{"id":"https://openalex.org/W2785889443","doi":"https://doi.org/10.1109/acii.2017.8273656","title":"Perceived emotion from images through deep neural networks","display_name":"Perceived emotion from images through deep neural networks","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2785889443","doi":"https://doi.org/10.1109/acii.2017.8273656","mag":"2785889443"},"language":"en","primary_location":{"id":"doi:10.1109/acii.2017.8273656","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii.2017.8273656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII)","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/A5074140704","display_name":"\u00c1lex Hern\u00e1ndez-Garc\u00eda","orcid":"https://orcid.org/0000-0002-5473-4507"},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Alex Hernandez-Garcia","raw_affiliation_strings":["Institute of Cognitive Science, University of Osnabr\u00fcck, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Cognitive Science, University of Osnabr\u00fcck, Germany","institution_ids":["https://openalex.org/I170658231"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5074140704"],"corresponding_institution_ids":["https://openalex.org/I170658231"],"apc_list":null,"apc_paid":null,"fwci":0.2731,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65957776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"566","last_page":"570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9926000237464905,"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"}},"topics":[{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9905999898910522,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7249225974082947},{"id":"https://openalex.org/keywords/stimulus","display_name":"Stimulus (psychology)","score":0.6806727647781372},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.573939859867096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.521510660648346},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.5189330577850342},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4740336239337921},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4697335660457611},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.4429805278778076},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.42569056153297424},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4182930886745453},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3783191442489624},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2567850351333618}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7249225974082947},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.6806727647781372},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.573939859867096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.521510660648346},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.5189330577850342},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4740336239337921},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4697335660457611},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.4429805278778076},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.42569056153297424},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4182930886745453},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3783191442489624},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2567850351333618},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acii.2017.8273656","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii.2017.8273656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W44741455","https://openalex.org/W46500007","https://openalex.org/W1482924542","https://openalex.org/W1484353406","https://openalex.org/W1511924373","https://openalex.org/W1520121841","https://openalex.org/W1989541640","https://openalex.org/W1994852517","https://openalex.org/W2001233357","https://openalex.org/W2003856922","https://openalex.org/W2009375902","https://openalex.org/W2019296211","https://openalex.org/W2027198019","https://openalex.org/W2042276900","https://openalex.org/W2048620911","https://openalex.org/W2063948594","https://openalex.org/W2067736047","https://openalex.org/W2076063813","https://openalex.org/W2088951041","https://openalex.org/W2098935012","https://openalex.org/W2102605133","https://openalex.org/W2102998034","https://openalex.org/W2108598243","https://openalex.org/W2108845151","https://openalex.org/W2112561920","https://openalex.org/W2114025269","https://openalex.org/W2117645142","https://openalex.org/W2118526556","https://openalex.org/W2136655611","https://openalex.org/W2143350951","https://openalex.org/W2181741066","https://openalex.org/W2186363412","https://openalex.org/W2186409800","https://openalex.org/W2195388612","https://openalex.org/W2278113816","https://openalex.org/W2347880541","https://openalex.org/W2430424407","https://openalex.org/W2493642124","https://openalex.org/W2552066052","https://openalex.org/W2579021393","https://openalex.org/W2580719207","https://openalex.org/W2587250014","https://openalex.org/W2588736771","https://openalex.org/W2919115771","https://openalex.org/W2951589678","https://openalex.org/W2953116260","https://openalex.org/W4230277160","https://openalex.org/W4285719527","https://openalex.org/W6601925561","https://openalex.org/W6645159912"],"related_works":["https://openalex.org/W3080495370","https://openalex.org/W4285597148","https://openalex.org/W2901531394","https://openalex.org/W4321599321","https://openalex.org/W1559262936","https://openalex.org/W2134707158","https://openalex.org/W2767348466","https://openalex.org/W2894458059","https://openalex.org/W2141728578","https://openalex.org/W4386211155"],"abstract_inverted_index":{"One":[0,61],"of":[1,4,12,48,58,62,73,85,102,146,154],"the":[2,9,25,27,46,49,56,59,63,67,86,143,150,155],"goals":[3],"affective":[5,133],"computing":[6],"is":[7,66],"predicting":[8],"emotional":[10],"response":[11],"people":[13],"elicited":[14],"by":[15,35,78],"multimedia":[16],"content.":[17],"Although":[18],"remarkable":[19],"steps":[20],"have":[21],"been":[22],"made":[23],"in":[24,93],"field,":[26],"problem":[28],"still":[29],"remains":[30],"open.":[31],"Emotions":[32],"are":[33,76,107],"conveyed":[34],"many":[36,84],"and":[37,149,152],"varied":[38],"factors,":[39],"from":[40],"very":[41],"low-level":[42],"cues,":[43],"such":[44,54],"as":[45,55],"colors":[47],"stimulus,":[50],"to":[51,109,116,121],"high-level":[52],"aspects,":[53],"semantics":[57],"scene.":[60],"main":[64],"challenges":[65],"fact":[68],"that":[69,89,140],"even":[70],"though":[71],"some":[72],"these":[74],"factors":[75],"known":[77],"neuro-scientists,":[79],"computer":[80],"scientists":[81],"or":[82],"artists,":[83],"stimulus":[87],"features":[88],"play":[90],"a":[91,118],"role":[92],"eliciting":[94],"emotion":[95],"probably":[96],"remain":[97],"unknown.":[98],"The":[99],"recent":[100],"success":[101],"deep":[103,128],"learning":[104],"methods,":[105],"which":[106],"able":[108],"automatically":[110],"learn":[111],"relevant":[112],"stimuli":[113],"representations,":[114],"seems":[115],"set":[117],"promising":[119],"path":[120],"follow.":[122],"Here":[123],"we":[124],"will":[125],"explore":[126],"new":[127],"neural":[129],"architectures":[130],"suitable":[131],"for":[132],"content":[134],"analysis,":[135],"together":[136],"with":[137],"semi-supervised":[138],"models":[139],"help":[141],"handle":[142],"relative":[144],"lack":[145],"available":[147],"data":[148],"uncertainty":[151],"subjectivity":[153],"annotations.":[156]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}