{"id":"https://openalex.org/W2042684846","doi":"https://doi.org/10.1007/s00371-012-0768-y","title":"Human emotion recognition from videos using spatio-temporal and audio features","display_name":"Human emotion recognition from videos using spatio-temporal and audio features","publication_year":2012,"publication_date":"2012-12-06","ids":{"openalex":"https://openalex.org/W2042684846","doi":"https://doi.org/10.1007/s00371-012-0768-y","mag":"2042684846"},"language":"en","primary_location":{"id":"doi:10.1007/s00371-012-0768-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-012-0768-y","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","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/A5086793727","display_name":"Munaf Rashid","orcid":"https://orcid.org/0000-0003-2063-4513"},"institutions":[{"id":"https://openalex.org/I103583917","display_name":"Karachi Institute of Economics and Technology","ror":"https://ror.org/02sdmkj94","country_code":"PK","type":"education","lineage":["https://openalex.org/I103583917"]},{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY","PK"],"is_corresponding":true,"raw_author_name":"Munaf Rashid","raw_affiliation_strings":["College of Engineering (COE), Karachi Institute of Economics and Technology (KIET), 75190, Korangi Creek, Karachi, Pakistan","Computer Vision, Video and Image Processing Lab (CVVIP), Faculty of Electrical Engineering, Universiti Teknologi Malaysia, UTM 81310, Skudai, Johor Bahru, Malaysia"],"affiliations":[{"raw_affiliation_string":"College of Engineering (COE), Karachi Institute of Economics and Technology (KIET), 75190, Korangi Creek, Karachi, Pakistan","institution_ids":["https://openalex.org/I103583917"]},{"raw_affiliation_string":"Computer Vision, Video and Image Processing Lab (CVVIP), Faculty of Electrical Engineering, Universiti Teknologi Malaysia, UTM 81310, Skudai, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031515973","display_name":"S. A. R. Abu\u2013Bakar","orcid":"https://orcid.org/0000-0002-4360-6630"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"S. A. R. Abu-Bakar","raw_affiliation_strings":["Computer Vision, Video and Image Processing Lab (CVVIP), Faculty of Electrical Engineering, Universiti Teknologi Malaysia, UTM 81310, Skudai, Johor Bahru, Malaysia"],"affiliations":[{"raw_affiliation_string":"Computer Vision, Video and Image Processing Lab (CVVIP), Faculty of Electrical Engineering, Universiti Teknologi Malaysia, UTM 81310, Skudai, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083191333","display_name":"Musa Mohd Mokji","orcid":"https://orcid.org/0000-0002-7590-8481"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Musa Mokji","raw_affiliation_strings":["Computer Vision, Video and Image Processing Lab (CVVIP), Faculty of Electrical Engineering, Universiti Teknologi Malaysia, UTM 81310, Skudai, Johor Bahru, Malaysia"],"affiliations":[{"raw_affiliation_string":"Computer Vision, Video and Image Processing Lab (CVVIP), Faculty of Electrical Engineering, Universiti Teknologi Malaysia, UTM 81310, Skudai, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086793727"],"corresponding_institution_ids":["https://openalex.org/I103583917","https://openalex.org/I4576418"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.7223,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.85320097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"29","issue":"12","first_page":"1269","last_page":"1275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.998199999332428,"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":0.998199999332428,"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/T10860","display_name":"Speech and Audio Processing","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9943000078201294,"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":0.7482353448867798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7251831889152527},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6349245309829712},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5424739122390747},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5084084868431091},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4999372959136963},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4749167859554291},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.45769649744033813},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.44472208619117737},{"id":"https://openalex.org/keywords/codebook","display_name":"Codebook","score":0.4402920603752136},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4304054379463196},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4255896210670471},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.421469509601593}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7482353448867798},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7251831889152527},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6349245309829712},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5424739122390747},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5084084868431091},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4999372959136963},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4749167859554291},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.45769649744033813},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.44472208619117737},{"id":"https://openalex.org/C127759330","wikidata":"https://www.wikidata.org/wiki/Q637416","display_name":"Codebook","level":2,"score":0.4402920603752136},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4304054379463196},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4255896210670471},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.421469509601593}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00371-012-0768-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-012-0768-y","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.5},{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4399999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309321","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44"},{"id":"https://openalex.org/F4320316680","display_name":"University of Engineering and Technology, Lahore","ror":"https://ror.org/0051w2v06"},{"id":"https://openalex.org/F4320323300","display_name":"Universiti Teknologi Malaysia","ror":"https://ror.org/026w31v75"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1509031088","https://openalex.org/W1571620383","https://openalex.org/W1940245494","https://openalex.org/W2032254851","https://openalex.org/W2095590291","https://openalex.org/W2101967488","https://openalex.org/W2102298245","https://openalex.org/W2111185964","https://openalex.org/W2116001771","https://openalex.org/W2142349102","https://openalex.org/W2145012698","https://openalex.org/W2145556844","https://openalex.org/W2152309214","https://openalex.org/W2153635508","https://openalex.org/W2153720647","https://openalex.org/W2154997099","https://openalex.org/W2157543951","https://openalex.org/W2158916152","https://openalex.org/W2160947254","https://openalex.org/W2161336753","https://openalex.org/W2166776077","https://openalex.org/W2168692779","https://openalex.org/W2183967358","https://openalex.org/W2533739470","https://openalex.org/W2551151849","https://openalex.org/W2591127855","https://openalex.org/W2995034616","https://openalex.org/W3148193027","https://openalex.org/W4246304877","https://openalex.org/W4285719527","https://openalex.org/W7028336066"],"related_works":["https://openalex.org/W2579148721","https://openalex.org/W2125878941","https://openalex.org/W4387893611","https://openalex.org/W2347335694","https://openalex.org/W2091056927","https://openalex.org/W2067407580","https://openalex.org/W4317486777","https://openalex.org/W4389669152","https://openalex.org/W2038514069","https://openalex.org/W1967233468"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
