{"id":"https://openalex.org/W4400113650","doi":"https://doi.org/10.1109/mipro60963.2024.10569185","title":"Selecting Symbols for Object Marking in Computer Vision Tasks","display_name":"Selecting Symbols for Object Marking in Computer Vision Tasks","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4400113650","doi":"https://doi.org/10.1109/mipro60963.2024.10569185"},"language":"en","primary_location":{"id":"doi:10.1109/mipro60963.2024.10569185","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mipro60963.2024.10569185","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/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":true,"raw_author_name":"Sead Delali\u0107","raw_affiliation_strings":["University of Sarajevo,Faculty of Science,Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Science,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099635484","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,Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Science,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","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":false,"raw_author_name":"Elmedin Selmanovi\u0107","raw_affiliation_strings":["University of Sarajevo,Faculty of Science,Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Science,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099635485","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,Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Science,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002979024","display_name":"Esad Kadu\u0161i\u0107","orcid":"https://orcid.org/0000-0002-0083-1387"},"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":"Esad Kadu\u0161i\u0107","raw_affiliation_strings":["University of Sarajevo,Faculty of Educational Sciences,Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Educational Sciences,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016897347"],"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":0.08856282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"48","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9970999956130981,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9970999956130981,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.996999979019165,"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.764075756072998},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.604907751083374},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5701869130134583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5343356132507324},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4476461112499237},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37925851345062256}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.764075756072998},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.604907751083374},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5701869130134583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5343356132507324},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4476461112499237},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37925851345062256}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mipro60963.2024.10569185","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mipro60963.2024.10569185","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W289255317","https://openalex.org/W639708223","https://openalex.org/W796745490","https://openalex.org/W1827297289","https://openalex.org/W1980097476","https://openalex.org/W1994349244","https://openalex.org/W2010491620","https://openalex.org/W2033115016","https://openalex.org/W2132461991","https://openalex.org/W2151624311","https://openalex.org/W2193145675","https://openalex.org/W2557728737","https://openalex.org/W2605402628","https://openalex.org/W2736374352","https://openalex.org/W2963150697","https://openalex.org/W2996367417","https://openalex.org/W3004285782","https://openalex.org/W3011687409","https://openalex.org/W3106250896","https://openalex.org/W3109665586","https://openalex.org/W3118212025","https://openalex.org/W3126960955","https://openalex.org/W3132920518","https://openalex.org/W3173343164","https://openalex.org/W4248099860","https://openalex.org/W4285104169","https://openalex.org/W4295068921","https://openalex.org/W4390638513","https://openalex.org/W6620707391","https://openalex.org/W6638685980"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","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":{"Deep":[0],"learning":[1],"techniques":[2],"in":[3,69,163,182],"computer":[4],"vision":[5],"(CV)":[6],"tasks":[7],"such":[8],"as":[9,41],"object":[10],"detection,":[11],"classification,":[12],"and":[13,56,72,115,137,172,195],"tracking":[14,40,122],"can":[15,30,185],"be":[16,75,187],"facilitated":[17],"using":[18],"predefined":[19],"markers":[20,25,47,95],"on":[21,96,111],"those":[22],"objects.":[23],"Selecting":[24],"is":[26],"an":[27],"objective":[28],"that":[29,151,160],"potentially":[31],"affect":[32],"the":[33,36,42,60,70,79,88,97,135,142,149,152,155,169,173,179],"performance":[34],"of":[35,62,81,90,175,193],"algorithms":[37],"used":[38],"for":[39,93,120],"algorithm":[43],"might":[44],"swap":[45],"similar":[46],"more":[48,53],"frequently":[49],"and,":[50],"therefore,":[51],"require":[52],"training":[54,57],"data":[55],"time.":[58],"Still,":[59],"issue":[61],"marker":[63],"selection":[64,92,119,171,174],"has":[65],"not":[66],"been":[67],"explored":[68],"literature":[71],"seems":[73],"to":[74,132,147,189],"glossed":[76],"over":[77,104],"throughout":[78],"process":[80],"designing":[82],"CV":[83],"solutions.":[84],"This":[85],"research":[86],"considered":[87],"effects":[89],"symbol":[91],"2D-printed":[94],"neural":[98,128,197],"network\u2019s":[99],"performance.":[100],"The":[101,157],"study":[102],"assessed":[103],"250":[105],"ALT":[106],"code":[107],"symbols":[108,136,150,162,194],"readily":[109],"available":[110],"most":[112],"consumer":[113],"PCs":[114],"provided":[116],"a":[117,127,190],"go-to":[118],"effectively":[121],"n-objects.":[123],"To":[124],"this":[125,164,183],"end,":[126],"network":[129,153,198],"was":[130,145],"trained":[131],"classify":[133],"all":[134],"their":[138],"augmentations,":[139],"after":[140],"which":[141],"confusion":[143],"matrix":[144],"analysed":[146],"extract":[148],"distinguished":[154],"most.":[156],"results":[158],"showed":[159],"selecting":[161],"way":[165],"performed":[166],"better":[167],"than":[168],"random":[170],"common":[176],"symbols.":[177],"Furthermore,":[178],"methodology":[180],"presented":[181],"paper":[184],"easily":[186],"applied":[188],"different":[191,196],"set":[192],"architectures.":[199]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}