{"id":"https://openalex.org/W4402754228","doi":"https://doi.org/10.1109/cvpr52733.2024.01619","title":"Region-Based Representations Revisited","display_name":"Region-Based Representations Revisited","publication_year":2024,"publication_date":"2024-06-16","ids":{"openalex":"https://openalex.org/W4402754228","doi":"https://doi.org/10.1109/cvpr52733.2024.01619"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr52733.2024.01619","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52733.2024.01619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","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/A5020086880","display_name":"Michal Shlapentokh-Rothman","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michal Shlapentokh-Rothman","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093875985","display_name":"Ansel Blume","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ansel Blume","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088168492","display_name":"Yao Xiao","orcid":"https://orcid.org/0000-0002-9071-7819"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao Xiao","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007554120","display_name":"Yuqun Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuqun Wu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041130310","display_name":"T V Sethuraman","orcid":"https://orcid.org/0009-0004-9246-8547"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sethuraman T V","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066594399","display_name":"Heyi Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heyi Tao","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369463","display_name":"Jaeyong Lee","orcid":"https://orcid.org/0000-0002-4469-7765"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jae Yong Lee","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026145310","display_name":"Wilfredo Torres","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wilfredo Torres","raw_affiliation_strings":["Reconstruct"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Reconstruct","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102952938","display_name":"Yu-Xiong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu-Xiong Wang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009682734","display_name":"Derek Hoiem","orcid":"https://orcid.org/0000-0001-6260-5708"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Derek Hoiem","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5020086880"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":14.8059,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98481406,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"17107","last_page":"17116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9976999759674072,"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":0.9944999814033508,"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/computer-science","display_name":"Computer science","score":0.5624492168426514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5624492168426514}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvpr52733.2024.01619","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52733.2024.01619","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3206965282","display_name":null,"funder_award_id":"23\u201312102","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W78159342","https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1555385401","https://openalex.org/W1861492603","https://openalex.org/W2030536784","https://openalex.org/W2031489346","https://openalex.org/W2056860348","https://openalex.org/W2066624635","https://openalex.org/W2081293863","https://openalex.org/W2088049833","https://openalex.org/W2104125540","https://openalex.org/W2108598243","https://openalex.org/W2110158442","https://openalex.org/W2110248298","https://openalex.org/W2112301665","https://openalex.org/W2118246710","https://openalex.org/W2119531662","https://openalex.org/W2121947440","https://openalex.org/W2125310925","https://openalex.org/W2155871590","https://openalex.org/W2507296351","https://openalex.org/W2538008885","https://openalex.org/W2594519801","https://openalex.org/W2737258237","https://openalex.org/W2998702515","https://openalex.org/W3035524453","https://openalex.org/W3096609285","https://openalex.org/W3110503160","https://openalex.org/W3159481202","https://openalex.org/W3172717135","https://openalex.org/W3211490618","https://openalex.org/W3213165621","https://openalex.org/W4312416140","https://openalex.org/W4312558481","https://openalex.org/W4312815172","https://openalex.org/W4312960937","https://openalex.org/W4313156423","https://openalex.org/W4319453767","https://openalex.org/W4324128075","https://openalex.org/W4366208220","https://openalex.org/W4379474533","https://openalex.org/W4382322597","https://openalex.org/W4386076222","https://openalex.org/W4386076522","https://openalex.org/W4390871944","https://openalex.org/W4390873847","https://openalex.org/W4390874575","https://openalex.org/W6620707391","https://openalex.org/W6755207826","https://openalex.org/W6791353385","https://openalex.org/W6797399245","https://openalex.org/W6838393215","https://openalex.org/W6849878650","https://openalex.org/W6850787431","https://openalex.org/W6851607685","https://openalex.org/W6851800889","https://openalex.org/W6853702739","https://openalex.org/W6996185213"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"We":[0,27],"investigate":[1],"whether":[2],"region-based":[3],"representations":[4],"are":[5,22,69],"effective":[6],"for":[7,49],"recognition.":[8],"Regions":[9],"were":[10],"once":[11],"a":[12,50],"mainstay":[13],"in":[14],"recognition":[15],"approaches,":[16],"but":[17],"pixel":[18],"and":[19,47,61,67,100],"patch-based":[20],"features":[21,68],"now":[23],"used":[24,48],"almost":[25],"exclusively.":[26],"show":[28],"that":[29,86],"recent":[30],"class-agnostic":[31],"segmenters":[32],"like":[33,43],"SAM":[34],"can":[35],"be":[36],"effectively":[37],"combined":[38],"with":[39,74],"strong":[40],"self-supervised":[41],"representations,":[42,72],"those":[44],"from":[45],"DINOv2,":[46],"wide":[51],"variety":[52],"of":[53],"tasks,":[54],"including":[55],"semantic":[56],"segmentation,":[57],"object-based":[58],"image":[59],"re-trieval,":[60],"multi-image":[62],"analysis.":[63],"Once":[64],"the":[65],"masks":[66],"extracted,":[70],"these":[71],"even":[73],"linear":[75],"decoders,":[76],"enable":[77],"competitive":[78],"performance,":[79],"making":[80],"them":[81,95],"well":[82],"suited":[83],"to":[84,97],"applications":[85],"require":[87],"custom":[88],"queries.":[89],"The":[90],"representations'":[91],"compactness":[92],"also":[93],"makes":[94],"well-suited":[96],"video":[98],"analysis":[99],"other":[101],"problems":[102],"requiring":[103],"inference":[104],"across":[105],"many":[106],"images.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}