{"id":"https://openalex.org/W4289668441","doi":"https://doi.org/10.1007/978-3-031-13324-4_2","title":"A Survey on Few-Shot Techniques in the Context of Computer Vision Applications Based on Deep Learning","display_name":"A Survey on Few-Shot Techniques in the Context of Computer Vision Applications Based on Deep Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4289668441","doi":"https://doi.org/10.1007/978-3-031-13324-4_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-13324-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-13324-4_2","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076465354","display_name":"Miguel G. San-Emeterio","orcid":"https://orcid.org/0000-0001-7317-6267"},"institutions":[{"id":"https://openalex.org/I4210109699","display_name":"Atos (Spain)","ror":"https://ror.org/01kxqsy59","country_code":"ES","type":"company","lineage":["https://openalex.org/I170138621","https://openalex.org/I4210109699"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Miguel G. San-Emeterio","raw_affiliation_strings":["Atos Research and Innovation, 28037, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Atos Research and Innovation, 28037, Madrid, Spain","institution_ids":["https://openalex.org/I4210109699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5076465354"],"corresponding_institution_ids":["https://openalex.org/I4210109699"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2826,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64309547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"14","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994000196456909,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994000196456909,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8844600915908813},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6544963121414185},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6252989172935486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.614488422870636},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6139675378799438},{"id":"https://openalex.org/keywords/one-shot","display_name":"One shot","score":0.4378758668899536},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.4231563210487366},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38775622844696045},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35089564323425293},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32297980785369873}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8844600915908813},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6544963121414185},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6252989172935486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.614488422870636},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6139675378799438},{"id":"https://openalex.org/C2992734406","wikidata":"https://www.wikidata.org/wiki/Q413267","display_name":"One shot","level":2,"score":0.4378758668899536},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.4231563210487366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38775622844696045},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35089564323425293},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32297980785369873},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-13324-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-13324-4_2","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:dsp.tecnalia.com:11556/8025","is_oa":false,"landing_page_url":"https://hdl.handle.net/11556/8025","pdf_url":null,"source":{"id":"https://openalex.org/S4306402037","display_name":"TECNALIA Publications (Fundaci\u00f3n TECNALIA Research & Innovation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210113430","host_organization_name":"Tecnalia","host_organization_lineage":["https://openalex.org/I4210113430"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference output"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.800000011920929,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2021354639","https://openalex.org/W2096733369","https://openalex.org/W2117539524","https://openalex.org/W2127589108","https://openalex.org/W2157364932","https://openalex.org/W2194321275","https://openalex.org/W2565684601","https://openalex.org/W2890499605","https://openalex.org/W2962999716","https://openalex.org/W2963037989","https://openalex.org/W2963466847","https://openalex.org/W2969985801","https://openalex.org/W2975317124","https://openalex.org/W2977737988","https://openalex.org/W3034314470","https://openalex.org/W3034942609","https://openalex.org/W3035982802","https://openalex.org/W3041133507","https://openalex.org/W3091905774","https://openalex.org/W3093565638","https://openalex.org/W3108255684","https://openalex.org/W3150950757","https://openalex.org/W3157813449","https://openalex.org/W3192033685","https://openalex.org/W3201877514","https://openalex.org/W3206119300","https://openalex.org/W3214544269","https://openalex.org/W4200096292","https://openalex.org/W4200346982","https://openalex.org/W4205437180","https://openalex.org/W4210380580","https://openalex.org/W4312235843","https://openalex.org/W4312424618","https://openalex.org/W6600103761","https://openalex.org/W6600480908","https://openalex.org/W6600763685","https://openalex.org/W6601065604","https://openalex.org/W6717697761","https://openalex.org/W6808852957"],"related_works":["https://openalex.org/W4321369474","https://openalex.org/W4312417841","https://openalex.org/W2731899572","https://openalex.org/W3133861977","https://openalex.org/W4381487685","https://openalex.org/W3021430260","https://openalex.org/W2337926734","https://openalex.org/W3136076031","https://openalex.org/W4366224123","https://openalex.org/W4320802194"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-16T09:10:04.655348","created_date":"2025-10-10T00:00:00"}
