{"id":"https://openalex.org/W3016640984","doi":"https://doi.org/10.5555/3204979.3205007","title":"Comparison of squeezed convolutional neural network models for eyeglasses detection in mobile environment","display_name":"Comparison of squeezed convolutional neural network models for eyeglasses detection in mobile environment","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W3016640984","doi":"https://doi.org/10.5555/3204979.3205007","mag":"3016640984"},"language":"en","primary_location":{"id":"mag:3016640984","is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?id=3205007","pdf_url":null,"source":{"id":"https://openalex.org/S56112914","display_name":"Journal of computing sciences in colleges","issn_l":"1937-4763","issn":["1937-4763","1937-4771"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4361727485","host_organization_name":"Consortium for Computing Sciences in Colleges","host_organization_lineage":["https://openalex.org/P4361727485"],"host_organization_lineage_names":["Consortium for Computing Sciences in Colleges"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of computing sciences in colleges","raw_type":null},"type":"article","indexed_in":[],"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/A5072058317","display_name":"Ahmad Saeed Mohammad","orcid":"https://orcid.org/0000-0001-6141-2605"},"institutions":[{"id":"https://openalex.org/I15873915","display_name":"Mustansiriyah University","ror":"https://ror.org/05s04wy35","country_code":"IQ","type":"education","lineage":["https://openalex.org/I15873915"]},{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["IQ","US"],"is_corresponding":true,"raw_author_name":"Ahmad Saeed Mohammad","raw_affiliation_strings":["University of Missouri-Kansas City and Mustansiriyah University, Baghdad, Iraq#TAB#"],"raw_orcid":"https://orcid.org/0000-0001-6141-2605","affiliations":[{"raw_affiliation_string":"University of Missouri-Kansas City and Mustansiriyah University, Baghdad, Iraq#TAB#","institution_ids":["https://openalex.org/I15873915","https://openalex.org/I75421653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081904333","display_name":"Ajita Rattani","orcid":"https://orcid.org/0000-0002-1541-8202"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ajita Rattani","raw_affiliation_strings":["University of Missouri Kansas City,"],"raw_orcid":"https://orcid.org/0000-0002-1541-8202","affiliations":[{"raw_affiliation_string":"University of Missouri Kansas City,","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103133910","display_name":"Reza Derakhshani","orcid":"https://orcid.org/0000-0002-2351-1730"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Reza Derakhshani","raw_affiliation_strings":["University of Missouri Kansas City,"],"raw_orcid":"https://orcid.org/0000-0002-2351-1730","affiliations":[{"raw_affiliation_string":"University of Missouri Kansas City,","institution_ids":["https://openalex.org/I75421653"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072058317"],"corresponding_institution_ids":["https://openalex.org/I15873915","https://openalex.org/I75421653"],"apc_list":null,"apc_paid":null,"fwci":1.0791,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.7949507,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"33","issue":"5","first_page":"136","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12599","display_name":"Retinal and Optic Conditions","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7992558479309082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7795090675354004},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.761979341506958},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.7603033781051636},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6925591230392456},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6770904660224915},{"id":"https://openalex.org/keywords/shadow","display_name":"Shadow (psychology)","score":0.6615360379219055},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.4351988434791565},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35619056224823},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06370317935943604}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7992558479309082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7795090675354004},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.761979341506958},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.7603033781051636},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6925591230392456},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6770904660224915},{"id":"https://openalex.org/C117797892","wikidata":"https://www.wikidata.org/wiki/Q286363","display_name":"Shadow (psychology)","level":2,"score":0.6615360379219055},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.4351988434791565},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35619056224823},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06370317935943604},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3016640984","is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?id=3205007","pdf_url":null,"source":{"id":"https://openalex.org/S56112914","display_name":"Journal of computing sciences in colleges","issn_l":"1937-4763","issn":["1937-4763","1937-4771"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4361727485","host_organization_name":"Consortium for Computing Sciences in Colleges","host_organization_lineage":["https://openalex.org/P4361727485"],"host_organization_lineage_names":["Consortium for Computing Sciences in Colleges"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of computing sciences in colleges","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1770157162","https://openalex.org/W1983811091","https://openalex.org/W2108339842","https://openalex.org/W2115252128","https://openalex.org/W2138360363","https://openalex.org/W2152690956","https://openalex.org/W2166774706","https://openalex.org/W2183330695","https://openalex.org/W2198236780","https://openalex.org/W2510901370","https://openalex.org/W2600223608","https://openalex.org/W2621721028","https://openalex.org/W2734408173"],"related_works":["https://openalex.org/W2984372566","https://openalex.org/W2849462318","https://openalex.org/W3002039330","https://openalex.org/W2770831495","https://openalex.org/W2912852091","https://openalex.org/W2780979807","https://openalex.org/W2967357898","https://openalex.org/W3093729036","https://openalex.org/W2815826341","https://openalex.org/W2866276607","https://openalex.org/W2832848333","https://openalex.org/W2921479911","https://openalex.org/W2613543175","https://openalex.org/W2921552556","https://openalex.org/W3145079946","https://openalex.org/W2957054609","https://openalex.org/W3017801031","https://openalex.org/W2974945141","https://openalex.org/W3127887096","https://openalex.org/W2894400023"],"abstract_inverted_index":{"Eyeglasses":[0],"detection":[1,37],"represents":[2],"an":[3,68],"important":[4],"step":[5],"for":[6,15,34,73],"glasses":[7,22],"removal.":[8],"In":[9],"addition,":[10],"eyeglasses":[11,35],"cause":[12],"real":[13],"problems":[14],"ocular":[16,61],"and":[17,25,59],"facial":[18],"recognition":[19],"due":[20],"to":[21],"reflection,":[23],"shadow,":[24],"frame":[26,36],"occlusion.":[27],"This":[28],"paper":[29],"describes":[30],"a":[31],"comparative":[32],"study":[33],"using":[38],"different":[39,51],"convolutional":[40],"Neural":[41],"Network":[42],"(CNN)":[43],"structures":[44],"that":[45],"have":[46],"been":[47],"applied":[48],"on":[49],"two":[50],"regions":[52],"of":[53,71,76],"interest":[54],"(ROI),":[55],"namely,":[56],"Frame":[57,77],"Bridge":[58],"extended":[60],"region.":[62],"The":[63],"best":[64],"CNN":[65],"model":[66],"obtained":[67],"overall":[69],"accuracy":[70],"99.96%":[72],"ROI":[74],"consisting":[75],"Bridge.":[78]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}