005_139
crossref_primary_10_4018_IJMCMC_2018100104
crossref_primary_10_1007_s10723_009_9129_0
crossref_primary_10_1002__SICI_1096_9128_199909_11_11_671__AID_CPE450_3_0_CO_2_6
crossref_primary_10_1080_1206212X_2003_11441695
crossref_primary_10_1002_cpe_3861
crossref_primary_10_1016_S0167_8191_96_00054_3
crossref_primary_10_1111_itor_12178
crossref_primary_10_1109_TPDS_2015_2447515
crossref_primary_10_1016_S0167_8191_03_00095_4
crossref_primary_10_1002_cpe_765
crossref_primary_10_1007_s10586_009_0103_1
crossref_primary_10_1007_s10586_015_0512_2
crossref_primary_10_1080_00690805_2002_9714211
crossref_primary_10_1016_j_future_2015_03_015
crossref_primary_10_1023_A_1008006827002
crossref_primary_10_3390_a5020289
crossref_primary_10_1006_jpdc_1998_1494
crossref_primary_10_1002_spe_2258
crossref_primary_10_1016_j_compeleceng_2006_05_001
crossref_primary_10_1016_j_jpdc_2004_09_008
crossref_primary_10_1109_TPDS_2004_55
crossref_primary_10_1023_A_1009880307186
crossref_primary_10_1109_TPDS_2007_1103
crossref_primary_10_1016_S0167_8191_02_00103_5
crossref_primary_10_1016_j_procs_2017_12_119
crossref_primary_10_1002_cpe_5498
crossref_primary_10_1155_2014_460354
crossref_primary_10_3390_app14052006
crossref_primary_10_1016_j_parco_2008_09_009
crossref_primary_10_1016_S0167_8191_00_00103_4
crossref_primary_10_1016_S0167_8191_99_00115_5
crossref_primary_10_1016_S0141_9331_96_01103_9
crossref_primary_10_1023_A_1020971118034
crossref_primary_10_1016_S0262_8856_02_00090_2
crossref_primary_10_1016_S1383_7621_97_00041_6
crossref_primary_10_1002_ima_10057
crossref_primary_10_1016_0167_8191_95_00067_4
crossref_primary_10_1016_S0020_0190_00_00177_0
crossref_primary_10_1177_1094342006061887
Cites_doi 10.1016/0167-739X(92)90025-7
10.1109/29.45558
10.1016/0743-7315(90)90008-D
10.1016/0097-8493(93)90049-F
10.1109/2.121477
10.1002/cpe.4330040403
10.1002/cpe.4330020404
10.1109/64.97789
ContentType Journal Article
Copyright 1995
1995 INIST-CNRS
Copyright_xml – notice: 1995
– notice: 1995 INIST-CNRS
DBID AAYXX
CITATION
IQODW
DOI 10.1016/0167-8191(94)00068-L
DatabaseName CrossRef
Pascal-Francis
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Computer Science
Applied Sciences
EISSN 1872-7336
EndPage 160
ExternalDocumentID 3382334
10_1016_0167_8191_94_00068_L
016781919400068L
GroupedDBID --K
--M
-~X
.DC
.~1
0R~
123
1B1
1~.
1~5
29O
4.4
457
4G.
