{"id":"https://openalex.org/W2113152079","doi":"https://doi.org/10.1109/icassp.2008.4517735","title":"Graph laplacian for interactive image retrieval","display_name":"Graph laplacian for interactive image retrieval","publication_year":2008,"publication_date":"2008-03-01","ids":{"openalex":"https://openalex.org/W2113152079","doi":"https://doi.org/10.1109/icassp.2008.4517735","mag":"2113152079"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2008.4517735","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2008.4517735","pdf_url":null,"source":{"id":"https://openalex.org/S4210167542","display_name":"Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing","issn_l":"1520-6149","issn":["1520-6149","2379-190X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Acoustics, Speech and Signal Processing","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/A5029896607","display_name":"Hichem Sahbi","orcid":"https://orcid.org/0000-0001-6813-9146"},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hichem Sahbi","raw_affiliation_strings":["UMR 5141 CNRS, Telecom ParisTech, France","LTCI - Laboratoire Traitement et Communication de l'Information (46 rue Barrault F-75634 Paris Cedex 13 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UMR 5141 CNRS, Telecom ParisTech, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I12356871"]},{"raw_affiliation_string":"LTCI - Laboratoire Traitement et Communication de l'Information (46 rue Barrault F-75634 Paris Cedex 13 - France)","institution_ids":["https://openalex.org/I4210165912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030350696","display_name":"Patrick \u00c9tyngier","orcid":null},"institutions":[{"id":"https://openalex.org/I142631665","display_name":"\u00c9cole nationale des ponts et chauss\u00e9es","ror":"https://ror.org/02nwvxz07","country_code":"FR","type":"education","lineage":["https://openalex.org/I142631665","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I190752583","display_name":"ParisTech","ror":"https://ror.org/05c2qg481","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583"]},{"id":"https://openalex.org/I4210130371","display_name":"Centre d'Enseignement et de Recherche en Environnement Atmosph\u00e9rique","ror":"https://ror.org/03a84yw54","country_code":"FR","type":"facility","lineage":["https://openalex.org/I142631665","https://openalex.org/I4210130371","https://openalex.org/I4210143116","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210152518","display_name":"Laboratoire d'Informatique Gaspard-Monge","ror":"https://ror.org/04t50yk91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I4210145102","https://openalex.org/I4210152518","https://openalex.org/I4210154111","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Etyngier","raw_affiliation_strings":["Certis Laboratory, ENPC ParisTech, France","imagine [Marne-la-Vall\u00e9e] (6 avenue Blaise Pascal - Cit\u00e9 Descartes, Champs-sur-Marne 77455 Marne-la-Vall\u00e9e cedex 2 - France)","CERTIS - Centre d'Enseignement et de Recherche en Technologies de l'Information et Syst\u00e8mes (Cit\u00e9 Descartes 19 rue Alfred Nobel 77455 Marne La Vall\u00e9e cedex 2 - France)","LIGM - Laboratoire d'Informatique Gaspard-Monge (Universit\u00e9 de Paris-Est Marne-la-Vall\u00e9e, Cit\u00e9 Descartes, B\u00e2timent Copernic, 5 bd Descartes, 77454 Marne-la-Vall\u00e9e Cedex 2 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Certis Laboratory, ENPC ParisTech, France","institution_ids":["https://openalex.org/I190752583","https://openalex.org/I142631665"]},{"raw_affiliation_string":"imagine [Marne-la-Vall\u00e9e] (6 avenue Blaise Pascal - Cit\u00e9 Descartes, Champs-sur-Marne 77455 Marne-la-Vall\u00e9e cedex 2 - France)","institution_ids":[]},{"raw_affiliation_string":"CERTIS - Centre d'Enseignement et de Recherche en Technologies de l'Information et Syst\u00e8mes (Cit\u00e9 Descartes 19 rue Alfred Nobel 77455 Marne La Vall\u00e9e cedex 2 - France)","institution_ids":["https://openalex.org/I4210130371"]},{"raw_affiliation_string":"LIGM - Laboratoire d'Informatique Gaspard-Monge (Universit\u00e9 de Paris-Est