{"id":"https://openalex.org/W2032381128","doi":"https://doi.org/10.1109/cibcb.2012.6217233","title":"Hybrid feature extractor for harlequin ladybird identification using color images","display_name":"Hybrid feature extractor for harlequin ladybird identification using color images","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2032381128","doi":"https://doi.org/10.1109/cibcb.2012.6217233","mag":"2032381128"},"language":"en","primary_location":{"id":"doi:10.1109/cibcb.2012.6217233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb.2012.6217233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.whiterose.ac.uk/id/eprint/75118/1/Ayob_and_Chesmore_2012.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003357606","display_name":"Mohd Zaki Ayob","orcid":"https://orcid.org/0000-0003-4814-521X"},"institutions":[{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"M. Z. Ayob","raw_affiliation_strings":["UniKL-BMI, Selangor Darul Ehsan, Malaysia","UniKL-BMI, Batu 8 Jalan Sg. Pusu Gombak, 53100 Selangor Malaysia"],"affiliations":[{"raw_affiliation_string":"UniKL-BMI, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I4528857"]},{"raw_affiliation_string":"UniKL-BMI, Batu 8 Jalan Sg. Pusu Gombak, 53100 Selangor Malaysia","institution_ids":["https://openalex.org/I4528857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013586583","display_name":"E.D. Chesmore","orcid":null},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]},{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["GB","MY"],"is_corresponding":false,"raw_author_name":"E.D. Chesmore","raw_affiliation_strings":["Department of Electronics, University of York, UK","UniKL-BMI, Batu 8 Jalan Sg. Pusu Gombak, 53100 Selangor Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, University of York, UK","institution_ids":["https://openalex.org/I52099693"]},{"raw_affiliation_string":"UniKL-BMI, Batu 8 Jalan Sg. Pusu Gombak, 53100 Selangor Malaysia","institution_ids":["https://openalex.org/I4528857"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003357606"],"corresponding_institution_ids":["https://openalex.org/I4528857"],"apc_list":null,"apc_paid":null,"fwci":0.1345,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52006958,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"214","last_page":"221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9922999739646912,"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":0.9922999739646912,"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10199","display_name":"Wildlife Ecology and Conservation","score":0.9527000188827515,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7871688008308411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6148259043693542},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.5882487297058105},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5604870915412903},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5539342164993286},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5061566233634949},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45764845609664917}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7871688008308411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6148259043693542},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.5882487297058105},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5604870915412903},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5539342164993286},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5061566233634949},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45764845609664917},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cibcb.2012.6217233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb.2012.6217233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:75118","is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-0688-8376>","pdf_url":"https://eprints.whiterose.ac.uk/id/eprint/75118/1/Ayob_and_Chesmore_2012.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:eprints.whiterose.ac.uk:75118","is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-0688-8376>","pdf_url":"https://eprints.whiterose.ac.uk/id/eprint/75118/1/Ayob_and_Chesmore_2012.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2032381128.pdf","grobid_xml":"https://content.openalex.org/works/W2032381128.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1483284482","https://openalex.org/W1554663460","https://openalex.org/W1567662521","https://openalex.org/W1568892361","https://openalex.org/W1570448133","https://openalex.org/W1994177391","https://openalex.org/W2030168984","https://openalex.org/W2040786907","https://openalex.org/W2055828109","https://openalex.org/W2063867591","https://openalex.org/W2083653245","https://openalex.org/W2122801463","https://openalex.org/W2122909391","https://openalex.org/W2141660893","https://openalex.org/W2143599142","https://openalex.org/W2145679157","https://openalex.org/W2146592546","https://openalex.org/W2152854843","https://openalex.org/W2158698691","https://openalex.org/W2273743417","https://openalex.org/W2476580106","https://openalex.org/W2481371429","https://openalex.org/W4240384155","https://openalex.org/W6633895513","https://openalex.org/W6678145807"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2131735617","https://openalex.org/W2056912418","https://openalex.org/W2123759770","https://openalex.org/W2033213769","https://openalex.org/W4312376745","https://openalex.org/W2136016640","https://openalex.org/W2043960970","https://openalex.org/W2049538278"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"research":[3],"into":[4,57],"the":[5,8,26,42,55,68,78,146],"automation":[6,20],"of":[7,10,28,44,89,101,117],"identification":[9,156],"harlequin":[11],"and":[12,25,60,67,110,129,160,171],"other":[13],"ladybird":[14,107,139],"species":[15,147],"using":[16,138],"color":[17,45,79,96,109],"images.":[18],"The":[19,36,63,113,155,163],"process":[21],"involves":[22],"image":[23],"processing":[24],"use":[27],"an":[29,51],"artificial":[30],"neural":[31],"network":[32],"as":[33,77,84],"a":[34,95],"classifier.":[35],"ultimate":[37],"aim":[38],"is":[39],"to":[40,47,124],"reduce":[41],"number":[43],"images":[46,56,69,140],"be":[48],"examined":[49],"by":[50,53],"expert":[52],"pre-sorting":[54],"correct,":[58],"questionable":[59],"incorrect":[61],"species.":[62],"ladybirds":[64],"are":[65,158],"3-dimensional":[66],"have":[70,103],"variable":[71],"resolution.":[72],"CIELAB":[73],"has":[74],"been":[75,104],"useful":[76],"space":[80],"in":[81],"this":[82],"research,":[83],"it":[85],"provides":[86],"good":[87],"separation":[88],"chroma":[90],"components":[91],"from":[92,106],"luminance":[93],"on":[94,168],"plane.":[97],"Two":[98],"major":[99],"sets":[100],"features":[102],"extracted":[105],"images:":[108],"geometrical":[111],"measurements.":[112],"system":[114],"combination":[115],"consisted":[116],"J48":[118],"decision":[119],"trees":[120],"which":[121,132],"were":[122],"used":[123,134],"filter":[125],"out":[126],"unnecessary":[127],"features,":[128],"multilayer":[130],"perceptron":[131],"was":[133],"for":[135,145,174],"classification.":[136],"Trials":[137],"showed":[141],"92%":[142],"class":[143],"match":[144],"Harmonia":[148],"axyridis":[149],"f.":[150],"spectabilis":[151],"against":[152],"Exochomus":[153],"4-pustulatus.":[154],"results":[157],"rotation":[159],"translation":[161],"invariant.":[162],"methods":[164],"allow":[165],"quantitative":[166],"data":[167],"both":[169],"intra-species":[170],"inter-species":[172],"variation":[173],"biodiversity":[175],"studies.":[176]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}
