{"id":"https://openalex.org/W1988518090","doi":"https://doi.org/10.1007/s11042-015-2598-1","title":"Effective semantic features for facial expressions recognition using SVM","display_name":"Effective semantic features for facial expressions recognition using SVM","publication_year":2015,"publication_date":"2015-04-16","ids":{"openalex":"https://openalex.org/W1988518090","doi":"https://doi.org/10.1007/s11042-015-2598-1","mag":"1988518090"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-015-2598-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-015-2598-1","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5041417678","display_name":"Chen-Chiung Hsieh","orcid":"https://orcid.org/0000-0002-7716-7306"},"institutions":[{"id":"https://openalex.org/I65196183","display_name":"Tatung University","ror":"https://ror.org/030m18266","country_code":"TW","type":"education","lineage":["https://openalex.org/I65196183"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chen-Chiung Hsieh","raw_affiliation_strings":["Department of Computer Science and Engineering, Tatung University, No. 40, Sec. 3, Jhongshan N. Rd., Taipei 104, Taiwan, Republic of China","Department of Computer Science and Engineering, Tatung University, Taipei 104, Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Tatung University, No. 40, Sec. 3, Jhongshan N. Rd., Taipei 104, Taiwan, Republic of China","institution_ids":["https://openalex.org/I65196183"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Tatung University, Taipei 104, Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068773373","display_name":"Mei-Hua Hsih","orcid":null},"institutions":[{"id":"https://openalex.org/I65196183","display_name":"Tatung University","ror":"https://ror.org/030m18266","country_code":"TW","type":"education","lineage":["https://openalex.org/I65196183"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Mei-Hua Hsih","raw_affiliation_strings":["Department of Industrial Design, Tatung University, No. 40, Sec. 3, Jhongshan N. Rd., Taipei 104, Taiwan, Republic of China","Department of Industrial Design, Tatung University, Taipei 104, Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Design, Tatung University, No. 40, Sec. 3, Jhongshan N. Rd., Taipei 104, Taiwan, Republic of China","institution_ids":["https://openalex.org/I65196183"]},{"raw_affiliation_string":"Department of Industrial Design, Tatung University, Taipei 104, Republic of China","institution_ids":["https://openalex.org/I65196183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072513448","display_name":"Meng-Kai Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I65196183","display_name":"Tatung University","ror":"https://ror.org/030m18266","country_code":"TW","type":"education","lineage":["https://openalex.org/I65196183"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Meng-Kai Jiang","raw_affiliation_strings":["Department of Computer Science and Engineering, Tatung University, No. 40, Sec. 3, Jhongshan N. Rd., Taipei 104, Taiwan, Republic of China","Department of Computer Science and Engineering, Tatung University, Taipei 104, Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Tatung University, No. 40, Sec. 3, Jhongshan N. Rd., Taipei 104, Taiwan, Republic of China","institution_ids":["https://openalex.org/I65196183"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Tatung University, Taipei 104, Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014053745","display_name":"Yun-Maw Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I65196183","display_name":"Tatung University","ror":"https://ror.org/030m18266","country_code":"TW","type":"education","lineage":["https://openalex.org/I65196183"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yun-Maw Cheng","raw_affiliation_strings":["Department of Computer Science and Engineering, Tatung University, No. 40, Sec. 3, Jhongshan N. Rd., Taipei 104, Taiwan, Republic of China","Department of Computer Science and Engineering, Tatung University, Taipei 104, Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Tatung University, No. 40, Sec. 3, Jhongshan N. Rd., Taipei 104, Taiwan, Republic of China","institution_ids":["https://openalex.org/I65196183"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Tatung University, Taipei 104, Republic of China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058303995","display_name":"En-Hui Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I107470533","display_name":"Tamkang University","ror":"https://ror.org/04tft4718","country_code":"TW","type":"education","lineage":["https://openalex.org/I107470533"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"En-Hui Liang","raw_affiliation_strings":["Department of Information Management, Tamkang University, No.151, Yingzhuan Rd. Tamsui Dist., New Taipei City, 25137, Taiwan","Department of Information Management, Tamkang University, New Taipei City, Taiwan 25137#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Tamkang University, No.151, Yingzhuan Rd. Tamsui Dist., New Taipei City, 25137, Taiwan","institution_ids":["https://openalex.org/I107470533"]},{"raw_affiliation_string":"Department of Information Management, Tamkang University, New Taipei City, Taiwan 25137#TAB#","institution_ids":["https://openalex.org/I107470533"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041417678"],"corresponding_institution_ids":["https://openalex.org/I65196183"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":3.5559,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.93718207,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"75","issue":"11","first_page":"6663","last_page":"6682"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.994700014591217,"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/T10057","display_name":"Face and Expression Recognition","score":0.994700014591217,"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/T11448","display_name":"Face recognition and