Marne-la-Vall\u00e9e, Cit\u00e9 Descartes, B\u00e2timent Copernic, 5 bd Descartes, 77454 Marne-la-Vall\u00e9e Cedex 2 - France)","institution_ids":["https://openalex.org/I4210152518","https://openalex.org/I4210154111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045885816","display_name":"Jean-Yves Audibert","orcid":null},"institutions":[{"id":"https://openalex.org/I142631665","display_name":"\u00c9cole nationale des ponts et chauss\u00e9es","ror":"https://ror.org/02nwvxz07","country_code":"FR","type":"education","lineage":["https://openalex.org/I142631665","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I190752583","display_name":"ParisTech","ror":"https://ror.org/05c2qg481","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583"]},{"id":"https://openalex.org/I4210130371","display_name":"Centre d'Enseignement et de Recherche en Environnement Atmosph\u00e9rique","ror":"https://ror.org/03a84yw54","country_code":"FR","type":"facility","lineage":["https://openalex.org/I142631665","https://openalex.org/I4210130371","https://openalex.org/I4210143116","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210152518","display_name":"Laboratoire d'Informatique Gaspard-Monge","ror":"https://ror.org/04t50yk91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I4210145102","https://openalex.org/I4210152518","https://openalex.org/I4210154111","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Yves Audibert","raw_affiliation_strings":["Certis Laboratory, ENPC ParisTech, France","CERTIS - Centre d'Enseignement et de Recherche en Technologies de l'Information et Syst\u00e8mes (Cit\u00e9 Descartes 19 rue Alfred Nobel 77455 Marne La Vall\u00e9e cedex 2 - France)","imagine [Marne-la-Vall\u00e9e] (6 avenue Blaise Pascal - Cit\u00e9 Descartes, Champs-sur-Marne 77455 Marne-la-Vall\u00e9e cedex 2 - France)","LIGM - Laboratoire d'Informatique Gaspard-Monge (Universit\u00e9 de Paris-Est Marne-la-Vall\u00e9e, Cit\u00e9 Descartes, B\u00e2timent Copernic, 5 bd Descartes, 77454 Marne-la-Vall\u00e9e Cedex 2 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Certis Laboratory, ENPC ParisTech, France","institution_ids":["https://openalex.org/I190752583","https://openalex.org/I142631665"]},{"raw_affiliation_string":"CERTIS - Centre d'Enseignement et de Recherche en Technologies de l'Information et Syst\u00e8mes (Cit\u00e9 Descartes 19 rue Alfred Nobel 77455 Marne La Vall\u00e9e cedex 2 - France)","institution_ids":["https://openalex.org/I4210130371"]},{"raw_affiliation_string":"imagine [Marne-la-Vall\u00e9e] (6 avenue Blaise Pascal - Cit\u00e9 Descartes, Champs-sur-Marne 77455 Marne-la-Vall\u00e9e cedex 2 - France)","institution_ids":[]},{"raw_affiliation_string":"LIGM - Laboratoire d'Informatique Gaspard-Monge (Universit\u00e9 de Paris-Est Marne-la-Vall\u00e9e, Cit\u00e9 Descartes, B\u00e2timent Copernic, 5 bd Descartes, 77454 Marne-la-Vall\u00e9e Cedex 2 - France)","institution_ids":["https://openalex.org/I4210152518","https://openalex.org/I4210154111"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111878926","display_name":"Renaud Keriven","orcid":null},"institutions":[{"id":"https://openalex.org/I142631665","display_name":"\u00c9cole nationale des ponts et chauss\u00e9es","ror":"https://ror.org/02nwvxz07","country_code":"FR","type":"education","lineage":["https://openalex.org/I142631665","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I190752583","display_name":"ParisTech","ror":"https://ror.org/05c2qg481","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583"]},{"id":"https://openalex.org/I4210130371","display_name":"Centre d'Enseignement et de Recherche en Environnement Atmosph\u00e9rique","ror":"https://ror.org/03a84yw54","country_code":"FR","type":"facility","lineage":["https://openalex.org/I142631665","https://openalex.org/I4210130371","https://openalex.org/I4210143116","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210152518","display_name":"Laboratoire d'Informatique Gaspard-Monge","ror":"https://ror.org/04t50yk91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142631665","https://openalex.org/I4210145102","https://openalex.org/I4210152518","https://openalex.org/I4210154111","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Renaud