5VS
6OB
7-5
71M
8P~
9JN
AACTN
AAEDT
AAEDW
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AAXUO
AAYFN
ABBOA
ABEFU
ABFNM
ABJNI
ABMAC
ABXDB
ABYKQ
ACDAQ
ACGFS
ACNNM
ACRLP
ACZNC
ADBBV
ADEZE
ADJOM
ADMUD
ADTZH
AEBSH
AECPX
AEKER
AENEX
AFKWA
AFTJW
AGHFR
AGUBO
AGYEJ
AHHHB
AHJVU
AHZHX
AIALX
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AOUOD
ASPBG
AVWKF
AXJTR
AZFZN
BJAXD
BKOJK
BLXMC
CS3
DU5
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
F5P
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-Q
G8K
GBLVA
GBOLZ
HLZ
HVGLF
HZ~
H~9
IHE
J1W
JJJVA
KOM
LG9
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
R2-
RIG
ROL
RPZ
SBC
SCC
SDF
SDG
SDP
SES
SEW
SPC
SPCBC
SST
SSV
SSZ
T5K
WH7
WUQ
XPP
ZMT
~G-
9DU
AATTM
AAXKI
AAYWO
AAYXX
ABDPE
ABWVN
ACLOT
ACRPL
ACVFH
ADCNI
ADNMO
AEIPS
AEUPX
AFJKZ
AFPUW
AGQPQ
AIGII
AIIUN
AKBMS
AKRWK
AKYEP
ANKPU
APXCP
CITATION
EFKBS
~HD
AFXIZ
AGCQF
AGRNS
BNPGV
IQODW
SSH
ID FETCH-LOGICAL-c333t-38273b269496dc1950acb7d7655a0c5510cc3d8e7e7d29e1364bfe1fe643950b3
ISICitedReferencesCount 71
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=016781919400068L&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0167-8191
IngestDate Mon Jul 21 09:17:05 EDT 2025
Sat Nov 29 03:58:55 EST 2025
Tue Nov 18 22:40:04 EST 2025
Fri Feb 23 02:30:43 EST 2024
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords Network of workstations
Image processing
Distributed memory multiprocessor
EXPRESS
Convolution algorithm
Multiprocessor
Workstation
Computation time
Convolution
Grey level image
Prediction
Binary image
Parallel processing
Algorithm
Communication
Language English
License https://www.elsevier.com/tdm/userlicense/1.0
CC BY 4.0
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c333t-38273b269496dc1950acb7d7655a0c5510cc3d8e7e7d29e1364bfe1fe643950b3
PageCount 24
ParticipantIDs pascalfrancis_primary_3382334
crossref_citationtrail_10_1016_0167_8191_94_00068_L
crossref_primary_10_1016_0167_8191_94_00068_L
elsevier_sciencedirect_doi_10_1016_0167_8191_94_00068_L
PublicationCentury 1900
PublicationDate 1995
1995-1-00
PublicationDateYYYYMMDD 1995-01-01
PublicationDate_xml – year: 1995
  text: 1995
PublicationDecade 1990
PublicationPlace Amsterdam
PublicationPlace_xml – name: Amsterdam
PublicationTitle Parallel computing
PublicationYear 1995
Publisher Elsevier B.V
Elsevier
Publisher_xml – name: Elsevier B.V
– name: Elsevier
References Bal (BIB3) 1990
Lipovski, Malek (BIB16) 1987
Hamdi, Hall (BIB12) 1994
Almasi, McLuckie, Bell, Gordon, Hale (BIB1) 1992; 8
Meijer (BIB19) 1992; vol. 1
Weems (BIB28) 1991; 79
Gonzalez, Woods (BIB10) 1992
Li (BIB15) 1991
Cypher, Sanz (BIB6) 1989; 37
Angus, Fox, Kim, Walker (BIB2) 1989
Elvins, Nadeau (BIB7) 1991
Narayanan, Chen, Davis (BIB20) 1992; 25
Parasoft Corporation (BIB21) 1992
Rosenfeld, Kak (BIB24) 1982
Ranka, Sahni (BIB23) 1990; 10
Sunderam (BIB25) 1990; 2
Geist, Sunderam (BIB8) 1992; 4
Ma, Painter (BIB17) 1993; 17
Hamdi, Hall (BIB11) 1991
Ranka, Sahni (BIB22) 1990
Umar (BIB27) 1993
Ballard, Brown (BIB4) 1985
Uhr (BIB26) 1987
Weems, Brown, Webb, Poggio (BIB29) 1991; 6
Giardina, Dougherty (BIB9) 1988
Jenq, Sahni (BIB13) 1991
Maresca, Li (BIB18) 1986
Chakrabarti, Jaja (BIB5) 1991
Lee, Aggarwal (BIB14) 1988
Narayanan (10.1016/0167-8191(94)00068-L_BIB20) 1992; 25
Weems (10.1016/0167-8191(94)00068-L_BIB28) 1991; 79
