{"id":"https://openalex.org/W2064353911","doi":"https://doi.org/10.1109/icsmc.2012.6378082","title":"Anomaly detection for capsule endoscopy images using higher-order Local Auto Correlation features","display_name":"Anomaly detection for capsule endoscopy images using higher-order Local Auto Correlation features","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2064353911","doi":"https://doi.org/10.1109/icsmc.2012.6378082","mag":"2064353911"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2012.6378082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2012.6378082","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5065336676","display_name":"Erzhong Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Erzhong Hu","raw_affiliation_strings":["Department of Intelligent Interaction Technologies, University of Tsukuba, Tsukuba, Ibaraki, Japan","Department of Intelligent Interaction Technologies University of Tsukuba Ibaraki Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Intelligent Interaction Technologies, University of Tsukuba, Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I146399215"]},{"raw_affiliation_string":"Department of Intelligent Interaction Technologies University of Tsukuba Ibaraki Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055002737","display_name":"Hirokazu Nosato","orcid":"https://orcid.org/0000-0003-0332-7028"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hirokazu Nosato","raw_affiliation_strings":["Information Technology Research Institute, National Institute for Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan","Information Technology Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Research Institute, National Institute for Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I73613424"]},{"raw_affiliation_string":"Information Technology Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027102173","display_name":"Hidenori Sakanashi","orcid":"https://orcid.org/0000-0001-8987-908X"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hidenori Sakanashi","raw_affiliation_strings":["Information Technology Research Institute, National Institute for Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan","Information Technology Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Research Institute, National Institute for Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I73613424"]},{"raw_affiliation_string":"Information Technology Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102933815","display_name":"Masahiro Murakawa","orcid":"https://orcid.org/0000-0002-8406-7426"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Murakawa","raw_affiliation_strings":["Information Technology Research Institute, National Institute for Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan","Information Technology Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Research Institute, National Institute for Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I73613424"]},{"raw_affiliation_string":"Information Technology Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan","institution_ids":["https://openalex.org/I73613424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0305,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.77554161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"22","issue":null,"first_page":"2289","last_page":"2293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.9435579776763916},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.7028856873512268},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6472734212875366},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6175626516342163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5841356515884399},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5393275022506714},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.528551459312439},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5012223720550537},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.47597092390060425},{"id":"https://openalex.org/keywords/endoscopy","display_name":"Endoscopy","score":0.41221147775650024},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2116633653640747},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15376463532447815},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1100861132144928}],"concepts":[{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.9435579776763916},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.7028856873512268},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6472734212875366},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6175626516342163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5841356515884399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5393275022506714},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.528551459312439},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5012223720550537},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.47597092390060425},{"id":"https://openalex.org/C2778451229","wikidata":"https://www.wikidata.org/wiki/Q212809","display_name":"Endoscopy","level":2,"score":0.41221147775650024},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2116633653640747},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15376463532447815},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1100861132144928},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2012.6378082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2012.6378082","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W117943111","https://openalex.org/W1647837791","https://openalex.org/W1650175677","https://openalex.org/W1986552576","https://openalex.org/W2003763337","https://openalex.org/W2014655062","https://openalex.org/W2035717170","https://openalex.org/W2037237989","https://openalex.org/W2123679202","https://openalex.org/W2146239848","https://openalex.org/W2169036536","https://openalex.org/W6604815279"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"Capsule":[0],"endoscopy":[1,27,47,90],"is":[2,15,29,56,86,96],"a":[3],"painless":[4],"way":[5],"more":[6,8],"and":[7,23,75,93],"utilized":[9],"in":[10],"gastrointestinal":[11],"examination.":[12],"Nevertheless,":[13],"there":[14],"an":[16,41],"issue":[17],"comes":[18],"out":[19],"that":[20],"the":[21,33,51,61,67],"efficiency":[22],"accuracy":[24],"of":[25,36,53,69],"capsule":[26,46,89],"diagnosis":[28],"now":[30],"restricted":[31],"by":[32,98],"large":[34],"quantity":[35],"images.":[37],"In":[38],"this":[39,64],"paper,":[40],"anomaly":[42,62],"detection":[43],"method":[44,77,85],"for":[45],"images":[48],"captured":[49],"within":[50],"range":[52],"small":[54],"intestine":[55],"described.":[57],"Aiming":[58],"to":[59],"realize":[60],"detection,":[63],"paper":[65],"takes":[66],"advantage":[68],"Higher-order":[70],"Local":[71],"Auto":[72],"Correlation":[73],"features":[74],"subspace":[76],"using":[78],"PCA":[79],"(Principal":[80],"Component":[81],"Analysis).":[82],"The":[83],"proposed":[84],"validated":[87],"over":[88],"image":[91],"sets":[92],"its":[94],"effectiveness":[95],"demonstrated":[97],"experimental":[99],"results.":[100]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}