Keriven","raw_affiliation_strings":["Certis Laboratory, ENPC ParisTech, France","CERTIS - Centre d'Enseignement et de Recherche en Technologies de l'Information et Syst\u00e8mes (Cit\u00e9 Descartes 19 rue Alfred Nobel 77455 Marne La Vall\u00e9e cedex 2 - France)","imagine [Marne-la-Vall\u00e9e] (6 avenue Blaise Pascal - Cit\u00e9 Descartes, Champs-sur-Marne 77455 Marne-la-Vall\u00e9e cedex 2 - France)","LIGM - Laboratoire d'Informatique Gaspard-Monge (Universit\u00e9 de Paris-Est Marne-la-Vall\u00e9e, Cit\u00e9 Descartes, B\u00e2timent Copernic, 5 bd Descartes, 77454 Marne-la-Vall\u00e9e Cedex 2 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Certis Laboratory, ENPC ParisTech, France","institution_ids":["https://openalex.org/I190752583","https://openalex.org/I142631665"]},{"raw_affiliation_string":"CERTIS - Centre d'Enseignement et de Recherche en Technologies de l'Information et Syst\u00e8mes (Cit\u00e9 Descartes 19 rue Alfred Nobel 77455 Marne La Vall\u00e9e cedex 2 - France)","institution_ids":["https://openalex.org/I4210130371"]},{"raw_affiliation_string":"imagine [Marne-la-Vall\u00e9e] (6 avenue Blaise Pascal - Cit\u00e9 Descartes, Champs-sur-Marne 77455 Marne-la-Vall\u00e9e cedex 2 - France)","institution_ids":[]},{"raw_affiliation_string":"LIGM - Laboratoire d'Informatique Gaspard-Monge (Universit\u00e9 de Paris-Est Marne-la-Vall\u00e9e, Cit\u00e9 Descartes, B\u00e2timent Copernic, 5 bd Descartes, 77454 Marne-la-Vall\u00e9e Cedex 2 - France)","institution_ids":["https://openalex.org/I4210152518","https://openalex.org/I4210154111"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8641,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63281668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"817","last_page":"820"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval 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/T10627","display_name":"Advanced Image and Video Retrieval 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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9986000061035156,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9983000159263611,"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/relevance-feedback","display_name":"Relevance feedback","score":0.7919020056724548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.681397020816803},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6027899980545044},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5923693180084229},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5628791451454163},{"id":"https://openalex.org/keywords/laplace-operator","display_name":"Laplace operator","score":0.54817134141922},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.524914562702179},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49027207493782043},{"id":"https://openalex.org/keywords/laplacian-matrix","display_name":"Laplacian matrix","score":0.4837908446788788},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.4261569380760193},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4223829507827759},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4191526174545288},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4140980541706085},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3319438099861145},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.28667309880256653},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22010594606399536},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.14349475502967834}],"concepts":[{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.7919020056724548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.681397020816803},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6027899980545044},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5923693180084229},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5628791451454163},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.54817134141922},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.524914562702179},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49027207493782043},{"id":"https://openalex.org/C115178988","wikidata":"https://www.wikidata.org/wiki/Q772067","display_name":"Laplacian