{"id":"https://openalex.org/W3176919880","doi":"https://doi.org/10.1109/access.2021.3093457","title":"Methods of Classification of Images on the Basis of the Values of Statistical Distributions for the Composition of Structural Description Components","display_name":"Methods of Classification of Images on the Basis of the Values of Statistical Distributions for the Composition of Structural Description Components","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3176919880","doi":"https://doi.org/10.1109/access.2021.3093457","mag":"3176919880"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3093457","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3093457","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09467364.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09467364.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025790725","display_name":"Yousef Ibrahim Daradkeh","orcid":"https://orcid.org/0000-0002-9209-0626"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Yousef Ibrahim Daradkeh","raw_affiliation_strings":["College of Engineering at Wadi Addawasir, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","Department of Computer Engineering and Networks, College of Engineering at Wadi Addawasir, Prince Sattam Bin Abdulaziz University, Al Kharj, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering at Wadi Addawasir, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]},{"raw_affiliation_string":"Department of Computer Engineering and Networks, College of Engineering at Wadi Addawasir, Prince Sattam Bin Abdulaziz University, Al Kharj, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007841682","display_name":"Volodymyr Gorokhovatskyi","orcid":null},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Gorokhovatskyi","raw_affiliation_strings":["Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-7839-6223","affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034631256","display_name":"Iryna Tvoroshenko","orcid":null},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Tvoroshenko","raw_affiliation_strings":["Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-7184-8143","affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045015034","display_name":"Svitlana Gadetska","orcid":"https://orcid.org/0000-0002-9125-2363"},"institutions":[{"id":"https://openalex.org/I24798489","display_name":"Kharkiv National Automobile and Highway University","ror":"https://ror.org/01b62sk68","country_code":"UA","type":"education","lineage":["https://openalex.org/I24798489"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Svitlana Gadetska","raw_affiliation_strings":["Kharkiv National Automobile and Highway University, Kharkiv, Ukraine","Department of Higher Mathematics, Kharkiv National Automobile and Highway University, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kharkiv National Automobile and Highway University, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I24798489"]},{"raw_affiliation_string":"Department of Higher Mathematics, Kharkiv National Automobile and Highway University, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I24798489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068864964","display_name":"Mujahed Al\u2010Dhaifallah","orcid":"https://orcid.org/0000-0002-8441-2146"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mujahed Al-Dhaifallah","raw_affiliation_strings":["King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia","Systems Engineering Department , King Fahd University of Petroleum & Minerals , Dhahran, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-8441-2146","affiliations":[{"raw_affiliation_string":"King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]},{"raw_affiliation_string":"Systems Engineering Department , King Fahd University of Petroleum & Minerals , Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025790725"],"corresponding_institution_ids":["https://openalex.org/I142608572"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.2746,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.89272144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"92964","last_page":"92973"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9437999725341797,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9437999725341797,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6522210836410522},{"id":"https://openalex.org/keywords/fabry\u2013p\u00e9rot-interferometer","display_name":"Fabry\u2013P\u00e9rot interferometer","score":0.6164315342903137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6102849245071411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5401896238327026},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.532669186592102},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.5056579113006592},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49670106172561646},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4941704571247101},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43694815039634705},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.41940873861312866},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3632673919200897},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3450279235839844},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.092783123254776}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6522210836410522},{"id":"https://openalex.org/C169268690","wikidata":"https://www.wikidata.org/wiki/Q1359945","display_name":"Fabry\u2013P\u00e9rot interferometer","level":3,"score":0.6164315342903137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6102849245071411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5401896238327026},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.532669186592102},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.5056579113006592},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49670106172561646},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4941704571247101},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43694815039634705},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41940873861312866},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3632673919200897},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3450279235839844},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.092783123254776},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3093457","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3093457","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09467364.