Ballard (10.1016/0167-8191(94)00068-L_BIB4) 1985
Hamdi (10.1016/0167-8191(94)00068-L_BIB11) 1991
Sunderam (10.1016/0167-8191(94)00068-L_BIB25) 1990; 2
Jenq (10.1016/0167-8191(94)00068-L_BIB13) 1991
Angus (10.1016/0167-8191(94)00068-L_BIB2) 1989
Elvins (10.1016/0167-8191(94)00068-L_BIB7) 1991
Parasoft Corporation (10.1016/0167-8191(94)00068-L_BIB21) 1992
Rosenfeld (10.1016/0167-8191(94)00068-L_BIB24) 1982
Geist (10.1016/0167-8191(94)00068-L_BIB8) 1992; 4
Chakrabarti (10.1016/0167-8191(94)00068-L_BIB5) 1991
Hamdi (10.1016/0167-8191(94)00068-L_BIB12) 1994
Umar (10.1016/0167-8191(94)00068-L_BIB27) 1993
Giardina (10.1016/0167-8191(94)00068-L_BIB9) 1988
Ranka (10.1016/0167-8191(94)00068-L_BIB23) 1990; 10
Maresca (10.1016/0167-8191(94)00068-L_BIB18) 1986
Lipovski (10.1016/0167-8191(94)00068-L_BIB16) 1987
Uhr (10.1016/0167-8191(94)00068-L_BIB26) 1987
Bal (10.1016/0167-8191(94)00068-L_BIB3) 1990
Gonzalez (10.1016/0167-8191(94)00068-L_BIB10) 1992
Li (10.1016/0167-8191(94)00068-L_BIB15) 1991
Meijer (10.1016/0167-8191(94)00068-L_BIB19) 1992; vol. 1
Lee (10.1016/0167-8191(94)00068-L_BIB14) 1988
Almasi (10.1016/0167-8191(94)00068-L_BIB1) 1992; 8
Weems (10.1016/0167-8191(94)00068-L_BIB29) 1991; 6
Ranka (10.1016/0167-8191(94)00068-L_BIB22) 1990
Cypher (10.1016/0167-8191(94)00068-L_BIB6) 1989; 37
Ma (10.1016/0167-8191(94)00068-L_BIB17) 1993; 17
References_xml – year: 1989
  ident: BIB2
  publication-title: Solving Problems On Concurrent Processors
– volume: 79
  start-page: 537
  year: 1991
  end-page: 547
  ident: BIB28
  article-title: Architectural requirements of image understanding with respect to parallel processing
  publication-title: Proc. IEEE
– year: 1990
  ident: BIB3
  publication-title: Programming Distributed Systems
– year: 1987
  ident: BIB16
  publication-title: Parallel Computing: Theory and Comparisons
– volume: 37
  start-page: 2158
  year: 1989
  end-page: 2174
  ident: BIB6
  article-title: SIMD architectures and algorithms for image processing and computer vision
  publication-title: IEEE Trans. on Acoustics, Speech, and Signal Processing
– year: 1991
  ident: BIB15
  article-title: Parallel volume rendering of medical images
  publication-title: Technical report
– year: 1992
  ident: BIB21
  article-title: An overview of the Express system
– year: 1982
  ident: BIB24
  publication-title: Digital Picture Processing
– volume: 4
  start-page: 293
  year: 1992
  end-page: 311
  ident: BIB8
  article-title: Network-based concurrent computing on the pvm system
  publication-title: Concurrency: Practice And Experience
– year: 1990
  ident: BIB22
  publication-title: Hypercube Algorithms with Applications to Image Processing and Pattern Recognition
– year: 1987
  ident: BIB26
  publication-title: Parallel Computer Vision
– start-page: 50
  year: 1991
  end-page: 57
  ident: BIB7
  article-title: NetV: an experimential network-based volume visualization system
  publication-title: Proc. Visualization '91
– volume: 6
  start-page: 23
  year: 1991
  end-page: 38
  ident: BIB29
  article-title: Parallel processing in the darpa strategic computing vision program
  publication-title: IEEE Expert
– year: 1993
  ident: BIB27
  publication-title: Distributed Computing: A Practical Synthesis
– year: 1991
  ident: BIB5
