{"id":"https://openalex.org/W1919709169","doi":"https://doi.org/10.1109/cvpr.2015.7298724","title":"Unsupervised object discovery and localization in the wild: Part-based matching with bottom-up region proposals","display_name":"Unsupervised object discovery and localization in the wild: Part-based matching with bottom-up region proposals","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1919709169","doi":"https://doi.org/10.1109/cvpr.2015.7298724","mag":"1919709169"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2015.7298724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01110036/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101998656","display_name":"Minsu Cho","orcid":"https://orcid.org/0000-0003-2498-1109"},"institutions":[{"id":"https://openalex.org/I4210103330","display_name":"\u00c9cole Normale Sup\u00e9rieure","ror":"https://ror.org/01dp7jr64","country_code":"BI","type":"education","lineage":["https://openalex.org/I4210103330"]}],"countries":["BI"],"is_corresponding":false,"raw_author_name":"Minsu Cho","raw_affiliation_strings":["Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure","Models of visual object recognition and scene understanding"],"affiliations":[{"raw_affiliation_string":"Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure","institution_ids":["https://openalex.org/I4210103330"]},{"raw_affiliation_string":"Models of visual object recognition and scene understanding","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060343759","display_name":"Suha Kwak","orcid":"https://orcid.org/0000-0002-4567-9091"},"institutions":[{"id":"https://openalex.org/I4210103330","display_name":"\u00c9cole Normale Sup\u00e9rieure","ror":"https://ror.org/01dp7jr64","country_code":"BI","type":"education","lineage":["https://openalex.org/I4210103330"]}],"countries":["BI"],"is_corresponding":false,"raw_author_name":"Suha Kwak","raw_affiliation_strings":["Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure","Models of visual object recognition and scene understanding"],"affiliations":[{"raw_affiliation_string":"Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure","institution_ids":["https://openalex.org/I4210103330"]},{"raw_affiliation_string":"Models of visual object recognition and scene understanding","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109890544","display_name":"Cordelia Schmid","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cordelia Schmid","raw_affiliation_strings":["Learning and recognition in vision"],"affiliations":[{"raw_affiliation_string":"Learning and recognition in vision","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111964058","display_name":"Jean Ponce","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103330","display_name":"\u00c9cole Normale Sup\u00e9rieure","ror":"https://ror.org/01dp7jr64","country_code":"BI","type":"education","lineage":["https://openalex.org/I4210103330"]}],"countries":["BI"],"is_corresponding":false,"raw_author_name":"Jean Ponce","raw_affiliation_strings":["Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure","Models of visual object recognition and scene understanding"],"affiliations":[{"raw_affiliation_string":"Models of visual object recognition and scene understanding","institution_ids":[]},{"raw_affiliation_string":"Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure","institution_ids":["https://openalex.org/I4210103330"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":232,"citation_normalized_percentile":{"value":0.963312,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9996,"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":0.9996,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9995,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9992,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/bounding-overwatch","display_name":"Bounding overwatch","score":0.5939796},{"id":"https://openalex.org/keywords/hough-transform","display_name":"Hough Transform","score":0.48870873},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.44974875}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6964481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.69208395},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6565905},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.5939796},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5919833},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.56989473},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5662525},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5487677},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5193904},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5139251},{"id":"https://openalex.org/C200518788","wikidata":"https://www.wikidata.org/wiki/Q195076","display_name":"Hough transform","level":3,"score":0.48870873},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.44974875},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.43481213},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42092174},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39761448},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22409886},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2015.7298724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-01110036","pdf_url":"https://inria.hal.science/hal-01110036/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-01110036/file/cho2015.pdf","pdf_url":"https://hal.inria.fr/hal-01110036/file/cho2015.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-01110036v3/file/cho2015.pdf","pdf_url":"https://hal.inria.fr/hal-01110036v3/file/cho2015.