{"id":"https://openalex.org/W2136866621","doi":"https://doi.org/10.1109/ijcnn.2003.1224017","title":"Prediction of pitch and yaw head movements via recurrent neural networks","display_name":"Prediction of pitch and yaw head movements via recurrent neural networks","publication_year":2004,"publication_date":"2004-06-22","ids":{"openalex":"https://openalex.org/W2136866621","doi":"https://doi.org/10.1109/ijcnn.2003.1224017","mag":"2136866621"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2003.1224017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1224017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","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/A5076203096","display_name":"Mario Aguilar","orcid":null},"institutions":[{"id":"https://openalex.org/I78724572","display_name":"Jacksonville State University","ror":"https://ror.org/014wfj781","country_code":"US","type":"education","lineage":["https://openalex.org/I78724572"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M. Aguilar","raw_affiliation_strings":["Knowledge Systems Laboratory, Jacksonville State University, Jacksonville, AL, USA"],"affiliations":[{"raw_affiliation_string":"Knowledge Systems Laboratory, Jacksonville State University, Jacksonville, AL, USA","institution_ids":["https://openalex.org/I78724572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080774869","display_name":"Yair Barniv","orcid":null},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Barniv","raw_affiliation_strings":["Human Factors Research Division, NASA/Ames Research Center, Moffett Field, CA"],"affiliations":[{"raw_affiliation_string":"Human Factors Research Division, NASA/Ames Research Center, Moffett Field, CA","institution_ids":["https://openalex.org/I1280536761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083898121","display_name":"Aaron Garrett","orcid":null},"institutions":[{"id":"https://openalex.org/I78724572","display_name":"Jacksonville State University","ror":"https://ror.org/014wfj781","country_code":"US","type":"education","lineage":["https://openalex.org/I78724572"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Garrett","raw_affiliation_strings":["MCIS Department, Jacksonville State University, Jacksonville, AL, USA"],"affiliations":[{"raw_affiliation_string":"MCIS Department, Jacksonville State University, Jacksonville, AL, USA","institution_ids":["https://openalex.org/I78724572"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076203096"],"corresponding_institution_ids":["https://openalex.org/I78724572"],"apc_list":null,"apc_paid":null,"fwci":1.4538,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82117647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"2813","last_page":"2818"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.996999979019165,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9954000115394592,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9850999712944031,"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":0.8035138845443726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6927684545516968},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6892580389976501},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.6740378737449646},{"id":"https://openalex.org/keywords/optical-head-mounted-display","display_name":"Optical head-mounted display","score":0.5289967656135559},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.5223290324211121},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.48659050464630127},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4764935374259949},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4364238381385803},{"id":"https://openalex.org/keywords/obstacle","display_name":"Obstacle","score":0.43416208028793335},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.4208994507789612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8035138845443726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6927684545516968},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6892580389976501},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.6740378737449646},{"id":"https://openalex.org/C9751117","wikidata":"https://www.wikidata.org/wiki/Q17105103","display_name":"Optical head-mounted display","level":2,"score":0.5289967656135559},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.5223290324211121},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.48659050464630127},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4764935374259949},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4364238381385803},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.43416208028793335},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.4208994507789612},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2003.1224017","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1224017","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.332.9811","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.332.9811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://mcis.jsu.edu/faculty/agarrett/docs/Aguilar_et_al_IJCNN2003.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W71880246","https://openalex.org/W198698846","https://openalex.org/W1766566602","https://openalex.org/W1971640209","https://openalex.org/W2016879831","https://openalex.org/W2021932141","https://openalex.org/W2025736397","https://openalex.org/W2110485445","https://openalex.org/W2131703859","https://openalex.org/W2137661121","https://openalex.org/W2139350661","https://openalex.org/W2155482699","https://openalex.org/W4254816979"],"related_works":["https://openalex.org/W2592664920","https://openalex.org/W2071215013","https://openalex.org/W1589515535","https://openalex.org/W2902011785","https://openalex.org/W2902484384","https://openalex.org/W3005640827","https://openalex.org/W2126713047","https://openalex.org/W2344907852","https://openalex.org/W2943580202","https://openalex.org/W2954356134"],"abstract_inverted_index":{"In":[0,106],"virtual-environment":[1],"(VE)":[2],"applications,":[3],"where":[4],"virtual":[5,13,31,59,158],"objects":[6,32],"are":[7,66],"presented":[8],"in":[9,19,27,40,44,52,56,76,157],"a":[10,67,77,95],"head-mounted":[11,74],"display,":[12],"images":[14],"must":[15],"be":[16],"continuously":[17],"stabilized":[18],"space":[20],"against":[21],"the":[22,115,139,147,166],"user's":[23],"head":[24,99,130],"motion.":[25,122],"Latencies":[26],"head-motion":[28],"compensation":[29],"cause":[30],"to":[33,54,88,93,113,128,133,154],"swim":[34],"around":[35],"instead":[36],"of":[37,58,73,80,98,118,142,146],"being":[38],"stable":[39],"space.":[41],"This":[42],"results":[43,124,161],"an":[45,126],"unnatural":[46],"feel,":[47],"disorientation,":[48],"and":[49,60,120],"simulation":[50],"sickness":[51],"addition":[53],"errors":[55],"fitting/matching":[57],"real":[61],"objects.":[62],"Visual":[63],"update":[64],"delays":[65],"critical":[68],"technical":[69],"obstacle":[70],"for":[71,151],"implementation":[72],"displays":[75],"wide":[78],"variety":[79],"applications.":[81],"To":[82],"address":[83],"this":[84],"problem,":[85],"we":[86,108],"propose":[87],"use":[89],"machine":[90],"learning":[91,167],"techniques":[92],"define":[94],"forward":[96],"model":[97],"movement":[100],"based":[101],"on":[102],"angular":[103],"velocity":[104],"information.":[105],"particular,":[107],"utilize":[109],"recurrent":[110],"neural":[111],"network":[112],"capture":[114],"temporal":[116],"pattern":[117],"pitch":[119],"yaw":[121],"Our":[123],"demonstrate":[125,162],"ability":[127],"predict":[129],"motion":[131],"up":[132],"40":[134],"ms.":[135],"ahead":[136],"thus":[137],"eliminating":[138],"main":[140],"source":[141],"latencies.":[143],"The":[144],"accuracy":[145],"system":[148],"is":[149],"tested":[150],"conditions":[152],"akin":[153],"those":[155],"encountered":[156],"environments.":[159],"These":[160],"successful":[163],"generalization":[164],"by":[165],"system.":[168]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}