{"id":"https://openalex.org/W4312264488","doi":"https://doi.org/10.1007/978-3-031-19821-2_14","title":"Learn2Augment: Learning to\u00a0Composite Videos for\u00a0Data Augmentation in\u00a0Action Recognition","display_name":"Learn2Augment: Learning to\u00a0Composite Videos for\u00a0Data Augmentation in\u00a0Action Recognition","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312264488","doi":"https://doi.org/10.1007/978-3-031-19821-2_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-19821-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19821-2_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.ed.ac.uk/en/publications/ad827b59-955c-433e-9973-9244ac19cd2f","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041351493","display_name":"Shreyank N Gowda","orcid":"https://orcid.org/0000-0002-4975-0705"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shreyank N. Gowda","raw_affiliation_strings":["University of Edinburgh, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024481540","display_name":"Marcus Rohrbach","orcid":"https://orcid.org/0000-0001-5908-7751"},"institutions":[{"id":"https://openalex.org/I3197470489","display_name":"Alpha Omega Alpha Medical Honor Society","ror":"https://ror.org/057q9nn35","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I3197470489"]},{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcus Rohrbach","raw_affiliation_strings":["Meta AI, Menlo Park, USA"],"affiliations":[{"raw_affiliation_string":"Meta AI, Menlo Park, USA","institution_ids":["https://openalex.org/I3197470489","https://openalex.org/I4210099336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054936589","display_name":"Frank Keller","orcid":"https://orcid.org/0000-0002-8242-4362"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Frank Keller","raw_affiliation_strings":["University of Edinburgh, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076169111","display_name":"Laura Sevilla-Lara","orcid":"https://orcid.org/0000-0001-8276-0094"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Laura Sevilla-Lara","raw_affiliation_strings":["University of Edinburgh, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041351493"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.3648,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95363098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"242","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9977999925613403,"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":0.9926000237464905,"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":0.8484362363815308},{"id":"https://openalex.org/keywords/compositing","display_name":"Compositing","score":0.7653892636299133},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6929277181625366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6140762567520142},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6120311617851257},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.49250587821006775},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4787439703941345},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34795743227005005},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1921190619468689},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.112606942653656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8484362363815308},{"id":"https://openalex.org/C129315195","wikidata":"https://www.wikidata.org/wiki/Q1121886","display_name":"Compositing","level":3,"score":0.7653892636299133},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6929277181625366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6140762567520142},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6120311617851257},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.49250587821006775},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4787439703941345},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34795743227005005},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1921190619468689},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.112606942653656},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-19821-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19821-2_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/ad827b59-955c-433e-9973-9244ac19cd2f","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/ad827b59-955c-433e-9973-9244ac19cd2f","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Narayana Gowda, S, Rohrbach, M, Keller, F & Sevilla-Lara, L 2022, Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition. in S Avidan, G Brostow, M Ciss\u00e9, G M Farinella & T Hassner (eds), Computer Vision \u2013 ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23\u201327, 2022, Proceedings, Part XXXI. Lecture Notes in Computer Science, vol. 13691, European Conference on Computer Vision 2022, Tel Aviv, Israel, 23/10/22. https://doi.org/10.1007/978-3-031-19821-2_14","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.ed.ac.uk:openaire/ad827b59-955c-433e-9973-9244ac19cd2f","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/ad827b59-955c-433e-9973-9244ac19cd2f","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Narayana Gowda, S, Rohrbach, M, Keller, F & Sevilla-Lara, L 2022, Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition. in S Avidan, G Brostow, M Ciss\u00e9, G M Farinella & T Hassner (eds), Computer Vision \u2013 ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23\u201327, 2022, Proceedings, Part XXXI. Lecture Notes in Computer Science, vol. 13691, European Conference on Computer Vision 2022, Tel Aviv, Israel, 23/10/22. https://doi.org/10.1007/978-3-031-19821-2_14","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2016053056","https://openalex.org/W2108598243","https://openalex.org/W2119717200","https://openalex.org/W2126579184","https://openalex.org/W2145494108","https://openalex.org/W2156432134","https://openalex.org/W2302255633","https://openalex.org/W2604262106","https://openalex.org/W2605035112","https://openalex.org/W2798365772","https://openalex.org/W2798592524","https://openalex.org/W2949736877","https://openalex.org/W2963150697","https://openalex.org/W2963524571","https://openalex.org/W2981952041","https://openalex.org/W2992308087","https://openalex.org/W2996501936","https://openalex.org/W3004505825","https://openalex.org/W3091002423","https://openalex.org/W3093099460","https://openalex.org/W3095374178","https://openalex.org/W3116529608","https://openalex.org/W3118508703","https://openalex.org/W3173271747","https://openalex.org/W3175558068","https://openalex.org/W3177141386","https://openalex.org/W3185605671","https://openalex.org/W3191973200","https://openalex.org/W6600160247","https://openalex.org/W6600488088","https://openalex.org/W6602894269","https://openalex.org/W6603835181","https://openalex.org/W6607687417","https://openalex.org/W6817527648","https://openalex.org/W6847397134"],"related_works":["https://openalex.org/W2098628853","https://openalex.org/W4242350840","https://openalex.org/W2363688420","https://openalex.org/W2488155886","https://openalex.org/W2052474806","https://openalex.org/W2294464347","https://openalex.org/W2164409281","https://openalex.org/W2106584184","https://openalex.org/W1969310630","https://openalex.org/W2551337514"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}