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.689.4270","pdf_url":"https://hal.inria.fr/hal-01110036/document/","source":{"id":"https://openalex.org/S4306400349","display_name":"CiteSeer X (The Pennsylvania State University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I130769515","host_organization_name":"Pennsylvania State University","host_organization_lineage":["https://openalex.org/I130769515"],"host_organization_lineage_names":["Pennsylvania State University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-01110036v3/document","pdf_url":"https://hal.inria.fr/hal-01110036v3/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-01110036","pdf_url":"https://inria.hal.science/hal-01110036/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.42}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":59,"referenced_works":["https://openalex.org/W1032684693","https://openalex.org/W1575299770","https://openalex.org/W1590510366","https://openalex.org/W1635155787","https://openalex.org/W1952794764","https://openalex.org/W1963920598","https://openalex.org/W1964884769","https://openalex.org/W1966601141","https://openalex.org/W1970899458","https://openalex.org/W1977470347","https://openalex.org/W1995444699","https://openalex.org/W1996140089","https://openalex.org/W2016016818","https://openalex.org/W2020477327","https://openalex.org/W2030536784","https://openalex.org/W2037227137","https://openalex.org/W2053410789","https://openalex.org/W2057429958","https://openalex.org/W2066624635","https://openalex.org/W2079267072","https://openalex.org/W2086052791","https://openalex.org/W2088049833","https://openalex.org/W2090518410","https://openalex.org/W2099528205","https://openalex.org/W2102605133","https://openalex.org/W2105628432","https://openalex.org/W2106255337","https://openalex.org/W2107200795","https://openalex.org/W2108598243","https://openalex.org/W2110929154","https://openalex.org/W2111650570","https://openalex.org/W2112301665","https://openalex.org/W2112343299","https://openalex.org/W2118802082","https://openalex.org/W2119474464","https://openalex.org/W2120369594","https://openalex.org/W2121660792","https://openalex.org/W2139468722","https://openalex.org/W2142726150","https://openalex.org/W2144526807","https://openalex.org/W2154583877","https://openalex.org/W2154956324","https://openalex.org/W2157244733","https://openalex.org/W2157629193","https://openalex.org/W2160847065","https://openalex.org/W2161969291","https://openalex.org/W2168356304","https://openalex.org/W2171706135","https://openalex.org/W2179146407","https://openalex.org/W2186094539","https://openalex.org/W22745672","https://openalex.org/W2295160225","https://openalex.org/W2406442301","https://openalex.org/W2952072685","https://openalex.org/W3150717011","https://openalex.org/W318792885","https://openalex.org/W3206963310","https://openalex.org/W82130502","https://openalex.org/W95926497"],"related_works":["https://openalex.org/W4390524233","https://openalex.org/W4287027631","https://openalex.org/W4237171675","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W3192357901","https://openalex.org/W3036286480","https://openalex.org/W2952736415","https://openalex.org/W2883297582","https://openalex.org/W2387360586"],"abstract_inverted_index":{"This":[0,39],"paper":[1],"addresses":[2],"unsupervised":[3],"discovery":[4,55,158],"and":[5,56,80,106,113,122,154],"localization":[6,50,57],"of":[7,21,34,74,119,149],"dominant":[8,37],"objects":[9,79,110],"from":[10],"a":[11,35,60,72,91],"noisy":[12],"image":[13],"collection":[14],"with":[15],"multiple":[16],"object":[17,81,157],"classes.":[18],"The":[19],"setting":[20],"this":[22],"problem":[23,58],"is":[24,40],"fully":[25],"unsupervised,":[26],"without":[27],"even":[28],"image-level":[29],"annotations":[30],"or":[31,48],"any":[32],"assumption":[33],"single":[36],"class.":[38],"far":[41],"more":[42],"general":[43],"than":[44],"typical":[45],"colocalization,":[46,153],"cosegmentation,":[47],"weakly-supervised":[49],"tasks.":[51],"We":[52,65],"tackle":[53],"the":[54,97,117,141,146,150],"using":[59,90],"part-based":[61],"region":[62,68],"matching":[63],"approach:":[64],"use":[66],"off-the-shelf":[67],"proposals":[69],"to":[70],"form":[71],"set":[73],"candidate":[75,101,120],"bounding":[76],"boxes":[77],"for":[78,99],"parts.":[82],"These":[83],"regions":[84,121,130],"are":[85,111],"efficiently":[86],"matched":[87],"across":[88],"images":[89],"probabilistic":[92],"Hough":[93],"transform":[94],"that":[95,125,140],"evaluates":[96],"confidence":[98],"each":[100],"correspondence":[102],"considering":[103],"both":[104],"appearance":[105],"spatial":[107],"consistency.":[108],"Dominant":[109],"discovered":[112],"localized":[114],"by":[115],"comparing":[116],"scores":[118],"selecting":[123],"those":[124],"stand":[126],"out":[127],"over":[128],"other":[129],"containing":[131],"them.":[132],"Extensive":[133],"experimental":[134],"evaluations":[135],"on":[136],"standard":[137],"benchmarks":[138],"demonstrate":[139],"proposed":[142],"approach":[143],"significantly":[144],"outperforms":[145],"current":[147],"state":[148],"art":[151],"in":[152,159],"achieves":[155],"robust":[156],"challenging":[160],"mixed-class":[161],"datasets.":[162]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1919709169","counts_by_year":[{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":32},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":38},{"year":2018,"cited_by_count":26},{"year":2017,"cited_by_count":25},{"year":2016,"cited_by_count":29},{"year":2015,"cited_by_count":6}],"updated_date":"2025-04-22T17:15:35.320986","created_date":"2016-06-24"}