{"id":"https://openalex.org/W2902023547","doi":"https://doi.org/10.1145/3281505.3281538","title":"An evaluation of pupillary light response models for 2D screens and VR HMDs","display_name":"An evaluation of pupillary light response models for 2D screens and VR HMDs","publication_year":2018,"publication_date":"2018-11-28","ids":{"openalex":"https://openalex.org/W2902023547","doi":"https://doi.org/10.1145/3281505.3281538","mag":"2902023547"},"language":"en","primary_location":{"id":"doi:10.1145/3281505.3281538","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3281505.3281538","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3281505.3281538","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM Symposium on Virtual Reality Software and Technology","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3281505.3281538","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006729896","display_name":"Brendan John","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Brendan John","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007943670","display_name":"Pallavi Raiturkar","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pallavi Raiturkar","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014376423","display_name":"Arunava Banerjee","orcid":"https://orcid.org/0000-0001-9381-4940"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arunava Banerjee","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055505969","display_name":"Eakta Jain","orcid":"https://orcid.org/0000-0001-5131-3355"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eakta Jain","raw_affiliation_strings":["University of Florida"],"affiliations":[{"raw_affiliation_string":"University of Florida","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006729896"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":1.7127,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.84973417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9990000128746033,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9990000128746033,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.9945999979972839,"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/T11408","display_name":"Advanced Optical Imaging Technologies","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pupillary-response","display_name":"Pupillary response","score":0.7487190365791321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7332045435905457},{"id":"https://openalex.org/keywords/pupillometry","display_name":"Pupillometry","score":0.6102296113967896},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.5763673186302185},{"id":"https://openalex.org/keywords/pupil","display_name":"Pupil","score":0.5458983182907104},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.5372037887573242},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5263938903808594},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5221141576766968},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5147581100463867},{"id":"https://openalex.org/keywords/brightness","display_name":"Brightness","score":0.4688001275062561},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.4646788239479065},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4449062645435333},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4412020146846771},{"id":"https://openalex.org/keywords/pointer","display_name":"Pointer (user interface)","score":0.4123605191707611},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.3816857933998108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38007652759552},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32715147733688354},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20524173974990845},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.10017547011375427}],"concepts":[{"id":"https://openalex.org/C149288182","wikidata":"https://www.wikidata.org/wiki/Q7260673","display_name":"Pupillary response","level":3,"score":0.7487190365791321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7332045435905457},{"id":"https://openalex.org/C2778711042","wikidata":"https://www.wikidata.org/wiki/Q3410891","display_name":"Pupillometry","level":3,"score":0.6102296113967896},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.5763673186302185},{"id":"https://openalex.org/C2777394604","wikidata":"https://www.wikidata.org/wiki/Q173318","display_name":"Pupil","level":2,"score":0.5458983182907104},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.5372037887573242},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5263938903808594},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5221141576766968},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5147581100463867},{"id":"https://openalex.org/C125245961","wikidata":"https://www.wikidata.org/wiki/Q221656","display_name":"Brightness","level":2,"score":0.4688001275062561},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.4646788239479065},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4449062645435333},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4412020146846771},{"id":"https://openalex.org/C150202949","wikidata":"https://www.wikidata.org/wiki/Q107602","display_name":"Pointer (user interface)","level":2,"score":0.4123605191707611},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3816857933998108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38007652759552},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32715147733688354},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20524173974990845},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.10017547011375427},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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:10.1145/3281505.3281538","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3281505.3281538","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3281505.3281538","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM