{"id":"https://openalex.org/W4376270602","doi":"https://doi.org/10.5194/isprs-archives-xlviii-2-w3-2023-145-2023","title":"HIGH-PERFORMANCE TWO-LEVEL PARALLEL COMPUTING SCHEME FOR NANOPARTICLES DETECTION IN SEM IMAGES","display_name":"HIGH-PERFORMANCE TWO-LEVEL PARALLEL COMPUTING SCHEME FOR NANOPARTICLES DETECTION IN SEM IMAGES","publication_year":2023,"publication_date":"2023-05-12","ids":{"openalex":"https://openalex.org/W4376270602","doi":"https://doi.org/10.5194/isprs-archives-xlviii-2-w3-2023-145-2023"},"language":"en","primary_location":{"id":"doi:10.5194/isprs-archives-xlviii-2-w3-2023-145-2023","doi":"https://doi.org/10.5194/isprs-archives-xlviii-2-w3-2023-145-2023","is_oa":true,"landing_page_url":"https://doi.org/10.5194/isprs-archives-xlviii-2-w3-2023-145-2023","pdf_url":"https://isprs-archives.copernicus.org/articles/XLVIII-2-W3-2023/145/2023/isprs-archives-XLVIII-2-W3-2023-145-2023.pdf","source":{"id":"https://openalex.org/S2737215817","display_name":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","issn_l":"1682-1750","issn":["1682-1750","1682-1777","2194-9034"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://isprs-archives.copernicus.org/articles/XLVIII-2-W3-2023/145/2023/isprs-archives-XLVIII-2-W3-2023-145-2023.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086916586","display_name":"Mikhail Yu. Kurbakov","orcid":"https://orcid.org/0000-0001-9767-923X","observed_orcids":["https://orcid.org/0000-0001-9767-923X"]},"institutions":[{"id":"https://openalex.org/I127366699","display_name":"Tula State University","ror":"https://ror.org/05shr3z13","country_code":"RU","type":"education","lineage":["https://openalex.org/I127366699"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"M. Y. Kurbakov","raw_affiliation_strings":["Laboratory of cognitive technologies and simulation systems, Tula State University, Lenine Ave. 92, Tula, Russia"],"raw_orcid":"https://orcid.org/0000-0001-9767-923X","affiliations":[{"raw_affiliation_string":"Laboratory of cognitive technologies and simulation systems, Tula State University, Lenine Ave. 92, Tula, Russia","institution_ids":["https://openalex.org/I127366699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061928060","display_name":"Valentina V. Sulimova","orcid":"https://orcid.org/0000-0001-9673-3863","observed_orcids":["https://orcid.org/0000-0001-9673-3863"]},"institutions":[{"id":"https://openalex.org/I127366699","display_name":"Tula State University","ror":"https://ror.org/05shr3z13","country_code":"RU","type":"education","lineage":["https://openalex.org/I127366699"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"V. V. Sulimova","raw_affiliation_strings":["Laboratory of cognitive technologies and simulation systems, Tula State University, Lenine Ave. 92, Tula, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of cognitive technologies and simulation systems, Tula State University, Lenine Ave. 92, Tula, Russia","institution_ids":["https://openalex.org/I127366699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I127366699"],"apc_list":null,"apc_paid":null,"fwci":0.3376,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5212766,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"XLVIII-2/W3-2023","issue":null,"first_page":"145","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.2969000041484833,"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":0.2969000041484833,"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/T12923","display_name":"Digital Image Processing Techniques","score":0.20649999380111694,"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"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.12430000305175781,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nanoparticle-detection","display_name":"nanoparticle detection","score":0.9990000128746033},{"id":"https://openalex.org/keywords/scanning-electron-microscopy-images","display_name":"scanning electron microscopy images","score":0.9369999766349792},{"id":"https://openalex.org/keywords/mpi","display_name":"MPI","score":0.5789999961853027},{"id":"https://openalex.org/keywords/python","display_name":"Python","score":0.3499999940395355},{"id":"https://openalex.org/keywords/speedup","display_name":"speedup","score":0.675000011920929},{"id":"https://openalex.org/keywords/image-processing","display_name":"image processing","score":0.5419999957084656}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.748943030834198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6618221402168274},{"id":"https://openalex.org/C26771246","wikidata":"https://www.wikidata.org/wiki/Q321095","display_name":"Scanning electron