{"id":"https://openalex.org/W3120889480","doi":"https://doi.org/10.1109/tcds.2021.3051010","title":"Deep Binocular Fixation Prediction Using a Hierarchical Multimodal Fusion Network","display_name":"Deep Binocular Fixation Prediction Using a Hierarchical Multimodal Fusion Network","publication_year":2021,"publication_date":"2021-01-13","ids":{"openalex":"https://openalex.org/W3120889480","doi":"https://doi.org/10.1109/tcds.2021.3051010","mag":"3120889480"},"language":"en","primary_location":{"id":"doi:10.1109/tcds.2021.3051010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2021.3051010","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive and Developmental Systems","raw_type":"journal-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/A5076872319","display_name":"Wujie Zhou","orcid":"https://orcid.org/0000-0002-3055-2493"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wujie Zhou","raw_affiliation_strings":["School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, China","Institute of Information and Communication Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"Institute of Information and Communication Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665053","display_name":"Wenyu Liu","orcid":"https://orcid.org/0000-0002-4582-7488"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyu Liu","raw_affiliation_strings":["School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065496543","display_name":"Jingsheng Lei","orcid":"https://orcid.org/0000-0002-2445-0925"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingsheng Lei","raw_affiliation_strings":["School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060792504","display_name":"Ting Luo","orcid":"https://orcid.org/0000-0003-1762-148X"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Luo","raw_affiliation_strings":["College of Science and Technology, Ningbo University, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"College of Science and Technology, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106403416","display_name":"Lu Yu","orcid":"https://orcid.org/0000-0002-0550-7754"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Yu","raw_affiliation_strings":["Institute of Information and Communication Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information and Communication Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076872319"],"corresponding_institution_ids":["https://openalex.org/I168879160","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":2.9781,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.92607843,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"15","issue":"2","first_page":"476","last_page":"486"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994999766349792,"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":0.9994999766349792,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9940000176429749,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9937999844551086,"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":0.8516755104064941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8047170639038086},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.7272617220878601},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5715458989143372},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5125594139099121},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4581531286239624},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4578626751899719},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4191707372665405},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.41217103600502014},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2811732888221741}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8516755104064941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8047170639038086},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.7272617220878601},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5715458989143372},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5125594139099121},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4581531286239624},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4578626751899719},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4191707372665405},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.41217103600502014},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2811732888221741},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcds.2021.3051010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2021.3051010","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive and