{"id":"https://openalex.org/W2252481251","doi":"https://doi.org/10.1007/978-3-319-24888-2_19","title":"Automatic Detection of Good/Bad Colonies of iPS Cells Using Local Features","display_name":"Automatic Detection of Good/Bad Colonies of iPS Cells Using Local Features","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2252481251","doi":"https://doi.org/10.1007/978-3-319-24888-2_19","mag":"2252481251"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-24888-2_19","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-24888-2_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-319-24888-2_19","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009959063","display_name":"Atsuki Masuda","orcid":null},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Atsuki Masuda","raw_affiliation_strings":["Department of Information Engineering, Hiroshima University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Hiroshima University, Hiroshima, Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073497154","display_name":"Bisser Raytchev","orcid":"https://orcid.org/0000-0002-2146-415X"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Bisser Raytchev","raw_affiliation_strings":["Department of Information Engineering, Hiroshima University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Hiroshima University, Hiroshima, Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086456461","display_name":"Takio Kurita","orcid":"https://orcid.org/0000-0003-3982-6750"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takio Kurita","raw_affiliation_strings":["Department of Information Engineering, Hiroshima University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Hiroshima University, Hiroshima, Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102869450","display_name":"Toru Imamura","orcid":"https://orcid.org/0000-0001-7331-6004"},"institutions":[{"id":"https://openalex.org/I148798404","display_name":"Tokyo University of Technology","ror":"https://ror.org/021a26605","country_code":"JP","type":"education","lineage":["https://openalex.org/I148798404"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toru Imamura","raw_affiliation_strings":["Biotechnology Research Institute for Drug Discovery, AIST, Tokyo, Japan","School of Bioscience and Biotechnology, Tokyo University of Technology, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Biotechnology Research Institute for Drug Discovery, AIST, Tokyo, Japan","institution_ids":[]},{"raw_affiliation_string":"School of Bioscience and Biotechnology, Tokyo University of Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I148798404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002282550","display_name":"Masashi Suzuki","orcid":"https://orcid.org/0000-0002-7218-0923"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Masashi Suzuki","raw_affiliation_strings":["Biotechnology Research Institute for Drug Discovery, AIST, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Biotechnology Research Institute for Drug Discovery, AIST, Tokyo, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068412717","display_name":"Toru Tamaki","orcid":"https://orcid.org/0000-0001-9712-7777"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toru Tamaki","raw_affiliation_strings":["Department of Information Engineering, Hiroshima University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Hiroshima University, Hiroshima, Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073559104","display_name":"Kazufumi Kaneda","orcid":"https://orcid.org/0000-0002-5231-1826"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazufumi Kaneda","raw_affiliation_strings":["Department of Information Engineering, Hiroshima University, Hiroshima, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Hiroshima University, Hiroshima, Japan","institution_ids":["https://openalex.org/I113306721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5009959063"],"corresponding_institution_ids":["https://openalex.org/I113306721"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.7697,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92033294,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"153","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.984499990940094,"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"}},{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.8134810328483582},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7966852188110352},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.7028777003288269},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6822099685668945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6762270331382751},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6169741153717041},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.522512674331665},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5202585458755493},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.512281596660614},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.34440964460372925},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33412039279937744}],"concepts":[{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.8134810328483582},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7966852188110352},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.7028777003288269},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6822099685668945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6762270331382751},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6169741153717041},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.522512674331665},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5202585458755493},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.512281596660614},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.34440964460372925},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33412039279937744},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-24888-2_19","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-24888-2_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-24888-2_19","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-24888-2_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1563088657","https://openalex.org/W1592753633","https://openalex.org/W1974314284","https://openalex.org/W2062524893","https://openalex.org/W2138977668","https://openalex.org/W2151103935"],"related_works":["https://openalex.org/W2064636555","https://openalex.org/W2585503716","https://openalex.org/W1939982668","https://openalex.org/W2105014086","https://openalex.org/W2076090200","https://openalex.org/W3025682415","https://openalex.org/W2081173909","https://openalex.org/W4382317424","https://openalex.org/W4389009659","https://openalex.org/W1532481220"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"propose":[4],"a":[5,33,37,41],"method":[6],"able":[7],"to":[8],"automatically":[9],"detect":[10],"good/bad":[11],"colonies":[12,55],"of":[13,52],"iPS":[14,53],"cells":[15],"using":[16],"local":[17,28,42],"patches":[18],"based":[19,31],"on":[20,32,49],"densely":[21],"extracted":[22],"SIFT":[23],"features.":[24],"Different":[25],"options":[26],"for":[27],"patch":[29],"classification":[30],"kernelized":[34],"novelty":[35],"detector,":[36],"2-class":[38],"SVM":[39],"and":[40],"Bag-of-Features":[43],"approach":[44],"are":[45],"considered.":[46],"Experimental":[47],"results":[48],"33":[50],"images":[51],"cell":[54],"have":[56],"shown":[57],"that":[58],"excellent":[59],"accuracy":[60],"can":[61],"be":[62],"achieved":[63],"by":[64],"the":[65],"proposed":[66],"approach.":[67]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}