microscope","level":2,"score":0.5593205690383911},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5192108750343323},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.5041495561599731},{"id":"https://openalex.org/C155672457","wikidata":"https://www.wikidata.org/wiki/Q61231","display_name":"Nanoparticle","level":2,"score":0.47405382990837097},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.44639524817466736},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4286750257015228},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.40009909868240356},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37323758006095886},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.21466603875160217},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.18961119651794434},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1689034104347229},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1356499195098877},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08200135827064514},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06739991903305054},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5194/isprs-archives-xlviii-2-w3-2023-145-2023","doi":"https://doi.org/10.5194/isprs-archives-xlviii-2-w3-2023-145-2023","is_oa":true,"landing_page_url":"https://doi.org/10.5194/isprs-archives-xlviii-2-w3-2023-145-2023","pdf_url":"https://isprs-archives.copernicus.org/articles/XLVIII-2-W3-2023/145/2023/isprs-archives-XLVIII-2-W3-2023-145-2023.pdf","source":{"id":"https://openalex.org/S2737215817","display_name":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","issn_l":"1682-1750","issn":["1682-1750","1682-1777","2194-9034"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3e84b82c104e4645b745d6c7998c0a93","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/3e84b82c104e4645b745d6c7998c0a93","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XLVIII-2-W3-2023, Pp 145-150 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.5194/isprs-archives-xlviii-2-w3-2023-145-2023","doi":"https://doi.org/10.5194/isprs-archives-xlviii-2-w3-2023-145-2023","is_oa":true,"landing_page_url":"https://doi.org/10.5194/isprs-archives-xlviii-2-w3-2023-145-2023","pdf_url":"https://isprs-archives.copernicus.org/articles/XLVIII-2-W3-2023/145/2023/isprs-archives-XLVIII-2-W3-2023-145-2023.pdf","source":{"id":"https://openalex.org/S2737215817","display_name":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","issn_l":"1682-1750","issn":["1682-1750","1682-1777","2194-9034"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327494","display_name":"Ministry of Science and Higher Education of the Russian Federation","ror":null},{"id":"https://openalex.org/F4320329591","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4376270602.pdf","grobid_xml":"https://content.openalex.org/works/W4376270602.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W119443181","https://openalex.org/W1907873148","https://openalex.org/W2064931480","https://openalex.org/W2086059592","https://openalex.org/W2165412686","https://openalex.org/W2802558320","https://openalex.org/W2952207168","https://openalex.org/W2964301053","https://openalex.org/W3159069605","https://openalex.org/W3201514902","https://openalex.org/W4308391471","https://openalex.org/W4394432206","https://openalex.org/W6635048055"],"related_works":["https://openalex.org/W4386044432","https://openalex.org/W7159546578","https://openalex.org/W6922202002","https://openalex.org/W2525570417","https://openalex.org/W2400377339","https://openalex.org/W4406374170","https://openalex.org/W2603191359","https://openalex.org/W2976642235","https://openalex.org/W4237971431","https://openalex.org/W4308391471"],"abstract_inverted_index":{"Abstract.":[0],"In":[1,47],"our":[2],"previous":[3],"work,":[4],"an":[5],"exponential":[6],"approximation":[7],"(EA)":[8],"method":[9],"was":[10],"proposed":[11],"for":[12],"the":[13,25,64,71,79],"detection":[14,30],"of":[15,28,45,63],"nanoparticles":[16],"in":[17],"scanning":[18],"electron":[19],"microscope":[20],"(SEM)":[21],"images.":[22],"It":[23],"shows":[24],"best":[26],"quality":[27],"nanoparticle":[29],"compared":[31],"to":[32],"other":[33],"methods.":[34],"But":[35],"its":[36],"main":[37],"drawback":[38],"is":[39],"that":[40,70],"it":[41],"takes":[42],"a":[43,52,58],"lot":[44],"time.":[46],"this":[48],"paper,":[49],"we":[50],"propose":[51],"two-level":[53],"parallel":[54,73],"computing":[55],"scheme":[56],"and":[57],"corresponding":[59],"high-performance":[60],"python+MPI":[61],"implementation":[62,74],"EA":[65],"method.":[66],"Experiments":[67],"have":[68],"shown":[69],"developed":[72],"can":[75],"significantly":[76],"speed":[77],"up":[78],"computational":[80],"process.":[81]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2023-05-13T00:00:00"}