{"id":"https://openalex.org/W4280621779","doi":"https://doi.org/10.1109/syscon53536.2022.9773923","title":"A Real-Time Seizure Classification System Using Computer Vision Techniques","display_name":"A Real-Time Seizure Classification System Using Computer Vision Techniques","publication_year":2022,"publication_date":"2022-04-25","ids":{"openalex":"https://openalex.org/W4280621779","doi":"https://doi.org/10.1109/syscon53536.2022.9773923"},"language":"en","primary_location":{"id":"doi:10.1109/syscon53536.2022.9773923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon53536.2022.9773923","pdf_url":null,"source":{"id":"https://openalex.org/S4363608590","display_name":"2022 IEEE International Systems Conference (SysCon)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Systems Conference (SysCon)","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/A5063743225","display_name":"Pavan Kumar Pothula","orcid":null},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pavan Kumar Pothula","raw_affiliation_strings":["IIIT,Surgical and Assistive Robotics Lab,Bangalore","Surgical and Assistive Robotics Lab, IIIT, Bangalore"],"affiliations":[{"raw_affiliation_string":"IIIT,Surgical and Assistive Robotics Lab,Bangalore","institution_ids":["https://openalex.org/I181514455"]},{"raw_affiliation_string":"Surgical and Assistive Robotics Lab, IIIT, Bangalore","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090476970","display_name":"Sriram Marisetty","orcid":null},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sriram Marisetty","raw_affiliation_strings":["IIIT,Surgical and Assistive Robotics Lab,Bangalore","Surgical and Assistive Robotics Lab, IIIT, Bangalore"],"affiliations":[{"raw_affiliation_string":"IIIT,Surgical and Assistive Robotics Lab,Bangalore","institution_ids":["https://openalex.org/I181514455"]},{"raw_affiliation_string":"Surgical and Assistive Robotics Lab, IIIT, Bangalore","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061397479","display_name":"Madhav Rao","orcid":"https://orcid.org/0000-0003-2278-9148"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Madhav Rao","raw_affiliation_strings":["IIIT,Surgical and Assistive Robotics Lab,Bangalore","Surgical and Assistive Robotics Lab, IIIT, Bangalore"],"affiliations":[{"raw_affiliation_string":"IIIT,Surgical and Assistive Robotics Lab,Bangalore","institution_ids":["https://openalex.org/I181514455"]},{"raw_affiliation_string":"Surgical and Assistive Robotics Lab, IIIT, Bangalore","institution_ids":["https://openalex.org/I181514455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063743225"],"corresponding_institution_ids":["https://openalex.org/I181514455"],"apc_list":null,"apc_paid":null,"fwci":1.4043,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80046948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.9627000093460083,"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":0.7410861253738403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5468801856040955},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4543546438217163},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.4256618916988373},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34079062938690186},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.27958449721336365}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7410861253738403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5468801856040955},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4543546438217163},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.4256618916988373},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34079062938690186},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.27958449721336365},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/syscon53536.2022.9773923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon53536.2022.9773923","pdf_url":null,"source":{"id":"https://openalex.org/S4363608590","display_name":"2022 IEEE International Systems Conference (SysCon)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Systems Conference (SysCon)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1516301892","https://openalex.org/W1648904474","https://openalex.org/W1976676669","https://openalex.org/W1977675167","https://openalex.org/W1996352743","https://openalex.org/W2001308145","https://openalex.org/W2003238582","https://openalex.org/W2008631356","https://openalex.org/W2010215165","https://openalex.org/W2020713213","https://openalex.org/W2021998319","https://openalex.org/W2027134530","https://openalex.org/W2027927824","https://openalex.org/W2084022637","https://openalex.org/W2102548748","https://openalex.org/W2124238521","https://openalex.org/W2138583841","https://openalex.org/W2170461188","https://openalex.org/W2276567012","https://openalex.org/W2288408787","https://openalex.org/W2344460931","https://openalex.org/W2417817914","https://openalex.org/W2801774199","https://openalex.org/W2808694251","https://openalex.org/W2902212758","https://openalex.org/W2920500081","https://openalex.org/W2979833082","https://openalex.org/W2982986041","https://openalex.org/W2996590172","https://openalex.org/W3015315737","https://openalex.org/W4236533540","https://openalex.org/W6608496218","https://openalex.org/W6704663461","https://openalex.org/W6769831151"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","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":{"Epilepsy":[0],"is":[1,22,71,76],"one":[2],"of":[3,17,31,46,90,107,114,117,143,148,166,169,178,197,203,214],"the":[4,15,27,44,47,69,87,100,120,130,136,141,162,175,179,220],"most":[5],"common":[6],"neurological":[7],"disorders,":[8],"affecting":[9],"50":[10],"million":[11],"people":[12],"worldwide.":[13],"Despite":[14],"availability":[16],"numerous":[18],"anti-epileptic":[19],"drugs,":[20],"it":[21],"often":[23],"impossible":[24],"to":[25,35,43,58,68,110,135],"control":[26],"disease":[28],"effectively.":[29],"Lack":[30],"supervision,":[32],"and":[33,54,62,65,133,164,172,194,201,205],"failure":[34],"provide":[36,63],"urgent":[37],"medical":[38,60],"care":[39,153],"may":[40],"be":[41],"detrimental":[42],"life":[45],"patient.":[48,180],"Hence":[49],"a":[50,79,91,105,111,145,151,158,189],"portable":[51,125,190],"edge":[52],"computing":[53],"seizure":[55,74],"classification":[56,165,202],"device":[57],"aid":[59],"staff":[61],"appropriate":[64],"timely":[66],"treatment":[67],"patients":[70,149],"desirable.":[72],"Conventionally,":[73],"detection":[75,163,200],"considered":[77],"as":[78,86],"signal":[80,96],"processing":[81],"problem":[82],"with":[83,104],"electroencephalogram":[84],"(EEG)":[85],"primary":[88],"source":[89],"time-varying":[92],"signal.":[93],"The":[94,181,210],"EEG":[95],"acquisition":[97],"system":[98,126],"puts":[99],"patient":[101,137],"under":[102],"observation":[103],"lot":[106],"discomforts":[108],"owing":[109],"large":[112,146],"number":[113],"physical":[115,131],"connections":[116,132],"electrodes":[118],"on":[119,188,219],"patient\u2019s":[121],"head.":[122],"A":[123],"video-based":[124],"not":[127],"only":[128],"eliminates":[129],"contacts":[134],"but":[138],"also":[139],"has":[140],"capacity":[142],"monitoring":[144],"group":[147],"inside":[150],"controlled":[152],"unit.":[154],"This":[155],"paper":[156],"proposes":[157],"novel":[159],"architecture":[160,185],"for":[161],"facial":[167],"seizures":[168,207],"type":[170],"Gelastic":[171,204],"Dacrystic,":[173],"from":[174],"video":[176],"data":[177],"developed":[182],"two":[183],"layered":[184],"was":[186,208,217],"deployed":[187,221],"Jetson":[191],"Nano":[192],"board":[193],"an":[195],"accuracy":[196],"98.8%":[198],"in":[199],"Dacrystic":[206],"obtained.":[209],"best":[211],"inference":[212],"latency":[213],"13.6":[215],"seconds":[216],"characterized":[218],"board.":[222]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}