{"id":"https://openalex.org/W2144029307","doi":"https://doi.org/10.1109/icme.2003.1220919","title":"Incorporating real-valued multiple instance learning into relevance feedback for image retrieval","display_name":"Incorporating real-valued multiple instance learning into relevance feedback for image retrieval","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W2144029307","doi":"https://doi.org/10.1109/icme.2003.1220919","mag":"2144029307"},"language":"en","primary_location":{"id":"doi:10.1109/icme.2003.1220919","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2003.1220919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698)","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":null,"display_name":"Xin Hunag","orcid":null},"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":"Xin Hunag","raw_affiliation_strings":["Distributed Multimedia Information System Laboratory, School of Computer Science, Florida International University, Miami, FL, USA","Sch. of Comput. Sci., Florida Int. Univ., Miami, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distributed Multimedia Information System Laboratory, School of Computer Science, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"Sch. of Comput. Sci., Florida Int. Univ., Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113714303","display_name":"Shu-Ching Chen","orcid":null},"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":["Distributed Multimedia Information System Laboratory, School of Computer Science, Florida International University, Miami, FL, USA","Sch. of Comput. Sci., Florida Int. Univ., Miami, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distributed Multimedia Information System Laboratory, School of Computer Science, Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"Sch. of Comput. Sci., Florida Int. Univ., Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036221136","display_name":"Mei\u2010Ling Shyu","orcid":"https://orcid.org/0000-0003-0902-0844"},"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"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mei-Ling Shyu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA","[Sch. of Comput. Sci., Carnegie, Mellon Univ., Pittsburgh, PA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, USA","institution_ids":["https://openalex.org/I145608581"]},{"raw_affiliation_string":"[Sch. of Comput. Sci., Carnegie, Mellon Univ., Pittsburgh, PA, USA]","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"I","last_page":"321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9955999851226807,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9584000110626221,"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/relevance-feedback","display_name":"Relevance feedback","score":0.9214515686035156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8056272268295288},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7741971611976624},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6912106275558472},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5733625888824463},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.550773024559021},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.5281567573547363},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44316595792770386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4230748414993286}],"concepts":[{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.9214515686035156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8056272268295288},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7741971611976624},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6912106275558472},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5733625888824463},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.550773024559021},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.5281567573547363},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44316595792770386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4230748414993286},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icme.2003.1220919","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2003.1220919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.64.3163","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.64.3163","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/ICME03_MIL.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320322670","display_name":"Tehran University of Medical Sciences and Health Services","ror":"https://ror.org/01c4pz451"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1554039773","https://openalex.org/W2101498401","https://openalex.org/W2110119381","https://openalex.org/W2130263874","https://openalex.org/W2134865635","https://openalex.org/W2135705692","https://openalex.org/W2151209730","https://openalex.org/W2152195571","https://openalex.org/W6633085109","https://openalex.org/W6675152473"],"related_works":["https://openalex.org/W1921936017","https://openalex.org/W2001985945","https://openalex.org/W2009716188","https://openalex.org/W1518380457","https://openalex.org/W1971071004","https://openalex.org/W1606474234","https://openalex.org/W1497114142","https://openalex.org/W2133641558","https://openalex.org/W2096561479","https://openalex.org/W2411245752"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,57,91],"content-based":[4],"image":[5,99,126,151],"retrieval":[6],"(CBIR)":[7],"system":[8,86,104,114],"that":[9,45,93,135],"incorporates":[10],"real-valued":[11],"multiple":[12],"instance":[13],"learning":[14,74,143],"(MIL)":[15],"into":[16],"the":[17,24,31,40,48,53,61,64,72,76,84,94,98,103,108,118,129,140,149,154],"user":[18,81],"relevance":[19,88],"feedback":[20,89,141],"(RF)":[21],"to":[22,38,47,59,96,107,121,147,153],"learn":[23],"user's":[25,32,65,77,109,123],"subjective":[26],"visual":[27,67],"concepts,":[28,68],"especially":[29],"where":[30],"most":[33,124],"interested":[34,125],"region":[35,46,127],"and":[36,69,142],"how":[37],"map":[39,148],"local":[41],"feature":[42],"vector":[43],"of":[44,52,63,75],"high-level":[49,66,78,155],"concept":[50],"pattern":[51],"user.":[54],"RF":[55],"provides":[56],"way":[58,92],"obtain":[60],"subjectivity":[62],"MIL":[70,119],"enables":[71],"automatic":[73],"concepts.":[79,156],"The":[80,113],"interacts":[82],"with":[83],"CBIR":[85],"by":[87,102],"in":[90,115],"extent":[95],"which":[97],"samples":[100],"retrieved":[101],"are":[105],"relevant":[106],"intention":[110],"is":[111,136,145],"labeled.":[112],"turn":[116],"applies":[117],"method":[120],"find":[122],"from":[128],"feedback.":[130],"A":[131],"multilayer":[132],"neural":[133],"network":[134],"trained":[137],"progressively":[138],"through":[139],"procedure":[144],"used":[146],"low-level":[150],"features":[152]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}