{"id":"https://openalex.org/W4220933059","doi":"https://doi.org/10.1109/icce53296.2022.9730775","title":"Distinct Feature Labeling Methods for SVM-Based AMD Automated Detector on 3D OCT Volumes","display_name":"Distinct Feature Labeling Methods for SVM-Based AMD Automated Detector on 3D OCT Volumes","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4220933059","doi":"https://doi.org/10.1109/icce53296.2022.9730775"},"language":"en","primary_location":{"id":"doi:10.1109/icce53296.2022.9730775","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730775","pdf_url":null,"source":{"id":"https://openalex.org/S4363608007","display_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","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/A5055901253","display_name":"Yao-Wen Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yao-Wen Yu","raw_affiliation_strings":["Yuan Ze University,Department of Electrical Engineering,Taoyuan City,Taiwan 320, R.O.C","Department of Electrical Engineering, Yuan Ze University, Taoyuan City, Taiwan 320, R.O.C"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Department of Electrical Engineering,Taoyuan City,Taiwan 320, R.O.C","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical Engineering, Yuan Ze University, Taoyuan City, Taiwan 320, R.O.C","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070260848","display_name":"Cheng-Hung Lin","orcid":"https://orcid.org/0000-0001-8373-2271"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Hung Lin","raw_affiliation_strings":["Yuan Ze University,Department of Electrical Engineering,Taoyuan City,Taiwan 320, R.O.C","Biomedical Engineering Research Center, Yuan Ze University, Taoyuan City, Taiwan 320, R.O.C","Department of Electrical Engineering, Yuan Ze University, Taoyuan City, Taiwan 320, R.O.C"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Department of Electrical Engineering,Taoyuan City,Taiwan 320, R.O.C","institution_ids":[]},{"raw_affiliation_string":"Biomedical Engineering Research Center, Yuan Ze University, Taoyuan City, Taiwan 320, R.O.C","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Electrical Engineering, Yuan Ze University, Taoyuan City, Taiwan 320, R.O.C","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025498944","display_name":"Cheng\u2010Kai Lu","orcid":"https://orcid.org/0000-0002-5819-0754"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Cheng-Kai Lu","raw_affiliation_strings":["Universiti Teknologi,Department of Electrical and Electronic, Engineering,PETRONAS,Malaysia,32610"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi,Department of Electrical and Electronic, Engineering,PETRONAS,Malaysia,32610","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101761598","display_name":"Jia-Kang Wang","orcid":"https://orcid.org/0000-0003-3157-3613"},"institutions":[{"id":"https://openalex.org/I4210102996","display_name":"Far Eastern Memorial Hospital","ror":"https://ror.org/019tq3436","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210102996"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Kang Wang","raw_affiliation_strings":["Yuan Ze University,Department of Electrical Engineering,Taoyuan City,Taiwan 320, R.O.C","Department of Ophthalmology, Far Eastern Memorial Hospital, New Taipei City, Taiwan 220, R.O.C","Department of Electrical Engineering, Yuan Ze University, Taoyuan City, Taiwan 320, R.O.C"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Department of Electrical Engineering,Taoyuan City,Taiwan 320, R.O.C","institution_ids":[]},{"raw_affiliation_string":"Department of Ophthalmology, Far Eastern Memorial Hospital, New Taipei City, Taiwan 220, R.O.C","institution_ids":["https://openalex.org/I4210102996"]},{"raw_affiliation_string":"Department of Electrical Engineering, Yuan Ze University, Taoyuan City, Taiwan 320, R.O.C","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086500404","display_name":"Tzu\u2010Lun Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102996","display_name":"Far Eastern Memorial Hospital","ror":"https://ror.org/019tq3436","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210102996"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzu-Lun Huang","raw_affiliation_strings":["Yuan Ze University,Department of Electrical Engineering,Taoyuan City,Taiwan 320, R.O.C","Department of Electrical Engineering, Yuan Ze University, Taoyuan City, Taiwan 320, R.O.C","Department of Ophthalmology, Far Eastern Memorial Hospital, New Taipei City, Taiwan 220, R.O.C"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Department of Electrical Engineering,Taoyuan City,Taiwan 320, R.O.C","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical Engineering, Yuan Ze University, Taoyuan City, Taiwan 320, R.O.C","institution_ids":[]},{"raw_affiliation_string":"Department of Ophthalmology, Far Eastern Memorial