{"id":"https://openalex.org/W2118643916","doi":"https://doi.org/10.1109/icpr.2002.1048458","title":"Learning from negative example in relevance feedback for content-based image retrieval","display_name":"Learning from negative example in relevance feedback for content-based image retrieval","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2118643916","doi":"https://doi.org/10.1109/icpr.2002.1048458","mag":"2118643916"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2002.1048458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2002.1048458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Object recognition supported by user interaction for service robots","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/A5035078864","display_name":"Mohammed Lamine Kherfi","orcid":"https://orcid.org/0000-0003-1017-1113"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"M.L. Kherfi","raw_affiliation_strings":["CoRIMedia, Facult\u00e9 des sciences, Universit\u00e9 de Sherbrook, Sherbrooke, QUE, Canada","CoRIMedia, Sherbrooke Univ., Que., Canada"],"affiliations":[{"raw_affiliation_string":"CoRIMedia, Facult\u00e9 des sciences, Universit\u00e9 de Sherbrook, Sherbrooke, QUE, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"CoRIMedia, Sherbrooke Univ., Que., Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031338697","display_name":"Djemel Ziou","orcid":"https://orcid.org/0000-0003-4188-1361"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"D. Ziou","raw_affiliation_strings":["CoRIMedia, Facult\u00e9 des sciences, Universit\u00e9 de Sherbrook, Sherbrooke, QUE, Canada","CoRIMedia, Sherbrooke Univ., Que., Canada"],"affiliations":[{"raw_affiliation_string":"CoRIMedia, Facult\u00e9 des sciences, Universit\u00e9 de Sherbrook, Sherbrooke, QUE, Canada","institution_ids":["https://openalex.org/I135117807"]},{"raw_affiliation_string":"CoRIMedia, Sherbrooke Univ., Que., Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016372598","display_name":"A. Bernardi","orcid":null},"institutions":[{"id":"https://openalex.org/I176714629","display_name":"Bell (Canada)","ror":"https://ror.org/00xdg8m59","country_code":"CA","type":"company","lineage":["https://openalex.org/I176714629"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A. Bernardi","raw_affiliation_strings":["Laboratoires universitaires Bell, Montreal, QUE, Canada","Laboratoires universitaires Bell"],"affiliations":[{"raw_affiliation_string":"Laboratoires universitaires Bell, Montreal, QUE, Canada","institution_ids":["https://openalex.org/I176714629"]},{"raw_affiliation_string":"Laboratoires universitaires Bell","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035078864"],"corresponding_institution_ids":["https://openalex.org/I135117807"],"apc_list":null,"apc_paid":null,"fwci":2.6935,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.90655949,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2","issue":null,"first_page":"933","last_page":"936"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9958000183105469,"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":0.9366999864578247,"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":0.8956737518310547},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.8723686933517456},{"id":"https://openalex.org/keywords/negative-feedback","display_name":"Negative feedback","score":0.8191788196563721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6860042810440063},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6618931889533997},{"id":"https://openalex.org/keywords/positive-feedback","display_name":"Positive feedback","score":0.5586994886398315},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5424635410308838},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.49822187423706055},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.468996524810791},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.368611216545105}],"concepts":[{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.8956737518310547},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.8723686933517456},{"id":"https://openalex.org/C93586867","wikidata":"https://www.wikidata.org/wiki/Q62527","display_name":"Negative feedback","level":3,"score":0.8191788196563721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6860042810440063},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6618931889533997},{"id":"https://openalex.org/C48207687","wikidata":"https://www.wikidata.org/wiki/Q918004","display_name":"Positive feedback","level":2,"score":0.5586994886398315},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5424635410308838},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.49822187423706055},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.468996524810791},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.368611216545105},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpr.2002.1048458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2002.1048458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Object recognition supported by user interaction for service robots","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1500862185","https://openalex.org/W1567209878","https://openalex.org/W1589868016","https://openalex.org/W1762020163","https://openalex.org/W1787564306","https://openalex.org/W1977377710","https://openalex.org/W2097005463","https://openalex.org/W2100911004","https://openalex.org/W2109868644","https://openalex.org/W2137354689","https://openalex.org/W2168153748","https://openalex.org/W6635538249","https://openalex.org/W6638386880","https://openalex.org/W6674436692","https://openalex.org/W6684754208"],"related_works":["https://openalex.org/W2078482661","https://openalex.org/W1606474234","https://openalex.org/W1497114142","https://openalex.org/W1975659822","https://openalex.org/W2133641558","https://openalex.org/W2137354689","https://openalex.org/W2096561479","https://openalex.org/W2030771424","https://openalex.org/W2411245752","https://openalex.org/W1971071004"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,36],"address":[4],"some":[5],"issues":[6],"related":[7],"to":[8,16,63],"the":[9,24,65],"combination":[10],"of":[11,26,76,81],"positive":[12,46,56,82],"and":[13,29,47,78,83],"negative":[14,27,48,59,84],"examples":[15],"perform":[17],"more":[18],"efficient":[19],"image":[20],"retrieval.":[21],"We":[22],"analyze":[23],"relevance":[25,40,69],"example":[28,60],"how":[30],"it":[31],"can":[32],"be":[33],"interpreted.":[34],"Then":[35],"propose":[37],"a":[38,51],"new":[39],"feedback":[41,70],"model":[42],"that":[43],"integrates":[44],"both":[45],"examples.":[49,85],"First,":[50],"query":[52],"is":[53,61,71],"formulated":[54,72],"using":[55],"example,":[57],"then":[58],"used":[62],"refine":[64],"system's":[66],"response.":[67],"Mathematically,":[68],"as":[73],"an":[74],"optimization":[75],"intra":[77],"inter":[79],"variances":[80]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