analysis","score":0.9940000176429749,"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":0.9837999939918518,"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":0.8307784199714661},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.7288086414337158},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6876877546310425},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6482671499252319},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6046811938285828},{"id":"https://openalex.org/keywords/disgust","display_name":"Disgust","score":0.554102897644043},{"id":"https://openalex.org/keywords/face-hallucination","display_name":"Face hallucination","score":0.4831528067588806},{"id":"https://openalex.org/keywords/histogram-of-oriented-gradients","display_name":"Histogram of oriented gradients","score":0.47984859347343445},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.452101469039917},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.43405574560165405},{"id":"https://openalex.org/keywords/surprise","display_name":"Surprise","score":0.4331565797328949},{"id":"https://openalex.org/keywords/eyebrow","display_name":"Eyebrow","score":0.41445744037628174},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.3689703941345215},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.26949211955070496},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.25792860984802246},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.23734140396118164},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17648231983184814}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8307784199714661},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.7288086414337158},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6876877546310425},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6482671499252319},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6046811938285828},{"id":"https://openalex.org/C2777375102","wikidata":"https://www.wikidata.org/wiki/Q208351","display_name":"Disgust","level":3,"score":0.554102897644043},{"id":"https://openalex.org/C54654163","wikidata":"https://www.wikidata.org/wiki/Q5428359","display_name":"Face hallucination","level":5,"score":0.4831528067588806},{"id":"https://openalex.org/C17426736","wikidata":"https://www.wikidata.org/wiki/Q419918","display_name":"Histogram of oriented gradients","level":4,"score":0.47984859347343445},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.452101469039917},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.43405574560165405},{"id":"https://openalex.org/C2780343955","wikidata":"https://www.wikidata.org/wiki/Q333173","display_name":"Surprise","level":2,"score":0.4331565797328949},{"id":"https://openalex.org/C2779022956","wikidata":"https://www.wikidata.org/wiki/Q43748","display_name":"Eyebrow","level":2,"score":0.41445744037628174},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.3689703941345215},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.26949211955070496},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.25792860984802246},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.23734140396118164},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17648231983184814},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11042-015-2598-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-015-2598-1","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:tkuir.lib.tku.edu.tw:987654321/106262","is_oa":false,"landing_page_url":"https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/106262","pdf_url":null,"source":{"id":"https://openalex.org/S4406922698","display_name":"Tamkang University Institutional Repository (TKUIR)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1119298599","https://openalex.org/W1532349514","https://openalex.org/W1535506219","https://openalex.org/W1569668327","https://openalex.org/W1571828162","https://openalex.org/W1640878532","https://openalex.org/W1871420069","https://openalex.org/W1964822888","https://openalex.org/W1968684116","https://openalex.org/W1974822866","https://openalex.org/W1986803802","https://openalex.org/W1986896819","https://openalex.org/W1999589609","https://openalex.org/W2000579638","https://openalex.org/W2006431213","https://openalex.org/W2006500012","https://openalex.org/W2021127571","https://openalex.org/W2025216571","https://openalex.org/W2025688325","https://openalex.org/W2030562279","https://openalex.org/W2033773055","https://openalex.org/W2037651268","https://openalex.org/W2038952578","https://openalex.org/W2047508432","https://openalex.org/W2054211948","https://openalex.org/W2068466029","https://openalex.org/W2083019704","https://openalex.org/W2093797275","https://openalex.org/W2098368939","https://openalex.org/W2098920620","https://openalex.org/W2100965694","https://openalex.org/W2100967595","https://openalex.org/W2104773058","https://openalex.org/W2107634464","https://openalex.org/W2107671593","https://openalex.org/W2109943925","https://openalex.org/W2116342640","https://openalex.org/W2119821739","https://openalex.org/W2123257782","https://openalex.org/W2125127226","https://openalex.org/W2127462305","https://openalex.org/W2129150631","https://openalex.org/W2133052125","https://openalex.org/W2139916508","https://openalex.org/W2140056392","https://openalex.org/W2141129816","https://openalex.org/W2143829622","https://openalex.org/W2143875529","https://openalex.org/W2164598857","https://openalex.org/W2167955297","https://openalex.org/W2330611621","https://openalex.org/W2995034616","https://openalex.org/W4285719527","https://openalex.org/W6602171695"],"related_works":["https://openalex.org/W2347601237","https://openalex.org/W2363530787","https://openalex.org/W2897995864","https://openalex.org/W2112463702","https://openalex.org/W3026989519","https://openalex.org/W3013515612","https://openalex.org/W1775397219","https://openalex.org/W2941002374","https://openalex.org/W2848133549","https://openalex.org/W3158004940"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}