{"id":"https://openalex.org/W4401035040","doi":"https://doi.org/10.32604/cmc.2024.051709","title":"Improving the Effectiveness of Image Classification Structural Methods by Compressing the Description According to the Information Content Criterion","display_name":"Improving the Effectiveness of Image Classification Structural Methods by Compressing the Description According to the Information Content Criterion","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401035040","doi":"https://doi.org/10.32604/cmc.2024.051709"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2024.051709","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.051709","pdf_url":"https://file.techscience.com/files/cmc/2024/TSP_CMC-80-2/TSP_CMC_51709/TSP_CMC_51709.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://file.techscience.com/files/cmc/2024/TSP_CMC-80-2/TSP_CMC_51709/TSP_CMC_51709.pdf","any_repository_has_fulltext":false},"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":["Department of Computer Engineering and Information, College of Engineering in Wadi Alddawasir, Prince Sattam bin Abdulaziz University, Al-Kharj, 16273, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Information, College of Engineering in Wadi Alddawasir, Prince Sattam bin Abdulaziz University, Al-Kharj, 16273, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007841682","display_name":"Volodymyr Gorokhovatskyi","orcid":"https://orcid.org/0000-0002-7839-6223"},"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"]},{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Gorokhovatskyi","raw_affiliation_strings":["Department of Informatics, Kharkiv National University of Radio Electronics, Kharkiv, 61166, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Kharkiv National University of Radio Electronics, Kharkiv, 61166, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034631256","display_name":"Iryna Tvoroshenko","orcid":"https://orcid.org/0000-0002-7184-8143"},"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"]},{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Tvoroshenko","raw_affiliation_strings":["Department of Informatics, Kharkiv National University of Radio Electronics, Kharkiv, 61166, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Kharkiv National University of Radio Electronics, Kharkiv, 61166, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088218731","display_name":"Medien Zeghid","orcid":null},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]},{"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","TN"],"is_corresponding":false,"raw_author_name":"Medien Zeghid","raw_affiliation_strings":["Department of Computer Engineering and Information, College of Engineering in Wadi Alddawasir, Prince Sattam bin Abdulaziz University, Al-Kharj, 16273, Saudi Arabia","Electronics and Micro-Electronics Laboratory, Faculty of Sciences, University of Monastir, Monastir, 5000, Tunisia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Information, College of Engineering in Wadi Alddawasir, Prince Sattam bin Abdulaziz University, Al-Kharj, 16273, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]},{"raw_affiliation_string":"Electronics and Micro-Electronics Laboratory, Faculty of Sciences, University of Monastir, Monastir, 5000, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025790725"],"corresponding_institution_ids":["https://openalex.org/I142608572"],"apc_list":null,"apc_paid":null,"fwci":0.5263,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64460278,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"80","issue":"2","first_page":"3085","last_page":"3106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9835000038146973,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9835000038146973,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.983299970626831,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9441999793052673,"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/classifier","display_name":"Classifier (UML)","score":0.6170272827148438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5950118899345398},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5387824773788452},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4999878406524658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4944725036621094},{"id":"https://openalex.org/keywords/fabry\u2013p\u00e9rot-interferometer","display_name":"Fabry\u2013P\u00e9rot interferometer","score":0.4806995987892151},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.47483521699905396},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4448031187057495},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.42722636461257935},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3591698706150055},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35621634125709534}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6170272827148438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5950118899345398},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5387824773788452},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4999878406524658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4944725036621094},{"id":"https://openalex.org/C169268690","wikidata":"https://www.wikidata.org/wiki/Q1359945","display_name":"Fabry\u2013P\u00e9rot interferometer","level":3,"score":0.4806995987892151},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.47483521699905396},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4448031187057495},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.42722636461257935},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3591698706150055},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35621634125709534},{"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},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.0},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2024.051709","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.051709","pdf_url":"https://file.techscience.com/files/cmc/2024/TSP_CMC-80-2/TSP_CMC_51709/TSP_CMC_51709.