  article-title: VLSI architectures for template matching and block matching
  publication-title: Parallel Architectures and Algorithms for Image Understanding
– volume: 17
  start-page: 31
  year: 1993
  end-page: 37
  ident: BIB17
  article-title: Parallel volume visualization on workstations
  publication-title: Computer and Graphics
– start-page: 355
  year: 1991
  end-page: 367
  ident: BIB11
  article-title: Compound networks for parallel image processing
  publication-title: Computer Architecture For Machine Perception '91
– year: 1992
  ident: BIB10
  publication-title: Digital Image Processing
– start-page: 299
  year: 1986
  end-page: 304
  ident: BIB18
  article-title: Morphological operations on mesh connected architecture: A generalized convolution algorithm
  publication-title: Proc. Int. Conf. on Computer Vision and Pattern Recognition
– start-page: 344
  year: 1988
  end-page: 350
  ident: BIB14
  article-title: Exploitation of image parallelism via the hypercube
  publication-title: Int. Conf. Parallel Processing
– year: 1988
  ident: BIB9
  publication-title: Morphological Methods in Image and Signal Processing
– volume: 25
  start-page: 68
  year: 1992
  end-page: 73
  ident: BIB20
  article-title: Effective use of SIMD parallelism in low- and intermediate-level vision
  publication-title: IEEE Computer
– volume: 8
  start-page: 9
  year: 1992
  end-page: 26
  ident: BIB1
  article-title: Parallel distributed seismic migration
  publication-title: Future Generation Comput. Syst.
– start-page: 648
  year: 1991
  end-page: 656
  ident: BIB13
  article-title: Reconfigurable mesh algorithms for image shrinking, expanding, clustering and template matching
  publication-title: Fifth Int. Parallel Processing Symp.
– volume: 10
  start-page: 79
  year: 1990
  end-page: 84
  ident: BIB23
  article-title: Image template matching on MIMD hypercube multicomputers
  publication-title: J. Parallel Distributed Comput.
– volume: vol. 1
  start-page: 760
  year: 1992
  end-page: 763
  ident: BIB19
  article-title: Rules and algorithms for the design of templates for template matching
  publication-title: Proc. 11th IAPR Int. Conf. on Pattern Recognition
– year: 1994
  ident: BIB12
  article-title: Image processing on augmented mesh-connected parallel computers
  publication-title: J. Comput. Software Eng.
– year: 1985
  ident: BIB4
  publication-title: Computer Vision
– volume: 2
  start-page: 315
  year: 1990
  end-page: 339
  ident: BIB25
  article-title: A framework for parallel distributed computing
  publication-title: Concurrency: Practice And Experience
– volume: 8
  start-page: 9
  issue: 1–3
  year: 1992
  ident: 10.1016/0167-8191(94)00068-L_BIB1
  article-title: Parallel distributed seismic migration
  publication-title: Future Generation Comput. Syst.
  doi: 10.1016/0167-739X(92)90025-7
– volume: 37
  start-page: 2158
  issue: 12
  year: 1989
  ident: 10.1016/0167-8191(94)00068-L_BIB6
  article-title: SIMD architectures and algorithms for image processing and computer vision
  publication-title: IEEE Trans. on Acoustics, Speech, and Signal Processing
  doi: 10.1109/29.45558
– year: 1994
  ident: 10.1016/0167-8191(94)00068-L_BIB12
  article-title: Image processing on augmented mesh-connected parallel computers
  publication-title: J. Comput. Software Eng.
