{"id":"https://openalex.org/W2904599812","doi":"https://doi.org/10.1109/kse.2018.8573356","title":"Protozoa Identification using 3D Geometric Multiple Color Channel Local Feature","display_name":"Protozoa Identification using 3D Geometric Multiple Color Channel Local Feature","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2904599812","doi":"https://doi.org/10.1109/kse.2018.8573356","mag":"2904599812"},"language":"en","primary_location":{"id":"doi:10.1109/kse.2018.8573356","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse.2018.8573356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 10th International Conference on Knowledge and Systems Engineering (KSE)","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/A5043735396","display_name":"Khoa Pho","orcid":null},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Khoa Pho","raw_affiliation_strings":["School of Information Science, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051143392","display_name":"Takafumi Hirase","orcid":null},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takafumi Hirase","raw_affiliation_strings":["School of Information Science, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110759971","display_name":"Muhamad Kamal Mohammed Amin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhamad Kamal Mohammed Amin","raw_affiliation_strings":["Electronic Systems Engineering, Malaysia-Japan International Institute of Technology, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Systems Engineering, Malaysia-Japan International Institute of Technology, Kuala Lumpur, Malaysia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100915330","display_name":"Atsuo Yoshitaka","orcid":null},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Atsuo Yoshitaka","raw_affiliation_strings":["School of Information Science, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.106,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.4860861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","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/T12874","display_name":"Digital Imaging for Blood Diseases","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9919000267982483,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9657999873161316,"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/identification","display_name":"Identification (biology)","score":0.6235414147377014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5556415319442749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.507607102394104},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5045863389968872},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5044254064559937},{"id":"https://openalex.org/keywords/protozoa","display_name":"Protozoa","score":0.4764269292354584},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4246352016925812},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33680295944213867},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10656818747520447},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09159034490585327}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6235414147377014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5556415319442749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.507607102394104},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5045863389968872},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5044254064559937},{"id":"https://openalex.org/C2778566189","wikidata":"https://www.wikidata.org/wiki/Q101274","display_name":"Protozoa","level":2,"score":0.4764269292354584},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4246352016925812},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33680295944213867},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10656818747520447},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09159034490585327},{"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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse.2018.8573356","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse.2018.8573356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 10th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.5600000023841858}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1978849141","https://openalex.org/W1996655877","https://openalex.org/W2000971069","https://openalex.org/W2002858550","https://openalex.org/W2006358493","https://openalex.org/W2006890578","https://openalex.org/W2047822984","https://openalex.org/W2070389220","https://openalex.org/W2088884822","https://openalex.org/W2115090091","https://openalex.org/W2151103935","https://openalex.org/W2166760871","https://openalex.org/W2516755345","https://openalex.org/W4248916828","https://openalex.org/W6649174983"],"related_works":["https://openalex.org/W1504288058","https://openalex.org/W2102575890","https://openalex.org/W2331674254","https://openalex.org/W2167293474","https://openalex.org/W3042897387","https://openalex.org/W2048505601","https://openalex.org/W2401036251","https://openalex.org/W2116675934","https://openalex.org/W2544359817","https://openalex.org/W4310007291"],"abstract_inverted_index":{"Protozoa":[0],"identification":[1,17,117],"plays":[2],"an":[3],"important":[4],"role":[5],"in":[6,8,100],"parasitology":[7],"order":[9],"to":[10,40,68,80,97,112,127],"give":[11],"right":[12],"analyses":[13],"and":[14,56,103,152],"treatments.":[15],"Previous":[16],"methods":[18],"analyze":[19],"protozoa":[20],"using":[21],"morphology":[22],"on":[23,31,134],"microscopic":[24],"images.":[25],"In":[26],"this":[27],"work,":[28],"we":[29],"focus":[30],"a":[32,145],"set":[33],"of":[34,84,91,109,131,140,148,150],"specific":[35],"species":[36,83,130],"which":[37],"cause":[38],"disease":[39],"human":[41],"such":[42],"asGiardia":[43],"lambia,":[44],"Iodamoeba":[45],"butchilii,":[46],"Toxoplasma":[47],"gondi,":[48],"Cyclospora":[49],"cayetanensis,":[50],"Balantidium":[51],"coli,":[52],"Sarcocystis,":[53],"Cystoisospora":[54],"belli":[55],"Acanthamoeba.":[57],"They":[58],"share":[59],"the":[60,92,125,129,138],"similar":[61],"rounded":[62],"shapes":[63],"that":[64],"make":[65],"it":[66],"difficult":[67],"identify":[69,128],"them.":[70],"We":[71],"propose":[72],"3D":[73],"Geometric":[74],"Multiple":[75],"Color":[76],"Channel":[77],"Local":[78],"Feature":[79],"characterize":[81],"these":[82],"protozoa.":[85,132],"Our":[86],"method":[87,143],"groups":[88],"key":[89],"points":[90],"local":[93],"feature":[94,114],"with":[95,144],"respect":[96],"2D":[98],"geometric":[99],"planar":[101],"images":[102,111],"scale-level":[104],"from":[105],"multiple":[106],"color":[107],"channels":[108],"input":[110],"produce":[113],"vectors":[115],"for":[116],"task.":[118],"Support":[119],"Vector":[120],"Machine":[121],"is":[122],"used":[123],"as":[124],"classifier":[126],"Experiments":[133],"our":[135,141],"dataset":[136],"show":[137],"potential":[139],"proposed":[142],"good":[146],"performance":[147],"96%":[149],"accuracy":[151],"outperformed":[153],"previous":[154],"methods.":[155]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