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2024.051709","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.051709","pdf_url":"https://file.techscience.com/files/cmc/2024/TSP_CMC-80-2/TSP_CMC_51709/TSP_CMC_51709.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401035040.pdf"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W207758080","https://openalex.org/W1500895378","https://openalex.org/W1627400044","https://openalex.org/W1987740098","https://openalex.org/W2015563892","https://openalex.org/W2117228865","https://openalex.org/W2141584146","https://openalex.org/W2587327040","https://openalex.org/W2763213405","https://openalex.org/W2771048736","https://openalex.org/W2796455576","https://openalex.org/W2904763647","https://openalex.org/W2908969865","https://openalex.org/W2964196326","https://openalex.org/W2964298196","https://openalex.org/W2996569138","https://openalex.org/W3003301247","https://openalex.org/W3012102130","https://openalex.org/W3090444330","https://openalex.org/W3092022274","https://openalex.org/W3106661054","https://openalex.org/W3111376615","https://openalex.org/W3176919880","https://openalex.org/W3177961974","https://openalex.org/W3189426586","https://openalex.org/W3197377037","https://openalex.org/W3213557871","https://openalex.org/W4200624362","https://openalex.org/W4205762292","https://openalex.org/W4312500679","https://openalex.org/W4360842383","https://openalex.org/W4381678338","https://openalex.org/W4388500199","https://openalex.org/W4388642346","https://openalex.org/W4388931693","https://openalex.org/W4389143381","https://openalex.org/W4389180586","https://openalex.org/W6636759986","https://openalex.org/W6677308130","https://openalex.org/W6681435098","https://openalex.org/W6745942684","https://openalex.org/W6757241645","https://openalex.org/W6765925532","https://openalex.org/W6787450060","https://openalex.org/W6800376113","https://openalex.org/W6806518479","https://openalex.org/W6825900704","https://openalex.org/W6850341239","https://openalex.org/W6854197701"],"related_works":["https://openalex.org/W2354462865","https://openalex.org/W2065523387","https://openalex.org/W1979386281","https://openalex.org/W3177028888","https://openalex.org/W2791834687","https://openalex.org/W2034954964","https://openalex.org/W2096653810","https://openalex.org/W2083838758","https://openalex.org/W2014590992","https://openalex.org/W2083693493"],"abstract_inverted_index":{"The":[0,24,49,95,116,157,177,211,264,277],"research":[1],"aims":[2],"to":[3,51,74,90,110,260,272],"improve":[4],"the":[5,16,30,34,43,64,76,79,84,91,104,107,120,123,127,131,135,141,148,160,164,188,194,197,207,216,219,237,251,257,267,273,282,286,290],"performance":[6],"of":[7,18,21,32,36,46,60,97,106,122,126,134,140,159,163,172,185,193,199,202,209,214,221,240,247,266,275,279,288,294,303],"image":[8],"recognition":[9],"methods":[10,166],"based":[11,223],"on":[12,28,224],"a":[13,19,168,183,226,300],"description":[14,125,133],"in":[15,206,256,270],"form":[17],"set":[20,59,184],"keypoint":[22],"descriptors.":[23],"main":[25],"focus":[26],"is":[27,54,72,101,180,229],"increasing":[29],"speed":[31,265],"establishing":[33,147],"relevance":[35,121],"object":[37,129,151],"and":[38,113,153,191,204],"etalon":[39,65,80,99,189],"descriptions":[40,77,243,252],"while":[41],"maintaining":[42],"required":[44],"level":[45,302],"classification":[47,227,248],"efficiency.":[48],"class":[50],"be":[52],"recognized":[53,128],"represented":[55],"by":[56,66,82,103,253,281],"an":[57,98],"infinite":[58],"images":[61,171,186],"obtained":[62],"from":[63,187],"applying":[67],"arbitrary":[68],"geometric":[69,200],"transformations.":[70],"It":[71],"proposed":[73,165],"reduce":[75],"for":[78,146,167,218,296],"database":[81,169,190,195],"selecting":[83],"most":[85,291],"significant":[86,292],"descriptor":[87,100],"components":[88],"according":[89],"information":[92],"content":[93],"criterion.":[94],"informativeness":[96,283],"estimated":[102],"difference":[105],"closest":[108],"distances":[109],"its":[111],"own":[112],"other":[114],"descriptions.":[115],"developed":[117],"method":[118],"determines":[119],"full":[124,245],"with":[130,143,196,244],"reduced":[132],"etalons.":[136],"Several":[137],"practical":[138,212,238],"models":[139],"classifier":[142],"different":[144],"options":[145],"correspondence":[149],"between":[150],"descriptors":[152],"etalons":[154],"are":[155,175],"considered.":[156],"results":[158],"experimental":[161],"modeling":[162],"including":[170],"museum":[173],"jewelry":[174],"presented.":[176],"test":[178],"sample":[179],"formed":[181],"as":[182],"out":[192],"application":[198],"transformations":[201],"scale":[203],"rotation":[205],"field":[208],"view.":[210],"problems":[213],"determining":[215],"threshold":[217],"number":[220],"votes,":[222],"which":[225,298],"decision":[228],"made,":[230],"have":[231],"been":[232],"researched.":[233],"Modeling":[234],"has":[235],"revealed":[236],"possibility":[239,287],"tenfold":[241],"reducing":[242],"preservation":[246],"accuracy.":[249,263,304],"Reducing":[250],"twenty":[254],"times":[255],"experiment":[258],"leads":[259],"slightly":[261],"decreased":[262],"analysis":[268],"increases":[269],"proportion":[271],"degree":[274],"reduction.":[276],"use":[278],"reduction":[280],"criterion":[284],"confirmed":[285],"obtaining":[289],"subset":[293],"features":[295],"classification,":[297],"guarantees":[299],"decent":[301]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