Symposium on Virtual Reality Software and Technology","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3281505.3281538","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3281505.3281538","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3281505.3281538","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM Symposium on Virtual Reality Software and Technology","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1137588596","display_name":null,"funder_award_id":"1566481","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1840590709","display_name":null,"funder_award_id":"DGE-1315138","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2372907936","display_name":null,"funder_award_id":"DGE-184247","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6998920399","display_name":null,"funder_award_id":"1842473","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7245200960","display_name":null,"funder_award_id":"1315138","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2902023547.pdf","grobid_xml":"https://content.openalex.org/works/W2902023547.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W99273843","https://openalex.org/W1532214611","https://openalex.org/W1542878637","https://openalex.org/W1545407019","https://openalex.org/W1928168841","https://openalex.org/W1964546836","https://openalex.org/W1970443848","https://openalex.org/W1975955945","https://openalex.org/W1977043037","https://openalex.org/W1977759736","https://openalex.org/W1980222650","https://openalex.org/W1982900245","https://openalex.org/W1986839164","https://openalex.org/W1987162848","https://openalex.org/W1991012411","https://openalex.org/W1999904260","https://openalex.org/W2004239764","https://openalex.org/W2009305119","https://openalex.org/W2009466886","https://openalex.org/W2015995736","https://openalex.org/W2016463928","https://openalex.org/W2026998614","https://openalex.org/W2027068798","https://openalex.org/W2027151471","https://openalex.org/W2036530483","https://openalex.org/W2038394838","https://openalex.org/W2040132210","https://openalex.org/W2043955411","https://openalex.org/W2044721626","https://openalex.org/W2062242288","https://openalex.org/W2068595472","https://openalex.org/W2072994681","https://openalex.org/W2076810478","https://openalex.org/W2077888073","https://openalex.org/W2080618050","https://openalex.org/W2080777922","https://openalex.org/W2089968818","https://openalex.org/W2093623536","https://openalex.org/W2108943008","https://openalex.org/W2109748209","https://openalex.org/W2116532233","https://openalex.org/W2131104116","https://openalex.org/W2140079265","https://openalex.org/W2154555775","https://openalex.org/W2162547991","https://openalex.org/W2164699598","https://openalex.org/W2186363412","https://openalex.org/W2329394136","https://openalex.org/W2343445596","https://openalex.org/W2398491527","https://openalex.org/W2474544405","https://openalex.org/W2507323610","https://openalex.org/W2516105285","https://openalex.org/W2774170005","https://openalex.org/W2776985394","https://openalex.org/W2792438088","https://openalex.org/W3125759715"],"related_works":["https://openalex.org/W2461114952","https://openalex.org/W4392146690","https://openalex.org/W2552511292","https://openalex.org/W3157606745","https://openalex.org/W4381888012","https://openalex.org/W3165280225","https://openalex.org/W1992537937","https://openalex.org/W3003019771","https://openalex.org/W2143385068","https://openalex.org/W3198998068"],"abstract_inverted_index":{"Pupil":[0],"diameter":[1],"changes":[2],"have":[3],"been":[4],"shown":[5],"to":[6,34,81,129,148],"be":[7,55,127],"indicative":[8],"of":[9,41,73,85,102,155],"user":[10,42],"engagement":[11,43],"and":[12,18,108,151,163],"cognitive":[13],"load":[14],"for":[15,29,95],"various":[16],"tasks":[17],"environments.":[19],"However,":[20],"it":[21,83],"is":[22],"still":[23],"not":[24],"the":[25,36,46,57,62,70,79,86,93,153],"preferred":[26],"physiological":[27],"measure":[28],"applied":[30],"settings.":[31],"This":[32,138],"reluctance":[33],"leverage":[35],"pupil":[37,58],"as":[38,160],"an":[39,74,123,130,134],"index":[40],"stems":[44],"from":[45],"problem":[47],"that":[48,118],"in":[49,106,109,145],"scenarios":[50],"where":[51],"scene":[52],"brightness":[53],"cannot":[54],"controlled,":[56],"light":[59,71,104],"response":[60,72,105],"confounds":[61],"cognitive-emotional":[63],"response.":[64],"What":[65],"if":[66],"we":[67,91],"could":[68],"predict":[69],"individual's":[75],"pupil,":[76],"thus":[77],"creating":[78],"opportunity":[80],"factor":[82],"out":[84],"measurement?":[87],"In":[88],"this":[89,96],"work,":[90],"lay":[92],"groundwork":[94],"research":[97,143],"by":[98],"evaluating":[99],"three":[100],"models":[101],"pupillary":[103],"2D,":[107],"a":[110,120,161],"virtual":[111],"reality":[112],"(VR)":[113],"environment.":[114],"Our":[115],"results":[116],"show":[117],"either":[119],"linear":[121],"or":[122],"exponential":[124],"model":[125],"can":[126],"fit":[128],"individual":[131],"participant":[132],"with":[133],"easy-to-use":[135],"calibration":[136],"procedure.":[137],"work":[139],"opens":[140],"several":[141],"new":[142],"directions":[144],"VR":[146],"relating":[147],"performance":[149],"analysis":[150],"inspires":[152],"use":[154],"eye":[156],"tracking":[157],"beyond":[158],"gaze":[159],"pointer":[162],"foveated":[164],"rendering.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
