{"id":"https://openalex.org/W2136047688","doi":"https://doi.org/10.1109/icme.2005.1521628","title":"A Multiple Instance Learning Approach for Content Based Image Retrieval Using One-Class Support Vector Machine","display_name":"A Multiple Instance Learning Approach for Content Based Image Retrieval Using One-Class Support Vector Machine","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2136047688","doi":"https://doi.org/10.1109/icme.2005.1521628","mag":"2136047688"},"language":"en","primary_location":{"id":"doi:10.1109/icme.2005.1521628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2005.1521628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE International Conference on Multimedia and Expo","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/A5061568662","display_name":"Chengcui Zhang","orcid":"https://orcid.org/0000-0002-5868-6450"},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]},{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chengcui Zhang","raw_affiliation_strings":["Department of Computer and Information Sciences, University of Alabama, Birmingham, USA","[Department of Computer and Information Sciences, University of Alabama at Birmingham]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, University of Alabama, Birmingham, USA","institution_ids":["https://openalex.org/I17301866"]},{"raw_affiliation_string":"[Department of Computer and Information Sciences, University of Alabama at Birmingham]","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363100","display_name":"Xin Chen","orcid":"https://orcid.org/0000-0002-9347-1367"},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Chen","raw_affiliation_strings":["Department of Computer and Information Sciences, University of Alabama, Birmingham, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, University of Alabama, Birmingham, USA","institution_ids":["https://openalex.org/I17301866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337209","display_name":"Min Chen","orcid":"https://orcid.org/0000-0002-0960-4447"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Min Chen","raw_affiliation_strings":["School of Computer Science, Florida International University, USA","[School of Computer Science, Florida International University, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Florida International University, USA","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"[School of Computer Science, Florida International University, USA]","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049219173","display_name":"Shu\u2010Ching Chen","orcid":"https://orcid.org/0000-0001-9209-390X"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shu-Ching Chen","raw_affiliation_strings":["School of Computer Science, Florida International University, USA","[School of Computer Science, Florida International University, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Florida International University, USA","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"[School of Computer Science, Florida International University, USA]","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013577951","display_name":"Mei-Ling Shyu","orcid":null},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mei-Ling Shyu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Miami, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Miami, USA","institution_ids":["https://openalex.org/I145608581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1142","last_page":"1145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9995999932289124,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9995999932289124,"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":0.996399998664856,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7993254661560059},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7507587671279907},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.7015317678451538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6677740216255188},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.6482884883880615},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.6482817530632019},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5981789827346802},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5620499849319458},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5375753045082092},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5201994776725769},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5002801418304443},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.48378488421440125},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.4366067945957184},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.42674311995506287},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3855748176574707},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0909285843372345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7993254661560059},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7507587671279907},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.7015317678451538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6677740216255188},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.6482884883880615},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.6482817530632019},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5981789827346802},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5620499849319458},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5375753045082092},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5201994776725769},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5002801418304443},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.48378488421440125},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.4366067945957184},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.42674311995506287},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3855748176574707},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0909285843372345},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icme.2005.1521628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2005.1521628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE International Conference on Multimedia and Expo","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.73.1102","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.73.1102","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.fiu.edu/~chens/PDF/ICME05-SVM.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W334023122","https://openalex.org/W1654865708","https://openalex.org/W2104052971","https://openalex.org/W2132870739","https://openalex.org/W2135705692","https://openalex.org/W2154318594","https://openalex.org/W2168447440","https://openalex.org/W2545459503","https://openalex.org/W6611554762","https://openalex.org/W6675354903","https://openalex.org/W6683033130"],"related_works":["https://openalex.org/W2034539438","https://openalex.org/W2124645781","https://openalex.org/W2184057774","https://openalex.org/W2140331143","https://openalex.org/W2543381692","https://openalex.org/W1606474234","https://openalex.org/W1497114142","https://openalex.org/W2133641558","https://openalex.org/W2096561479","https://openalex.org/W2411245752"],"abstract_inverted_index":{"Multiple":[0],"Instance":[1],"Learning":[2],"(MIL)":[3],"is":[4,49,60],"a":[5],"special":[6],"kind":[7],"of":[8,65],"supervised":[9],"learning":[10,57],"problem":[11,37],"that":[12],"has":[13,69],"been":[14,70],"studied":[15],"actively":[16],"in":[17,38],"recent":[18],"years.":[19],"In":[20],"this":[21],"paper,":[22],"we":[23],"propose":[24],"an":[25],"approach":[26],"based":[27],"on":[28],"One-Class":[29],"Support":[30],"Vector":[31],"Machine":[32],"(SVM)":[33],"to":[34,51,55],"solve":[35],"MIL":[36],"the":[39,56,63],"region-based":[40],"Content":[41],"Based":[42],"Image":[43],"Retrieval":[44],"(CBIR).":[45],"Relevance":[46],"Feedback":[47],"technique":[48],"incorporated":[50],"provide":[52],"progressive":[53],"guidance":[54],"process.":[58],"Performance":[59],"evaluated":[61],"and":[62],"effectiveness":[64],"our":[66],"retrieval":[67],"algorithm":[68],"shown":[71],"through":[72],"comparative":[73],"studies.":[74]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