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:13cb02b671e04a7386075fbb46f489be","is_oa":true,"landing_page_url":"https://doaj.org/article/13cb02b671e04a7386075fbb46f489be","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 92964-92973 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3093457","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3093457","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09467364.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3176919880.pdf","grobid_xml":"https://content.openalex.org/works/W3176919880.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W69724053","https://openalex.org/W1507365645","https://openalex.org/W1565763799","https://openalex.org/W1688143822","https://openalex.org/W2015563892","https://openalex.org/W2068562306","https://openalex.org/W2080171500","https://openalex.org/W2117228865","https://openalex.org/W2177424816","https://openalex.org/W2576786845","https://openalex.org/W2594439983","https://openalex.org/W2734777238","https://openalex.org/W2749224737","https://openalex.org/W2763213405","https://openalex.org/W2791102579","https://openalex.org/W2807437587","https://openalex.org/W2901384204","https://openalex.org/W2914464780","https://openalex.org/W2963010714","https://openalex.org/W2989421085","https://openalex.org/W3027641041","https://openalex.org/W3033167938","https://openalex.org/W3080659121","https://openalex.org/W3090141791","https://openalex.org/W3090444330","https://openalex.org/W3091187254","https://openalex.org/W3091660421","https://openalex.org/W3092022274","https://openalex.org/W3106661054","https://openalex.org/W3109999948","https://openalex.org/W3117740932","https://openalex.org/W3119518708","https://openalex.org/W4234938119","https://openalex.org/W4244218087","https://openalex.org/W4288309336","https://openalex.org/W6637327964","https://openalex.org/W6745272545","https://openalex.org/W6778416441","https://openalex.org/W6806518479"],"related_works":["https://openalex.org/W2354462865","https://openalex.org/W2065523387","https://openalex.org/W2034954964","https://openalex.org/W2994973221","https://openalex.org/W1979386281","https://openalex.org/W2096653810","https://openalex.org/W3177028888","https://openalex.org/W2083838758","https://openalex.org/W2032484262","https://openalex.org/W2154419641"],"abstract_inverted_index":{"The":[0,12,29,47,107,127,167,210,277],"article":[1],"considers":[2],"the":[3,15,18,36,42,59,62,67,71,74,81,84,98,103,110,115,120,124,131,134,146,153,175,184,188,194,200,204,220,224,227,230,244,247,253,257,260,270,275,285,289],"problem":[4],"of":[5,14,17,38,44,54,61,64,73,86,100,102,112,123,130,133,139,141,145,148,155,157,169,206,212,226,229,256,279,288],"image":[6,21,218,299],"recognition":[7],"in":[8,97,137,199,239],"computer":[9],"vision":[10],"systems.":[11],"results":[13,154],"development":[16],"method":[19,31,176,262],"for":[20,41,50,70,79,109,174,222,259,269,297],"classification,":[22],"using":[23],"a":[24,51],"structural":[25],"approach,":[26,190],"are":[27,105,164,191,237],"presented.":[28],"classification":[30,150],"is":[32,56,117,263,282],"based":[33,57,160],"on":[34,58,83,161,243],"calculating":[35,223],"values":[37,168],"statistical":[39],"distributions":[40],"set":[43,53,111,205],"description":[45],"descriptors.":[46],"distribution":[48],"vector":[49],"fixed":[52],"classes":[55],"calculation":[60],"degree":[63,99],"similarity":[65],"with":[66],"integral":[68],"characteristics":[69],"descriptions":[72],"etalon":[75,89,116,125],"base.":[76],"Two":[77],"options":[78],"constructing":[80],"classifier":[82],"principles":[85],"object":[87,91,177],"\u2013":[88,93,179],"and":[90,143,171,246,292],"descriptor":[92,178],"etalon,":[94,180],"which":[95,181],"differ":[96],"integration":[101],"solution,":[104],"proposed.":[106],"median":[108],"vectors":[113],"describing":[114],"used":[118,238],"as":[119,232,234],"aggregate":[121],"characteristic":[122],"descriptions.":[126],"experimental":[128],"evaluation":[129,144],"effectiveness":[132,296],"developed":[135,261,290],"classifiers":[136],"terms":[138],"verification":[140],"performance":[142],"probability":[147],"correct":[149],"according":[151],"to":[152,283],"processing":[156,254],"applied":[158,295],"images":[159,258],"three":[162],"etalons":[163,207],"carried":[165],"out.":[166],"precision":[170],"completeness":[172],"indicators":[173],"has":[182],"demonstrated":[183],"significant":[185],"advantage":[186],"over":[187],"integrated":[189],"given.":[192],"At":[193],"same":[195],"time,":[196],"both":[197],"proposed":[198],"experiment":[201],"methods":[202,211,291],"classify":[203],"without":[208,273],"error.":[209],"mathematical":[213],"statistics,":[214],"intellectual":[215],"data":[216],"analysis,":[217],"recognition,":[219],"apparatus":[221],"relevance":[225],"system":[228],"features,":[231],"well":[233],"simulation":[235],"modelling,":[236],"this":[240],"research.":[241],"Based":[242],"study":[245,284],"experiment,":[248],"it":[249],"was":[250],"found":[251],"that":[252],"time":[255],"approximately":[264],"7":[265],"times":[266],"less":[267],"than":[268],"traditional":[271],"method,":[272],"reducing":[274],"accuracy.":[276],"perspective":[278],"further":[280],"research":[281],"interference":[286],"immunity":[287],"evaluate":[293],"their":[294],"three-dimensional":[298],"collections.":[300]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}