{"id":"https://openalex.org/W4392981812","doi":"https://doi.org/10.1109/icaiic60209.2024.10463346","title":"Validating Time Serial Images for Emotion Recognition","display_name":"Validating Time Serial Images for Emotion Recognition","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392981812","doi":"https://doi.org/10.1109/icaiic60209.2024.10463346"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic60209.2024.10463346","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icaiic60209.2024.10463346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5100360491","display_name":"Jung Hwan Kim","orcid":"https://orcid.org/0000-0002-3443-7468"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jung Hwan Kim","raw_affiliation_strings":["School of Electronics and Electrical Engineering, Kyungpook National University,Republic of Korea","School of Electronics and Electrical Engineering, Kyungpook National University, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Kyungpook National University,Republic of Korea","institution_ids":["https://openalex.org/I31419693"]},{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Kyungpook National University, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086165395","display_name":"Dong Seog Han","orcid":"https://orcid.org/0000-0002-7769-0236"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong Seog Han","raw_affiliation_strings":["School of Electronics and Electrical Engineering, Kyungpook National University,Republic of Korea","School of Electronics and Electrical Engineering, Kyungpook National University, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Kyungpook National University,Republic of Korea","institution_ids":["https://openalex.org/I31419693"]},{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Kyungpook National University, Republic of Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100360491"],"corresponding_institution_ids":["https://openalex.org/I31419693"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0429206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"323","last_page":"324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9419999718666077,"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":0.9419999718666077,"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":0.7621611952781677},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5944930911064148},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5048423409461975},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4939613938331604},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4817523956298828},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3449859023094177}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7621611952781677},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5944930911064148},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5048423409461975},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4939613938331604},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4817523956298828},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3449859023094177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic60209.2024.10463346","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icaiic60209.2024.10463346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.4099999964237213,"display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1968538094","https://openalex.org/W2136285298","https://openalex.org/W2922646407"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"The":[0,28,51,76],"pig":[1,35],"emotion":[2],"recognition":[3],"(PER)":[4],"reads":[5],"the":[6,10,17,21,24,31,41,54,59,62,69,73,83,87,91,93,98,117,123,138,158,166],"pig's":[7,25],"emotions":[8],"through":[9,68],"surveillance":[11,70],"camera":[12,71],"system.":[13],"It":[14],"can":[15],"notify":[16],"husbandry":[18,36],"workers":[19],"if":[20],"system":[22,33,42],"finds":[23],"negative":[26],"emotions.":[27],"PER":[29,49,99,129],"is":[30,43],"idealistic":[32],"for":[34],"workers,":[37],"but":[38,157],"practically":[39],"applying":[40,165],"quite":[44],"challenging":[45],"without":[46,107,140],"a":[47,108],"suitable":[48],"dataset.":[50,171],"pigs":[52],"in":[53,72],"cage":[55],"seldom":[56],"move":[57],"around":[58],"area,":[60],"and":[61,103,154,169],"images":[63,96],"captured":[64],"are":[65],"almost":[66],"identical":[67],"time":[74,94],"series.":[75],"recurrent":[77],"convolution":[78],"neural":[79],"networks":[80],"may":[81],"solve":[82],"problem.":[84],"Still,":[85],"with":[86,150],"single":[88],"inputs":[89],"to":[90,126,162],"architecture,":[92],"serial":[95],"of":[97],"dataset":[100,130,139],"produce":[101],"misleading":[102],"biased":[104],"experimental":[105],"narration":[106],"proper":[109],"preprocessing":[110],"method.":[111],"To":[112],"have":[113,145],"adequate":[114],"results":[115],"from":[116],"time-serial":[118,142],"imaging":[119],"dataset,":[120],"we":[121],"propose":[122],"semi-shuffling":[124,167],"approach":[125],"manage":[127],"our":[128],"rather":[131],"than":[132],"what":[133],"some":[134],"researchers":[135],"normally":[136],"fully-shuffle":[137],"inspecting":[141],"images.":[143],"We":[144],"98.45%":[146],"validating":[147,159],"accuracy":[148,160],"as":[149],"fully-shuffling":[151],"whole":[152],"training":[153,168],"testing":[155,170],"groups,":[156],"reduces":[161],"75.97%":[163],"after":[164]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
