{"id":"https://openalex.org/W3133235969","doi":"https://doi.org/10.1007/978-3-030-68780-9_56","title":"CNN Depression Severity Level Estimation from Upper Body vs. Face-Only Images","display_name":"CNN Depression Severity Level Estimation from Upper Body vs. Face-Only Images","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3133235969","doi":"https://doi.org/10.1007/978-3-030-68780-9_56","mag":"3133235969"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-68780-9_56","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68780-9_56","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/A5065059492","display_name":"Dua\u2019a Ahmad","orcid":"https://orcid.org/0000-0002-3389-5934"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Dua\u2019a Ahmad","raw_affiliation_strings":["Human-Centred Technology Research Centre, Faculty of Science and Technology, University of Canberra, Canberra, Australia","University of Canberra"],"raw_orcid":"https://orcid.org/0000-0002-3389-5934","affiliations":[{"raw_affiliation_string":"Human-Centred Technology Research Centre, Faculty of Science and Technology, University of Canberra, Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]},{"raw_affiliation_string":"University of Canberra","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046144886","display_name":"Roland Goecke","orcid":"https://orcid.org/0000-0003-2279-7041"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Roland Goecke","raw_affiliation_strings":["Human-Centred Technology Research Centre, Faculty of Science and Technology, University of Canberra, Canberra, Australia","University of Canberra"],"raw_orcid":"https://orcid.org/0000-0003-2279-7041","affiliations":[{"raw_affiliation_string":"Human-Centred Technology Research Centre, Faculty of Science and Technology, University of Canberra, Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]},{"raw_affiliation_string":"University of Canberra","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074356846","display_name":"James Ireland","orcid":"https://orcid.org/0000-0003-4032-2672"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"James Ireland","raw_affiliation_strings":["Human-Centred Technology Research Centre, Faculty of Science and Technology, University of Canberra, Canberra, Australia","University of Canberra"],"raw_orcid":"https://orcid.org/0000-0003-4032-2672","affiliations":[{"raw_affiliation_string":"Human-Centred Technology Research Centre, Faculty of Science and Technology, University of Canberra, Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]},{"raw_affiliation_string":"University of Canberra","institution_ids":["https://openalex.org/I188329596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046144886","https://openalex.org/A5065059492","https://openalex.org/A5074356846"],"corresponding_institution_ids":["https://openalex.org/I188329596"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.8629,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86622604,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"744","last_page":"758"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11094","display_name":"Face Recognition and Perception","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7953765392303467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7709242105484009},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6779805421829224},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6096934676170349},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.5594221353530884},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.5552550554275513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5313129425048828},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3628609776496887},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3627815842628479}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7953765392303467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7709242105484009},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6779805421829224},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6096934676170349},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.5594221353530884},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.5552550554275513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5313129425048828},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3628609776496887},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3627815842628479},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-68780-9_56","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68780-9_56","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W630965576","https://openalex.org/W633061966","https://openalex.org/W1488266690","https://openalex.org/W1938632486","https://openalex.org/W1964724216","https://openalex.org/W1970133878","https://openalex.org/W1976066595","https://openalex.org/W1988653510","https://openalex.org/W2013993289","https://openalex.org/W2018988971","https://openalex.org/W2038422711","https://openalex.org/W2047829051","https://openalex.org/W2056403322","https://openalex.org/W2063807172","https://openalex.org/W2093020897","https://openalex.org/W2096976598","https://openalex.org/W2121358117","https://openalex.org/W2122865416","https://openalex.org/W2125462608","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2210634630","https://openalex.org/W2231475797","https://openalex.org/W2536149742","https://openalex.org/W2558919063","https://openalex.org/W2593853439","https://openalex.org/W2800833042","https://openalex.org/W2803017656","https://openalex.org/W2911408847","https://openalex.org/W2917875268","https://openalex.org/W2944519268","https://openalex.org/W2962762902","https://openalex.org/W2962835968","https://openalex.org/W2962858109","https://openalex.org/W2963446712","https://openalex.org/W2969522137","https://openalex.org/W2978855205","https://openalex.org/W2981677410","https://openalex.org/W3021152812","https://openalex.org/W3029036868","https://openalex.org/W3033318056","https://openalex.org/W3034674374","https://openalex.org/W3216108096","https://openalex.org/W4247665917","https://openalex.org/W4249000616","https://openalex.org/W4310300356"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2537963312","https://openalex.org/W2537762514","https://openalex.org/W2349788282","https://openalex.org/W577271088","https://openalex.org/W2120801881","https://openalex.org/W1982853263","https://openalex.org/W1974473538","https://openalex.org/W2020010749","https://openalex.org/W4206297952"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}