{"id":"https://openalex.org/W2515189767","doi":"https://doi.org/10.1109/ssp.2016.7551729","title":"Indian Buffet process dictionary learning for image inpainting","display_name":"Indian Buffet process dictionary learning for image inpainting","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2515189767","doi":"https://doi.org/10.1109/ssp.2016.7551729","mag":"2515189767"},"language":"en","primary_location":{"id":"doi:10.1109/ssp.2016.7551729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssp.2016.7551729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Statistical Signal Processing Workshop (SSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01433627","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053141797","display_name":"Hong-Phuong Dang","orcid":"https://orcid.org/0000-0002-4811-1485"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I4387153239","display_name":"Centre de Recherche en Informatique, Signal et Automatique de Lille","ror":"https://ror.org/05vrs3189","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hong Phuong Dang","raw_affiliation_strings":["Univ. Lille, CRIStAL Centre de Recherche en Informatique Signal et Automatique de Lille, Lille, France","CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (Universit\u00e9 de Lille - Campus scientifique - B\u00e2timent ESPRIT - Avenue Henri Poincar\u00e9 - 59655 Villeneuve d\u2019Ascq - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille, CRIStAL Centre de Recherche en Informatique Signal et Automatique de Lille, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210115519","https://openalex.org/I4387153239"]},{"raw_affiliation_string":"CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (Universit\u00e9 de Lille - Campus scientifique - B\u00e2timent ESPRIT - Avenue Henri Poincar\u00e9 - 59655 Villeneuve d\u2019Ascq - France)","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210115519","https://openalex.org/I4387153239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088402344","display_name":"Pierre Chainais","orcid":"https://orcid.org/0000-0003-4377-7584"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I4387153239","display_name":"Centre de Recherche en Informatique, Signal et Automatique de Lille","ror":"https://ror.org/05vrs3189","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Chainais","raw_affiliation_strings":["Univ. Lille, CRIStAL Centre de Recherche en Informatique Signal et Automatique de Lille, Lille, France","CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (Universit\u00e9 de Lille - Campus scientifique - B\u00e2timent ESPRIT - Avenue Henri Poincar\u00e9 - 59655 Villeneuve d\u2019Ascq - France)","Centrale Lille (\u00c9cole Centrale de Lille - Cit\u00e9 Scientifique - CS 20048 59651 Villeneuve d'Ascq Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille, CRIStAL Centre de Recherche en Informatique Signal et Automatique de Lille, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210115519","https://openalex.org/I4387153239"]},{"raw_affiliation_string":"CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (Universit\u00e9 de Lille - Campus scientifique - B\u00e2timent ESPRIT - Avenue Henri Poincar\u00e9 - 59655 Villeneuve d\u2019Ascq - France)","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210115519","https://openalex.org/I4387153239"]},{"raw_affiliation_string":"Centrale Lille (\u00c9cole Centrale de Lille - Cit\u00e9 Scientifique - CS 20048 59651 Villeneuve d'Ascq Cedex - France)","institution_ids":["https://openalex.org/I7454413"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13851274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9939000010490417,"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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.8649090528488159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7084241509437561},{"id":"https://openalex.org/keywords/k-svd","display_name":"K-SVD","score":0.6437972187995911},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6230236887931824},{"id":"https://openalex.org/keywords/dictionary-learning","display_name":"Dictionary learning","score":0.615818440914154},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.550579309463501},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.541599452495575},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5378751754760742},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5305331945419312},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4448179304599762},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44411152601242065},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4272821247577667},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4216599762439728},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.40415579080581665},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20433512330055237},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07711106538772583}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.8649090528488159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7084241509437561},{"id":"https://openalex.org/C154771677","wikidata":"https://www.wikidata.org/wiki/Q17098361","display_name":"K-SVD","level":3,"score":0.6437972187995911},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6230236887931824},{"id":"https://openalex.org/C2988886741","wikidata":"https://www.wikidata.org/wiki/Q25304494","display_name":"Dictionary learning","level":3,"score":0.615818440914154},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.550579309463501},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.541599452495575},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5378751754760742},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5305331945419312},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4448179304599762},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44411152601242065},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4272821247577667},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4216599762439728},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.40415579080581665},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20433512330055237},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07711106538772583},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ssp.2016.7551729","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssp.2016.7551729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Statistical Signal Processing Workshop (SSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01433627v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01433627","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ssp2016.tsc.uc3m.es","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/24397","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/24397","pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01433627v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01433627","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ssp2016.tsc.uc3m.es","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5282336820","display_name":"Bayesian Nonparametric Methods for Signal and Image Processing","funder_award_id":"ANR-13-BS03-0006","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1625086225","https://openalex.org/W1890834058","https://openalex.org/W1923938124","https://openalex.org/W2021498898","https://openalex.org/W2081411525","https://openalex.org/W2086962710","https://openalex.org/W2104827998","https://openalex.org/W2118990207","https://openalex.org/W2136233455","https://openalex.org/W2136514949","https://openalex.org/W2160547390","https://openalex.org/W3098360732","https://openalex.org/W6675713828","https://openalex.org/W6680224151"],"related_works":["https://openalex.org/W2509955295","https://openalex.org/W1778286912","https://openalex.org/W1987225540","https://openalex.org/W2152958724","https://openalex.org/W2099321050","https://openalex.org/W2116933539","https://openalex.org/W4245251483","https://openalex.org/W2008821896","https://openalex.org/W1992008660","https://openalex.org/W2034957211"],"abstract_inverted_index":{"Ill-posed":[0],"inverse":[1],"problems":[2],"call":[3],"for":[4,13],"adapted":[5,65],"models":[6],"to":[7,59,95],"define":[8],"relevant":[9],"solutions.":[10],"Dictionary":[11],"learning":[12,49],"sparse":[14],"representation":[15],"is":[16,29,51,82,89],"often":[17],"an":[18,64,103],"efficient":[19],"approach.":[20,115],"In":[21],"many":[22],"methods,":[23],"the":[24,27,34,79,96,111],"size":[25],"of":[26,67,98,113],"dictionary":[28,48,62],"fixed":[30],"in":[31],"advance":[32],"and":[33,71],"noise":[35,70],"level":[36],"as":[37,39],"well":[38],"regularization":[40],"parameters":[41,87],"need":[42],"some":[43],"tuning.":[44],"Indian":[45],"Buffet":[46],"process":[47],"(IBP-DL)":[50],"a":[52,61],"Bayesian":[53],"non":[54,84],"parametric":[55],"approach":[56,81],"which":[57],"permits":[58],"learn":[60],"with":[63],"number":[66],"atoms.":[68],"The":[69],"sparsity":[72],"levels":[73],"are":[74],"also":[75],"inferred":[76],"so":[77],"that":[78],"proposed":[80],"really":[83],"parametric:":[85],"no":[86],"tuning":[88],"needed.":[90],"This":[91],"work":[92],"adapts":[93],"IBP-DL":[94],"problem":[97],"image":[99],"inpainting":[100],"by":[101],"proposing":[102],"accelerated":[104],"collapsed":[105],"Gibbs":[106],"sampler.":[107],"Experimental":[108],"results":[109],"illustrate":[110],"relevance":[112],"this":[114]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}