Developmental Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1017003645","display_name":null,"funder_award_id":"61972357","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G191214056","display_name":null,"funder_award_id":"LY18F020012","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G6189259675","display_name":null,"funder_award_id":"61502429","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":101,"referenced_works":["https://openalex.org/W617058026","https://openalex.org/W865056197","https://openalex.org/W1497443722","https://openalex.org/W1565402342","https://openalex.org/W1686810756","https://openalex.org/W1895577753","https://openalex.org/W1947031653","https://openalex.org/W1976409045","https://openalex.org/W1978741881","https://openalex.org/W1993084194","https://openalex.org/W1993713494","https://openalex.org/W1997137149","https://openalex.org/W2017245158","https://openalex.org/W2055111849","https://openalex.org/W2055180303","https://openalex.org/W2059242188","https://openalex.org/W2065848302","https://openalex.org/W2122256465","https://openalex.org/W2128272608","https://openalex.org/W2133589685","https://openalex.org/W2135957164","https://openalex.org/W2138608979","https://openalex.org/W2146103513","https://openalex.org/W2164084182","https://openalex.org/W2212216676","https://openalex.org/W2285469407","https://openalex.org/W2311587418","https://openalex.org/W2315287060","https://openalex.org/W2337762808","https://openalex.org/W2358876993","https://openalex.org/W2412782625","https://openalex.org/W2461758788","https://openalex.org/W2464305746","https://openalex.org/W2520640394","https://openalex.org/W2528092473","https://openalex.org/W2533058588","https://openalex.org/W2557536990","https://openalex.org/W2581874211","https://openalex.org/W2609376899","https://openalex.org/W2609476118","https://openalex.org/W2612135493","https://openalex.org/W2612507721","https://openalex.org/W2619578085","https://openalex.org/W2630837129","https://openalex.org/W2753763253","https://openalex.org/W2765838470","https://openalex.org/W2766912043","https://openalex.org/W2767623212","https://openalex.org/W2768556559","https://openalex.org/W2781614808","https://openalex.org/W2793668851","https://openalex.org/W2798791651","https://openalex.org/W2884585870","https://openalex.org/W2887058411","https://openalex.org/W2890897637","https://openalex.org/W2895251968","https://openalex.org/W2899473204","https://openalex.org/W2927172139","https://openalex.org/W2943125866","https://openalex.org/W2948300571","https://openalex.org/W2962856599","https://openalex.org/W2963299740","https://openalex.org/W2963418739","https://openalex.org/W2963495494","https://openalex.org/W2963503775","https://openalex.org/W2963572583","https://openalex.org/W2963706010","https://openalex.org/W2963828885","https://openalex.org/W2963840672","https://openalex.org/W2964114039","https://openalex.org/W2965638232","https://openalex.org/W2967085153","https://openalex.org/W2969377765","https://openalex.org/W2980565715","https://openalex.org/W2985439317","https://openalex.org/W2997355859","https://openalex.org/W3002301267","https://openalex.org/W3005401190","https://openalex.org/W3006465601","https://openalex.org/W3010616503","https://openalex.org/W3015309414","https://openalex.org/W3022565501","https://openalex.org/W3024706580","https://openalex.org/W3035357085","https://openalex.org/W3035499612","https://openalex.org/W3035633116","https://openalex.org/W3035687312","https://openalex.org/W3080081801","https://openalex.org/W3088365851","https://openalex.org/W3105291825","https://openalex.org/W3120113457","https://openalex.org/W4239147634","https://openalex.org/W4288798638","https://openalex.org/W6648922525","https://openalex.org/W6680437723","https://openalex.org/W6725404246","https://openalex.org/W6753412334","https://openalex.org/W6754806194","https://openalex.org/W6772177504","https://openalex.org/W6779482178","https://openalex.org/W6783850526"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W2964954556","https://openalex.org/W3103566983","https://openalex.org/W3088721469"],"abstract_inverted_index":{"RGB-D":[0],"data":[1,124],"are":[2],"increasingly":[3],"being":[4],"used":[5],"for":[6],"myriad":[7],"computer":[8],"vision":[9],"tasks.":[10],"For":[11],"such":[12,39],"tasks,":[13],"most":[14],"methods":[15],"simply":[16],"concatenate":[17],"or":[18],"add":[19],"feature":[20,98],"vectors":[21],"from":[22],"RGB":[23,68,105],"images":[24],"and":[25,28,46,69,87,106,122],"depth":[26,70,107],"maps":[27],"allow":[29],"the":[30,73,102,113,120],"two":[31],"modalities":[32],"to":[33],"complement":[34],"each":[35],"other":[36],"mutually.":[37],"However,":[38],"a":[40,60,76,93],"fusion":[41,63,103],"strategy":[42],"results":[43,110],"in":[44],"inefficient":[45],"inadequate":[47],"performance.":[48],"In":[49,72,91],"this":[50],"study,":[51],"we":[52],"propose":[53],"deep":[54],"binocular":[55],"fixation":[56],"prediction":[57],"based":[58],"on":[59,119],"hierarchical":[61],"multimodal":[62],"network":[64,115],"that":[65,112],"suitably":[66],"combines":[67],"maps.":[71,108],"proposed":[74,114],"method,":[75],"novel":[77],"convolutional":[78],"block":[79],"attention":[80],"module":[81,96],"completely":[82],"extracts":[83],"image":[84],"texture":[85],"features":[86],"retains":[88],"spatial":[89],"information.":[90],"addition,":[92],"pyramid":[94],"dilated-convolution":[95],"refines":[97],"information,":[99],"further":[100],"improving":[101],"of":[104],"Experimental":[109],"indicate":[111],"achieves":[116],"state-of-the-art":[117],"performance":[118],"NUS":[121],"NCTU":[123],"sets.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":17}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
