{"id":"https://openalex.org/W2152104151","doi":"https://doi.org/10.1109/idaacs.2007.4488395","title":"Coarse-Grain Parallelization of Neural Network-Based Face Detection Method","display_name":"Coarse-Grain Parallelization of Neural Network-Based Face Detection Method","publication_year":2007,"publication_date":"2007-09-01","ids":{"openalex":"https://openalex.org/W2152104151","doi":"https://doi.org/10.1109/idaacs.2007.4488395","mag":"2152104151"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs.2007.4488395","doi":"https://doi.org/10.1109/idaacs.2007.4488395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2007.4488395","pdf_url":null,"source":{"id":"https://openalex.org/S4363607971","display_name":"IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 4th IEEE Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050920253","display_name":"Volodymyr Turchenko","orcid":"https://orcid.org/0000-0003-3810-6970","observed_orcids":["https://orcid.org/0000-0003-3810-6970"]},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Turchenko","raw_affiliation_strings":["Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ternopil, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042481390","display_name":"Ihor Paliy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Ihor Paliy","raw_affiliation_strings":["Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ternopil, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073088715","display_name":"Viktor Demchuk","orcid":"https://orcid.org/0000-0003-3700-2344","observed_orcids":["https://orcid.org/0000-0003-3700-2344"]},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Viktor Demchuk","raw_affiliation_strings":["Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ternopil, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097669468","display_name":"Ruslan Smal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Ruslan Smal","raw_affiliation_strings":["Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ternopil, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5097777255","display_name":"Lev Legostaev","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Lev Legostaev","raw_affiliation_strings":["Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ternopil, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute of Intelligent Computer Systems, Ternopil National Economic University, Ternopil, Ukraine","institution_ids":["https://openalex.org/I160977438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I160977438"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.8521000146865845,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.8521000146865845,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.07339999824762344,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.01360000018030405,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/face-detection","display_name":"face detection","score":0.8820000290870667},{"id":"https://openalex.org/keywords/coarse-graining","display_name":"coarse-graining","score":0.8090000152587891},{"id":"https://openalex.org/keywords/parallel-training","display_name":"parallel training","score":0.8930000066757202},{"id":"https://openalex.org/keywords/grid-computing","display_name":"grid computing","score":0.7400000095367432},{"id":"https://openalex.org/keywords/mpi","display_name":"MPI","score":0.9789999723434448},{"id":"https://openalex.org/keywords/training-time-reduction","display_name":"training time reduction","score":0.9580000042915344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8412361741065979},{"id":"https://openalex.org/C79189994","wikidata":"https://www.wikidata.org/wiki/Q3488021","display_name":"Uniprocessor system","level":3,"score":0.7479946613311768},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.7208319902420044},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7078760862350464},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.6851285696029663},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5705885887145996},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.5107903480529785},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.47264403104782104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4588930606842041},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.31773918867111206},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.24936866760253906},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0852610170841217},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C4822641","wikidata":"https://www.wikidata.org/wiki/Q846651","display_name":"Multiprocessing","level":2,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs.2007.4488395","doi":"https://doi.org/10.1109/idaacs.2007.4488395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2007.4488395","pdf_url":null,"source":{"id":"https://openalex.org/S4363607971","display_name":"IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 4th IEEE Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1492522106","https://openalex.org/W1510928759","https://openalex.org/W1813030236","https://openalex.org/W1968531277","https://openalex.org/W1988765532","https://openalex.org/W2007692121","https://openalex.org/W2018198597","https://openalex.org/W2060430014","https://openalex.org/W2074449159","https://openalex.org/W2077783617","https://openalex.org/W2090898442","https://openalex.org/W2111996486","https://openalex.org/W2152526229","https://openalex.org/W2159686933","https://openalex.org/W2217896605","https://openalex.org/W2595332361","https://openalex.org/W2676531173","https://openalex.org/W3097096317","https://openalex.org/W3196112465","https://openalex.org/W6638177942","https://openalex.org/W6735301455","https://openalex.org/W6750489986"],"related_works":["https://openalex.org/W4252600024","https://openalex.org/W2135229999","https://openalex.org/W4376605985","https://openalex.org/W2056496021","https://openalex.org/W2583151173","https://openalex.org/W1546965259","https://openalex.org/W4255035580","https://openalex.org/W3016704080","https://openalex.org/W1915053626","https://openalex.org/W3108847389"],"abstract_inverted_index":{"The":[0,17],"paper":[1],"describes":[2],"the":[3,7,13,31,37],"coarse-graining":[4],"paralleling":[5],"of":[6,33],"neural":[8,38],"networks'":[9,39],"cascade":[10,40],"training":[11,18,34],"for":[12,36],"face":[14],"detection":[15],"method.":[16],"parallelizing":[19],"is":[20],"done":[21],"on":[22,49],"Grid":[23],"system":[24],"using":[25],"MPI":[26],"technology.":[27],"Experimental":[28],"results":[29],"show":[30],"decreasing":[32],"time":[35],"in":[41],"1.3":[42],"times":[43],"compared":[44],"with":[45],"a":[46,50],"sequential":[47],"execution":[48],"single":[51],"uniprocessor":[52],"machine.":[53]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2016-06-24T00:00:00"}