{"id":"https://openalex.org/W4400113606","doi":"https://doi.org/10.1109/mipro60963.2024.10569478","title":"Neural Network Impact on Marker Performance in Computer Vision Tasks","display_name":"Neural Network Impact on Marker Performance in Computer Vision Tasks","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4400113606","doi":"https://doi.org/10.1109/mipro60963.2024.10569478"},"language":"en","primary_location":{"id":"doi:10.1109/mipro60963.2024.10569478","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mipro60963.2024.10569478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"},"type":"article","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/A5030349012","display_name":"Elmedin Selmanovi\u0107","orcid":"https://orcid.org/0000-0003-4245-3588"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":true,"raw_author_name":"Elmedin Selmanovi\u0107","raw_affiliation_strings":["University of Sarajevo,Faculty of Science,Department of Mathematics and Computer Science,Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Science,Department of Mathematics and Computer Science,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099635423","display_name":"Emin Mulaimovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Emin Mulaimovi\u0107","raw_affiliation_strings":["University of Sarajevo,Faculty of Science,Department of Mathematics and Computer Science,Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Science,Department of Mathematics and Computer Science,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016897347","display_name":"Sead Delali\u0107","orcid":"https://orcid.org/0000-0002-3720-191X"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Sead Delali\u0107","raw_affiliation_strings":["University of Sarajevo,Faculty of Science,Department of Mathematics and Computer Science,Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Science,Department of Mathematics and Computer Science,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099635424","display_name":"Zinedin Kadri\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Zinedin Kadri\u0107","raw_affiliation_strings":["University of Sarajevo,Faculty of Science,Department of Mathematics and Computer Science,Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Science,Department of Mathematics and Computer Science,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069824039","display_name":"Zenan \u0160abanac","orcid":"https://orcid.org/0000-0001-8122-496X"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Zenan \u0160abanac","raw_affiliation_strings":["University of Sarajevo,Faculty of Science,Department of Mathematics and Computer Science,Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Science,Department of Mathematics and Computer Science,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030349012"],"corresponding_institution_ids":["https://openalex.org/I104817121"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07481325,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"54","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.14550000429153442,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.14550000429153442,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.1454000025987625,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.13770000636577606,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.711127519607544},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5755521059036255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45226046442985535},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.353350430727005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.711127519607544},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5755521059036255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45226046442985535},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.353350430727005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mipro60963.2024.10569478","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mipro60963.2024.10569478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W796745490","https://openalex.org/W1480782870","https://openalex.org/W1493632016","https://openalex.org/W1686810756","https://openalex.org/W1982160761","https://openalex.org/W1989883122","https://openalex.org/W2005825070","https://openalex.org/W2072435510","https://openalex.org/W2081776371","https://openalex.org/W2103894593","https://openalex.org/W2107878631","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2318802957","https://openalex.org/W2555734982","https://openalex.org/W2610710309","https://openalex.org/W2613995098","https://openalex.org/W2736374352","https://openalex.org/W2738029666","https://openalex.org/W2905090914","https://openalex.org/W2906424845","https://openalex.org/W2921825282","https://openalex.org/W2963150697","https://openalex.org/W2971438638","https://openalex.org/W2973821869","https://openalex.org/W2979617155","https://openalex.org/W2982691021","https://openalex.org/W3001007330","https://openalex.org/W3012393889","https://openalex.org/W3096265120","https://openalex.org/W3106250896","https://openalex.org/W3107727158","https://openalex.org/W3108183677","https://openalex.org/W3118212025","https://openalex.org/W3129469040","https://openalex.org/W3145270441","https://openalex.org/W3162524694","https://openalex.org/W4210598935","https://openalex.org/W4246193833","https://openalex.org/W4297775537","https://openalex.org/W4306728559","https://openalex.org/W4311765013","https://openalex.org/W4321243483","https://openalex.org/W4353100235","https://openalex.org/W4390638513","https://openalex.org/W6620707391","https://openalex.org/W6637373629","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Many":[0],"deep-learning":[1],"computer":[2],"vision":[3],"systems":[4],"analyse":[5],"objects":[6,21],"not":[7,93],"previously":[8],"observed":[9],"by":[10,72],"the":[11,20,38,45,48,73,88,96,108,118,140,145,156,165],"system.":[12],"However,":[13],"such":[14,85],"tasks":[15],"can":[16,43],"be":[17,169],"simplified":[18],"if":[19,95],"are":[22],"marked":[23],"beforehand.":[24],"A":[25],"straightforward":[26],"method":[27],"for":[28,99],"marking":[29],"is":[30,65,92,116],"printing":[31],"2D":[32],"symbols":[33,42,53,70,97,130],"and":[34,59,90,128,144,152],"attaching":[35],"them":[36],"to":[37,67,83],"objects.":[39],"Selecting":[40],"these":[41],"affect":[44],"performance":[46],"of":[47,125,158],"CV":[49],"system,":[50],"as":[51,105],"similar":[52],"may":[54],"require":[55],"extended":[56],"training":[57,62,142,147],"time":[58],"a":[60],"larger":[61],"dataset.":[63],"It":[64],"possible":[66],"find":[68],"good":[69],"differentiated":[71],"given":[74,139],"neural":[75,134],"network":[76,101,137],"easily.":[77],"Still,":[78],"there":[79],"were":[80,131,150],"no":[81],"efforts":[82],"generalise":[84],"findings":[86],"in":[87,107],"literature,":[89],"it":[91],"known":[94],"optimal":[98],"one":[100],"would":[102],"work":[103],"just":[104],"well":[106],"other.":[109],"We":[110],"explored":[111],"how":[112],"transferable":[113],"symbol":[114,166],"selection":[115,167],"between":[117,171],"networks.":[119,135],"To":[120],"this":[121],"end,":[122],"30":[123],"sets":[124],"randomly":[126],"selected":[127],"augmented":[129],"classified":[132],"by-five":[133],"Each":[136],"was":[138],"same":[141,146],"dataset":[143],"time.":[148],"Results":[149],"ranked":[151],"compared,":[153],"which":[154,160],"allowed":[155],"identification":[157],"networks":[159],"performed":[161],"similarly":[162],"so":[163],"that":[164],"could":[168],"generalised":[170],"them.":[172]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
