{"id":"https://openalex.org/W3211033922","doi":"https://doi.org/10.1109/tpami.2021.3123902","title":"Self-Supervised Human Detection and Segmentation via Background Inpainting","display_name":"Self-Supervised Human Detection and Segmentation via Background Inpainting","publication_year":2021,"publication_date":"2021-10-29","ids":{"openalex":"https://openalex.org/W3211033922","doi":"https://doi.org/10.1109/tpami.2021.3123902","mag":"3211033922","pmid":"https://pubmed.ncbi.nlm.nih.gov/34714741"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2021.3123902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2021.3123902","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5050886172","display_name":"Isinsu Katircioglu","orcid":"https://orcid.org/0000-0002-2192-1824"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Isinsu Katircioglu","raw_affiliation_strings":["Computer Vision Laboratory, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-2192-1824","affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058949470","display_name":"Helge Rhodin","orcid":"https://orcid.org/0000-0003-2692-0801"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Helge Rhodin","raw_affiliation_strings":["Computer Vision Lab and the Imager Lab, University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2692-0801","affiliations":[{"raw_affiliation_string":"Computer Vision Lab and the Imager Lab, University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103022540","display_name":"Victor Constantin","orcid":"https://orcid.org/0000-0002-7825-9763"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Victor Constantin","raw_affiliation_strings":["Computer Vision Laboratory, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-7825-9763","affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067620626","display_name":"J\u00f6rg Sp\u00f6rri","orcid":"https://orcid.org/0000-0002-0353-1021"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210124057","display_name":"Universit\u00e4tsklinik Balgrist","ror":"https://ror.org/02yzaka98","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210124057"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jorg Sporri","raw_affiliation_strings":["Department of Orthopaedics, Balgrist University Hospital, University of Zurich, Z&#x00FC;rich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-0353-1021","affiliations":[{"raw_affiliation_string":"Department of Orthopaedics, Balgrist University Hospital, University of Zurich, Z&#x00FC;rich, Switzerland","institution_ids":["https://openalex.org/I202697423","https://openalex.org/I4210124057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049300388","display_name":"Mathieu Salzmann","orcid":"https://orcid.org/0000-0002-8347-8637"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mathieu Salzmann","raw_affiliation_strings":["Computer Vision Laboratory, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-8347-8637","affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038674741","display_name":"Pascal Fua","orcid":"https://orcid.org/0000-0002-6702-9970"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pascal Fua","raw_affiliation_strings":["Computer Vision Laboratory, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-6702-9970","affiliations":[{"raw_affiliation_string":"Computer Vision Laboratory, &#x00C9;cole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.906,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.73567875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"44","issue":"12","first_page":"9574","last_page":"9588"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994999766349792,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994999766349792,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9993000030517578,"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":0.998199999332428,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8285863995552063},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8137736320495605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7748254537582397},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6472902297973633},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6079586744308472},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.564683198928833},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.5397065877914429},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.5371459722518921},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.508548378944397},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5082852244377136},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4976048767566681},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4598349928855896},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4505593478679657},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.44178706407546997},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22478845715522766},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.18321526050567627}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8285863995552063},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8137736320495605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7748254537582397},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6472902297973633},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6079586744308472},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.564683198928833},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.5397065877914429},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.5371459722518921},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.508548378944397},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5082852244377136},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4976048767566681},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4598349928855896},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4505593478679657},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.44178706407546997},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22478845715522766},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.18321526050567627},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1109/tpami.2021.3123902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2021.3123902","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:34714741","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34714741","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:pub.uni-bielefeld.de:2991919","is_oa":false,"landing_page_url":"https://pub.uni-bielefeld.de/record/2991919","pdf_url":null,"source":{"id":"https://openalex.org/S4306401671","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"http://purl.org/coar/resource_type/c_6501"},{"id":"pmh:oai:pub.uni-bielefeld.de:2992673","is_oa":false,"landing_page_url":"https://pub.uni-bielefeld.de/record/2992673","pdf_url":null,"source":{"id":"https://openalex.org/S4306401671","display_name":"PUB \u2013 Publications at Bielefeld University (Bielefeld University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20121455","host_organization_name":"Bielefeld University","host_organization_lineage":["https://openalex.org/I20121455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"http://purl.org/coar/resource_type/c_6501"},{"id":"pmh:oai:www.zora.uzh.ch:212493","is_oa":false,"landing_page_url":"https://www.zora.uzh.ch/212493","pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Katircioglu, Isinsu; Rhodin, Helge; Constantin, Victor; Sp\u00f6rri, J\u00f6rg; Salzmann, Mathieu; Fua, Pascal (2022). Self-supervised Human Detection and Segmentation via Background Inpainting. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(12):9574-9588.","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":84,"referenced_works":["https://openalex.org/W9584637","https://openalex.org/W603908379","https://openalex.org/W1513100184","https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W1919709169","https://openalex.org/W1954128991","https://openalex.org/W1989348325","https://openalex.org/W2046765929","https://openalex.org/W2063471322","https://openalex.org/W2101032778","https://openalex.org/W2113708607","https://openalex.org/W2119717200","https://openalex.org/W2127070222","https://openalex.org/W2147632348","https://openalex.org/W2161236525","https://openalex.org/W2194775991","https://openalex.org/W2197046994","https://openalex.org/W2212077366","https://openalex.org/W2322739735","https://openalex.org/W2327562811","https://openalex.org/W2329995605","https://openalex.org/W2470139095","https://openalex.org/W2547875792","https://openalex.org/W2560474170","https://openalex.org/W2566030665","https://openalex.org/W2575671312","https://openalex.org/W2610147486","https://openalex.org/W2737008123","https://openalex.org/W2739073320","https://openalex.org/W2798991696","https://openalex.org/W2887420797","https://openalex.org/W2890853604","https://openalex.org/W2894890793","https://openalex.org/W2895340898","https://openalex.org/W2903585023","https://openalex.org/W2946952476","https://openalex.org/W2947897713","https://openalex.org/W2952484912","https://openalex.org/W2952793010","https://openalex.org/W2955084925","https://openalex.org/W2957408986","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963177347","https://openalex.org/W2963408063","https://openalex.org/W2963420272","https://openalex.org/W2963475767","https://openalex.org/W2963548592","https://openalex.org/W2963782415","https://openalex.org/W2963859909","https://openalex.org/W2963878474","https://openalex.org/W2963983744","https://openalex.org/W2964179555","https://openalex.org/W2964226882","https://openalex.org/W2964700958","https://openalex.org/W2981342784","https://openalex.org/W2997166244","https://openalex.org/W2999417551","https://openalex.org/W3035295069","https://openalex.org/W3043547428","https://openalex.org/W3094664776","https://openalex.org/W3099392664","https://openalex.org/W3102207024","https://openalex.org/W3104844437","https://openalex.org/W3106773277","https://openalex.org/W3108043693","https://openalex.org/W3108819577","https://openalex.org/W3108938809","https://openalex.org/W3110030584","https://openalex.org/W3117097536","https://openalex.org/W4254765761","https://openalex.org/W4288346431","https://openalex.org/W6618372016","https://openalex.org/W6639102338","https://openalex.org/W6639824700","https://openalex.org/W6702162793","https://openalex.org/W6729448088","https://openalex.org/W6742282494","https://openalex.org/W6752279500","https://openalex.org/W6763293846","https://openalex.org/W6763331980","https://openalex.org/W6763612067","https://openalex.org/W6772619266"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2372421320","https://openalex.org/W2057775483","https://openalex.org/W2041871225","https://openalex.org/W2386644571","https://openalex.org/W2387793296","https://openalex.org/W1558398159","https://openalex.org/W2371519352"],"abstract_inverted_index":{"While":[0],"supervised":[1],"object":[2,66,92,138],"detection":[3,40,146],"and":[4,41,68,74,147,159],"segmentation":[5,42,67,110,148],"methods":[6],"achieve":[7],"impressive":[8],"accuracy,":[9],"they":[10,22],"generalize":[11],"poorly":[12],"to":[13,106,132,144],"images":[14,49,150],"whose":[15],"appearance":[16],"significantly":[17],"differs":[18],"from":[19,84,154],"the":[20,57,63,90,115,119,130,134],"data":[21,32],"have":[23],"been":[24],"trained":[25],"on.":[26],"To":[27,112],"address":[28],"this":[29,96],"when":[30],"annotating":[31],"is":[33],"prohibitively":[34],"expensive,":[35],"we":[36,104,121],"introduce":[37],"a":[38,52,99,108,123],"self-supervised":[39,100,162],"approach":[43,61],"that":[44,65,103,128,151],"can":[45,81],"work":[46],"with":[47],"single":[48],"captured":[50],"by":[51],"potentially":[53],"moving":[54,91],"camera.":[55],"At":[56],"heart":[58],"of":[59,118,137,156],"our":[60,142],"lies":[62],"observation":[64],"background":[69,79],"reconstruction":[70],"are":[71],"linked":[72],"tasks,":[73],"that,":[75],"for":[76,114],"structured":[77],"scenes,":[78],"regions":[80,88],"be":[82],"re-synthesized":[83],"their":[85],"surroundings,":[86],"whereas":[87],"depicting":[89],"cannot.":[93],"We":[94,140],"encode":[95],"intuition":[97],"into":[98],"loss":[101],"function":[102],"exploit":[105],"train":[107],"proposal-based":[109],"network.":[111],"account":[113],"discrete":[116],"nature":[117],"proposals,":[120],"develop":[122],"Monte":[124],"Carlo-based":[125],"training":[126],"strategy":[127],"allows":[129],"algorithm":[131],"explore":[133],"large":[135],"space":[136],"proposals.":[139],"apply":[141],"method":[143],"human":[145],"in":[149],"visually":[152],"depart":[153],"those":[155],"standard":[157],"benchmarks":[158],"outperform":[160],"existing":[161],"methods.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