Hospital, New Taipei City, Taiwan 220, R.O.C","institution_ids":["https://openalex.org/I4210102996"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055901253"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6705,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66502021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9990000128746033,"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":0.9990000128746033,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9926999807357788,"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/support-vector-machine","display_name":"Support vector machine","score":0.7401688694953918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7017605900764465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6527117490768433},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.598540186882019},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.596792995929718},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5328296422958374},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5018212795257568},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38803452253341675}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7401688694953918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7017605900764465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6527117490768433},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.598540186882019},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.596792995929718},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5328296422958374},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5018212795257568},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38803452253341675},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce53296.2022.9730775","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730775","pdf_url":null,"source":{"id":"https://openalex.org/S4363608007","display_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3779276606","display_name":null,"funder_award_id":"MOST 108-2221-E-155-046,MOST 109-2221-E-155-006","funder_id":"https://openalex.org/F4320309618","funder_display_name":"Ministry of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1978478291","https://openalex.org/W1981468861","https://openalex.org/W1999641871","https://openalex.org/W2001080026","https://openalex.org/W2013754472","https://openalex.org/W2163352848","https://openalex.org/W2398476265","https://openalex.org/W2546844354","https://openalex.org/W2570893893","https://openalex.org/W2621748147","https://openalex.org/W2771644115","https://openalex.org/W2902913580","https://openalex.org/W2965950535","https://openalex.org/W3047587817","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2131735617","https://openalex.org/W2373006798","https://openalex.org/W2056912418","https://openalex.org/W2123759770","https://openalex.org/W2151520854","https://openalex.org/W2033213769","https://openalex.org/W4312376745","https://openalex.org/W2136016640","https://openalex.org/W2082269393"],"abstract_inverted_index":{"Today&#x0027;s":[0],"automated":[1,83],"detectors":[2],"of":[3,26,37,88,94,108,146,155],"Age-related":[4],"macular":[5],"degeneration":[6],"(AMD)":[7],"on":[8],"optical":[9],"coherence":[10],"tomography":[11],"(OCT)":[12],"volumes":[13],"using":[14],"the":[15,24,46,51,58,80,86,92,99,112,123,131,134,137,153,160],"support":[16],"vector":[17],"machine":[18],"(SVM)":[19],"are":[20,55,69],"widely":[21],"researched":[22],"in":[23,62,71,91,111,122,130,152],"field":[25],"ophthalmology.":[27],"Additionally,":[28],"an":[29],"OCT":[30,39,60],"volume":[31,61],"is":[32],"three-dimensional":[33],"(3D)":[34],"data":[35,124],"composed":[36],"several":[38,106],"images.":[40],"Therefore,":[41],"two":[42,66],"feature":[43,109],"labeling":[44,48,53,67,139,162],"methods,":[45],"slice-chain":[47],"method":[49,140],"and":[50,85,117],"slice-threshold":[52,138,161],"method,":[54],"investigated":[56],"for":[57,79],"3D":[59],"this":[63,72],"paper.":[64],"The":[65],"methods":[68],"evaluated":[70],"paper":[73],"because":[74],"they":[75],"influence":[76],"detection":[77,144],"accuracy":[78,145],"SVM-based":[81],"AMD":[82],"detector":[84],"number":[87],"features":[89,150],"stored":[90,129],"memory":[93,154],"SVM":[95,156],"hardware.":[96],"According":[97],"to":[98,127],"quantization":[100],"analysis,":[101],"we":[102],"can":[103],"easily":[104],"compare":[105],"types":[107],"extraction":[110],"local":[113],"binary":[114],"patterns":[115,120],"(LBP)":[116],"linear":[118],"configuration":[119],"(LCP)":[121],"that":[125],"have":[126],"be":[128],"RAM.":[132],"From":[133],"experiment":[135],"results,":[136],"achieves":[141],"a":[142],"high":[143],"96.36&#x0025;":[147],"with":[148,159],"35.34&#x0025;":[149],"saved":[151],"hardware":[157],"compared":[158],"method.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
