{"id":"https://openalex.org/W2982354054","doi":"https://doi.org/10.1109/lifetech.2019.8883990","title":"Estimation of Visual Attention via Canonical Correlation between Visual and Gaze-based Features","display_name":"Estimation of Visual Attention via Canonical Correlation between Visual and Gaze-based Features","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2982354054","doi":"https://doi.org/10.1109/lifetech.2019.8883990","mag":"2982354054"},"language":"en","primary_location":{"id":"doi:10.1109/lifetech.2019.8883990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lifetech.2019.8883990","pdf_url":null,"source":{"id":"https://openalex.org/S4306498475","display_name":"2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)","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":"2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)","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/A5053248500","display_name":"Yuya Moroto","orcid":"https://orcid.org/0000-0003-3962-1712"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yuya Moroto","raw_affiliation_strings":["Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033215072","display_name":"Keisuke Maeda","orcid":"https://orcid.org/0000-0001-8039-3462"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keisuke Maeda","raw_affiliation_strings":["Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009032240","display_name":"Takahiro Ogawa","orcid":"https://orcid.org/0000-0001-5332-8112"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takahiro Ogawa","raw_affiliation_strings":["Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"last","author":{"id":null,"display_name":"Miki Haseyama","orcid":null},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Miki Haseyama","raw_affiliation_strings":["Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053248500"],"corresponding_institution_ids":["https://openalex.org/I205349734"],"apc_list":null,"apc_paid":null,"fwci":0.1224,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44037657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"34","issue":null,"first_page":"229","last_page":"230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998000264167786,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9998000264167786,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.8983150720596313},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.7929270267486572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7185909152030945},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6734645366668701},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5680121779441833},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5484907031059265},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5340254306793213},{"id":"https://openalex.org/keywords/visual-space","display_name":"Visual space","score":0.5221886038780212},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5074355006217957},{"id":"https://openalex.org/keywords/visual-search","display_name":"Visual search","score":0.4763615131378174},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.44096386432647705},{"id":"https://openalex.org/keywords/visual-attention","display_name":"Visual attention","score":0.43988293409347534},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41060858964920044},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23179638385772705},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.08608275651931763},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08299386501312256}],"concepts":[{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.8983150720596313},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7929270267486572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7185909152030945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6734645366668701},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5680121779441833},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5484907031059265},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5340254306793213},{"id":"https://openalex.org/C207363949","wikidata":"https://www.wikidata.org/wiki/Q462915","display_name":"Visual space","level":3,"score":0.5221886038780212},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5074355006217957},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.4763615131378174},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.44096386432647705},{"id":"https://openalex.org/C2986089797","wikidata":"https://www.wikidata.org/wiki/Q6501338","display_name":"Visual attention","level":3,"score":0.43988293409347534},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41060858964920044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23179638385772705},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.08608275651931763},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08299386501312256},{"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lifetech.2019.8883990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lifetech.2019.8883990","pdf_url":null,"source":{"id":"https://openalex.org/S4306498475","display_name":"2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)","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":"2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)","raw_type":"proceedings-article"},{"id":"mag:3036967363","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=201902247973126186","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","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":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1901928786","https://openalex.org/W1967320885","https://openalex.org/W2025341678","https://openalex.org/W2037328649","https://openalex.org/W2128272608","https://openalex.org/W2135957164","https://openalex.org/W2212216676","https://openalex.org/W2518353250","https://openalex.org/W2583180462","https://openalex.org/W2905255181","https://openalex.org/W2963446712","https://openalex.org/W4256561644","https://openalex.org/W6642162515","https://openalex.org/W6680437723"],"related_works":["https://openalex.org/W33281282","https://openalex.org/W2998150508","https://openalex.org/W2787294799","https://openalex.org/W2341540728","https://openalex.org/W2753186118","https://openalex.org/W2086826688","https://openalex.org/W4244637313","https://openalex.org/W3089421211","https://openalex.org/W140219906","https://openalex.org/W4322630379"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,26,40],"method":[4,19,69],"for":[5],"estimating":[6],"visual":[7,13,22,54,72,81],"attention":[8,23],"via":[9],"canonical":[10,44],"correlation":[11,45],"between":[12,53],"and":[14,55,78],"gaze-based":[15,56],"features.":[16],"The":[17],"proposed":[18,90],"estimates":[20],"user-specific":[21],"by":[24],"comparing":[25],"test":[27,66],"image":[28],"with":[29],"training":[30],"images":[31],"including":[32],"their":[33],"corresponding":[34],"individual":[35],"eye":[36],"gaze":[37],"data":[38],"in":[39,58],"common":[41,60,76],"space.":[42,61],"Specifically,":[43],"analysis":[46],"can":[47,79],"derive":[48],"projections":[49],"which":[50],"enable":[51],"comparison":[52],"features":[57,73],"the":[59,64,75,86,89],"Therefore,":[62],"given":[63],"new":[65],"image,":[67],"our":[68],"projects":[70],"its":[71],"to":[74],"space":[77],"estimate":[80],"attention.":[82],"Experimental":[83],"results":[84],"show":[85],"effectiveness":[87],"of":[88],"method.":[91]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}