– volume: 10
  start-page: 79
  year: 1990
  ident: 10.1016/0167-8191(94)00068-L_BIB23
  article-title: Image template matching on MIMD hypercube multicomputers
  publication-title: J. Parallel Distributed Comput.
  doi: 10.1016/0743-7315(90)90008-D
– volume: 17
  start-page: 31
  issue: 1
  year: 1993
  ident: 10.1016/0167-8191(94)00068-L_BIB17
  article-title: Parallel volume visualization on workstations
  publication-title: Computer and Graphics
  doi: 10.1016/0097-8493(93)90049-F
– volume: 79
  start-page: 537
  year: 1991
  ident: 10.1016/0167-8191(94)00068-L_BIB28
  article-title: Architectural requirements of image understanding with respect to parallel processing
– year: 1985
  ident: 10.1016/0167-8191(94)00068-L_BIB4
– year: 1982
  ident: 10.1016/0167-8191(94)00068-L_BIB24
– year: 1987
  ident: 10.1016/0167-8191(94)00068-L_BIB26
– volume: 25
  start-page: 68
  issue: 2
  year: 1992
  ident: 10.1016/0167-8191(94)00068-L_BIB20
  article-title: Effective use of SIMD parallelism in low- and intermediate-level vision
  publication-title: IEEE Computer
  doi: 10.1109/2.121477
– year: 1990
  ident: 10.1016/0167-8191(94)00068-L_BIB3
– start-page: 355
  year: 1991
  ident: 10.1016/0167-8191(94)00068-L_BIB11
  article-title: Compound networks for parallel image processing
– year: 1990
  ident: 10.1016/0167-8191(94)00068-L_BIB22
– start-page: 344
  year: 1988
  ident: 10.1016/0167-8191(94)00068-L_BIB14
  article-title: Exploitation of image parallelism via the hypercube
– year: 1991
  ident: 10.1016/0167-8191(94)00068-L_BIB15
  article-title: Parallel volume rendering of medical images
– year: 1992
  ident: 10.1016/0167-8191(94)00068-L_BIB10
– volume: 4
  start-page: 293
  year: 1992
  ident: 10.1016/0167-8191(94)00068-L_BIB8
  article-title: Network-based concurrent computing on the pvm system
  publication-title: Concurrency: Practice And Experience
  doi: 10.1002/cpe.4330040403
– start-page: 299
  year: 1986
  ident: 10.1016/0167-8191(94)00068-L_BIB18
  article-title: Morphological operations on mesh connected architecture: A generalized convolution algorithm
– volume: vol. 1
  start-page: 760
  year: 1992
  ident: 10.1016/0167-8191(94)00068-L_BIB19
  article-title: Rules and algorithms for the design of templates for template matching
– volume: 2
  start-page: 315
  year: 1990
  ident: 10.1016/0167-8191(94)00068-L_BIB25
  article-title: A framework for parallel distributed computing
  publication-title: Concurrency: Practice And Experience
  doi: 10.1002/cpe.4330020404
– year: 1991
  ident: 10.1016/0167-8191(94)00068-L_BIB5
  article-title: VLSI architectures for template matching and block matching
– year: 1993
  ident: 10.1016/0167-8191(94)00068-L_BIB27
– year: 1987
  ident: 10.1016/0167-8191(94)00068-L_BIB16
– year: 1988
  ident: 10.1016/0167-8191(94)00068-L_BIB9
– year: 1989
  ident: 10.1016/0167-8191(94)00068-L_BIB2
– start-page: 648
  year: 1991
  ident: 10.1016/0167-8191(94)00068-L_BIB13
  article-title: Reconfigurable mesh algorithms for image shrinking, expanding, clustering and template matching
– year: 1992
  ident: 10.1016/0167-8191(94)00068-L_BIB21
– start-page: 50
  year: 1991
  ident: 10.1016/0167-8191(94)00068-L_BIB7
  article-title: NetV: an experimential network-based volume visualization system
– volume: 6
  start-page: 23
  year: 1991
  ident: 10.1016/0167-8191(94)00068-L_BIB29
  article-title: Parallel processing in the darpa strategic computing vision program
  publication-title: IEEE Expert
  doi: 10.1109/64.97789
SSID ssj0006480
Score 1.6872619
Snippet Concurrent computing on networks of distributed computers has gained tremendous attention and popularity in recent years. In this paper, we use this computing...