matrix","level":3,"score":0.4837908446788788},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.4261569380760193},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4223829507827759},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4191526174545288},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4140980541706085},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3319438099861145},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.28667309880256653},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22010594606399536},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.14349475502967834},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2008.4517735","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2008.4517735","pdf_url":null,"source":{"id":"https://openalex.org/S4210167542","display_name":"Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing","issn_l":"1520-6149","issn":["1520-6149","2379-190X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7799999713897705,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1574877594","https://openalex.org/W1762020163","https://openalex.org/W1786967778","https://openalex.org/W1966949944","https://openalex.org/W1973693867","https://openalex.org/W2105465566","https://openalex.org/W2108759471","https://openalex.org/W2109257175","https://openalex.org/W2119423198","https://openalex.org/W2138079527","https://openalex.org/W2144143728","https://openalex.org/W2146798037","https://openalex.org/W2179426874","https://openalex.org/W2561879720","https://openalex.org/W4237065586","https://openalex.org/W6676248612","https://openalex.org/W6992441829"],"related_works":["https://openalex.org/W1606474234","https://openalex.org/W2034539438","https://openalex.org/W2124645781","https://openalex.org/W2184057774","https://openalex.org/W2140331143","https://openalex.org/W2543381692","https://openalex.org/W1975659822","https://openalex.org/W3087943932","https://openalex.org/W2052401230","https://openalex.org/W2349022781"],"abstract_inverted_index":{"Interactive":[0],"image":[1,34,125],"search":[2],"or":[3],"relevance":[4,67,165],"feedback":[5,68,128,166],"is":[6,54,62,100],"the":[7,44,86,89,92,109,113,121,124],"process":[8,115],"which":[9,79],"helps":[10],"a":[11,24,28,39,75,95],"user":[12],"refining":[13,38],"his":[14],"query":[15],"and":[16,36,46,116,137,143,152],"finding":[17],"difficult":[18],"target":[19],"categories.":[20],"This":[21],"consists":[22],"in":[23,112],"step-by-step":[25],"labeling":[26],"of":[27,32,50,88,123,155],"very":[29],"small":[30],"fraction":[31],"an":[33,63],"database":[35],"iteratively":[37],"decision":[40,52,114],"rule":[41,53],"using":[42],"both":[43],"labeled":[45],"unlabeled":[47,110],"data.":[48],"Training":[49],"this":[51],"referred":[55],"to":[56,83,106,118,162],"as":[57,139,141],"transductive":[58],"learning.":[59],"Our":[60,98],"work":[61],"original":[64],"approach":[65,99],"for":[66],"based":[69],"on":[70,132],"Graph":[71,77],"Laplacian.":[72],"We":[73],"introduce":[74],"new":[76],"Laplacian":[78,158],"makes":[80],"it":[81,102],"possible":[82],"robustly":[84,119],"learn":[85],"embedding":[87],"manifold":[90],"enclosing":[91],"dataset":[93],"via":[94],"diffusion":[96],"map.":[97],"two-folds:":[101],"allows":[103],"us":[104],"(i)":[105],"integrate":[107],"all":[108],"images":[111],"(ii)":[117],"capture":[120],"topology":[122],"set.":[126],"Relevance":[127],"experiments":[129],"were":[130],"conducted":[131],"simple":[133],"databases":[134,146],"including":[135,147],"Olivetti":[136],"Swedish":[138],"well":[140],"challenging":[142],"large":[144],"scale":[145],"Corel.":[148],"Comparisons":[149],"show":[150],"clear":[151],"consistent":[153],"gain":[154],"our":[156],"graph":[157],"method":[159],"with":[160],"respect":[161],"state-of-the":[163],"art":[164],"approaches.":[167]},"counts_by_year":[],"updated_date":"2026-06-21T07:57:09.225873","created_date":"2025-10-10T00:00:00"}
