{"id":"https://openalex.org/W2023136475","doi":"https://doi.org/10.1109/icip.2014.7026059","title":"Recognizing live fish species by hierarchical partial classification based on the exponential benefit","display_name":"Recognizing live fish species by hierarchical partial classification based on the exponential benefit","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2023136475","doi":"https://doi.org/10.1109/icip.2014.7026059","mag":"2023136475"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2014.7026059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2014.7026059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5112441797","display_name":"Meng-Che Chuang","orcid":null},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meng-Che Chuang","raw_affiliation_strings":["Dept. Electrical Engineering, University of Washington","Dept. Electrical Engineering University of Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Electrical Engineering, University of Washington","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"Dept. Electrical Engineering University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101702810","display_name":"Jenq\u2013Neng Hwang","orcid":"https://orcid.org/0000-0002-8877-2421"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jenq-Neng Hwang","raw_affiliation_strings":["Dept. Electrical Engineering, University of Washington","Dept. Electrical Engineering University of Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Electrical Engineering, University of Washington","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"Dept. Electrical Engineering University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001567282","display_name":"Fang-Fei Kuo","orcid":null},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fang-Fei Kuo","raw_affiliation_strings":["Dept. Electrical Engineering, University of Washington","Dept. Electrical Engineering University of Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Electrical Engineering, University of Washington","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"Dept. Electrical Engineering University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040906479","display_name":"Man-Kwan Shan","orcid":null},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Man-Kwan Shan","raw_affiliation_strings":["Dept. Computer Science, National Chengchi University","Dept. Computer Science National Chengchi University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Computer Science, National Chengchi University","institution_ids":["https://openalex.org/I87354575"]},{"raw_affiliation_string":"Dept. Computer Science National Chengchi University","institution_ids":["https://openalex.org/I87354575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077190947","display_name":"Kresimir Williams","orcid":"https://orcid.org/0000-0003-4013-7469"},"institutions":[{"id":"https://openalex.org/I1308126019","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kresimir Williams","raw_affiliation_strings":["National Oceanic and Atmospheric Administration","National Oceanic & Atmospheric Administration"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Oceanic and Atmospheric Administration","institution_ids":["https://openalex.org/I1308126019"]},{"raw_affiliation_string":"National Oceanic & Atmospheric Administration","institution_ids":["https://openalex.org/I1308126019"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.9117,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.98005166,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"5232","last_page":"5236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9513000249862671,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7482059001922607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6354966163635254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6250845789909363},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.5867161750793457},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.5700281858444214},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5349714756011963},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4909115433692932},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.4898054301738739},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4671439826488495},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.46032634377479553},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.435427188873291},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42517679929733276},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4249882102012634},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12296661734580994},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.114582359790802},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09175518155097961}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7482059001922607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6354966163635254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6250845789909363},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.5867161750793457},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.5700281858444214},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5349714756011963},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4909115433692932},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.4898054301738739},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4671439826488495},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.46032634377479553},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.435427188873291},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42517679929733276},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4249882102012634},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12296661734580994},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.114582359790802},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09175518155097961},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2014.7026059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2014.7026059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6000000238418579,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W60969841","https://openalex.org/W1547701650","https://openalex.org/W1990054309","https://openalex.org/W2051135860","https://openalex.org/W2052980499","https://openalex.org/W2057341810","https://openalex.org/W2099642388","https://openalex.org/W2115652629","https://openalex.org/W2153051966","https://openalex.org/W2163352848","https://openalex.org/W2164598857","https://openalex.org/W2296319761","https://openalex.org/W2786592043","https://openalex.org/W4250589301","https://openalex.org/W6602551626","https://openalex.org/W6632694911","https://openalex.org/W6663802104","https://openalex.org/W6748331871"],"related_works":["https://openalex.org/W1652783584","https://openalex.org/W2729514902","https://openalex.org/W2024160000","https://openalex.org/W1990254706","https://openalex.org/W2773500201","https://openalex.org/W2515280043","https://openalex.org/W1971623867","https://openalex.org/W2546942002","https://openalex.org/W2554403468","https://openalex.org/W1982770690"],"abstract_inverted_index":{"Live":[0],"fish":[1,56,103,134],"recognition":[2],"in":[3,12],"open":[4],"aquatic":[5],"habitats":[6],"suffers":[7],"from":[8,101],"the":[9,15,25,67,72,77,84,90,116],"high":[10,137],"uncertainty":[11,138],"many":[13],"of":[14,66,92],"data.":[16,41],"To":[17],"alleviate":[18],"this":[19,43],"problem":[20],"without":[21],"discarding":[22],"those":[23],"data,":[24],"system":[26],"should":[27],"learn":[28],"a":[29,45],"species":[30,57,68],"hierarchy":[31,69],"so":[32,70],"that":[33,71,115],"high-level":[34],"labels":[35],"can":[36],"be":[37],"assigned":[38],"to":[39,108,123],"ambiguous":[40],"In":[42],"paper,":[44],"systematic":[46],"hierarchical":[47],"partial":[48,126],"classification":[49,60],"algorithm":[50],"is":[51,61,80],"therefore":[52],"proposed":[53,117],"for":[54],"underwater":[55,133],"recognition.":[58],"Partial":[59],"applied":[62],"at":[63],"each":[64],"level":[65],"coarse-to-fine":[73],"categorization":[74],"stops":[75],"once":[76],"decision":[78,93,127],"confidence":[79],"low.":[81],"By":[82],"defining":[83],"exponential":[85],"benefit":[86],"function,":[87],"we":[88],"formulate":[89],"selection":[91],"threshold":[94],"as":[95],"an":[96,120],"optimization":[97],"problem.":[98],"Also,":[99],"attributes":[100],"important":[102],"anatomical":[104],"parts":[105],"are":[106],"focused":[107],"generate":[109],"discriminative":[110],"feature":[111],"descriptors.":[112],"Experiments":[113],"show":[114],"method":[118],"achieves":[119],"accuracy":[121],"up":[122],"94%,":[124],"with":[125,136],"rate":[128],"less":[129],"than":[130],"5%,":[131],"on":[132],"images":[135],"and":[139],"class":[140],"imbalance.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