SourceID pascalfrancis
crossref
elsevier
SourceType Index Database
Enrichment Source
Publisher
StartPage 137
SubjectTerms Applied sciences
Artificial intelligence
Computer science; control theory; systems
Convolution algorithm
Distributed memory multiprocessor
Exact sciences and technology
EXPRESS
Image processing
Network of workstations
Pattern recognition. Digital image processing. Computational geometry
Title Parallel image processing applications on a network of workstations
URI https://dx.doi.org/10.1016/0167-8191(94)00068-L
Volume 21
WOSCitedRecordID wos016781919400068L&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVESC
  databaseName: Elsevier SD Freedom Collection Journals 2021
  customDbUrl:
  eissn: 1872-7336
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0006480
  issn: 0167-8191
  databaseCode: AIEXJ
  dateStart: 19950101
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwELeg4wEJ8Y0YMOQHkECVRRI7sf1YjaIWdWNCQ-pb5DiOtGmkVdtN-_O5i500G0KFB16S6tLY0t3Fd77z3Y-QdxaMRsRTzniVlkyAz8xMkSimMlW4VIrSZU2h8EweH6v5XJ8ElL51Aycg61pdX-vlfxU10EDYWDr7D-LuBgUC_AahwxXEDte_EvyJWSE-ysXw7Ceex1n6SoCmFrGXrMYkgRnW_hA4eox4X2968bvzW8PZBv-htXSYtphMGWz-h7NxV81w9A32k9-Hk9HR5-k2noD12dvwVrDF_WgjrKK4o-svl76g-YZa-LUv9t1bghmNPUzAbyu0DxZ0I4MbrcX7BKFLM8VaVPpeU-xbxqo7QsgxgcnFXbKXyFRHA7I3mo7nXzsrnIkGNa-bqC2bjLNPHe2DFh_DxH9ySx4szRo-lsqjnPRcj9PH5GHYM9CRl_UTcsfVT8mjsH-gYXVeA6mF6Ghpz8hhKz7aaAPdagPtawNd1NTQoA10UdG-NjwnP76MTw8nLOBmMMs53zDgjOQFlijrrLSI82tsIUuZpamJLLjIkbW8VE46WSbaxTwTReXiyqF3mkYFf0EG9aJ2LwmVMnMaM7-VsqJIlTJCSKltHEXGyITvE96yLbehqTxim1zk7elBZHaOzM61yBtm57N9wrq3lr6pyo7_y1YieXAMvcOXg1btePPghgC76YL6vNrx_DW573sYYMztDRlsVpfugNyzV5uz9ept0LlfzPaFlQ
linkProvider Elsevier
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Parallel+image+processing+applications+on+a+network+of+workstations&rft.jtitle=Parallel+computing&rft.au=CHI-KIN+LEE&rft.au=MOUNIR+HAMDI&rft.date=1995&rft.pub=Elsevier&rft.issn=0167-8191&rft.volume=21&rft.issue=1&rft.spage=137&rft.epage=160&rft_id=info:doi/10.1016%2F0167-8191%2894%2900068-L&rft.externalDBID=n%2Fa&rft.externalDocID=3382334
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0167-8191&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0167-8191&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0167-8191&client=summon