{"id":"https://openalex.org/W2020274953","doi":"https://doi.org/10.1109/icip.2011.6116377","title":"Fusion of visual attention cues by machine learning","display_name":"Fusion of visual attention cues by machine learning","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W2020274953","doi":"https://doi.org/10.1109/icip.2011.6116377","mag":"2020274953"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2011.6116377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2011.6116377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 18th IEEE International Conference on Image Processing","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/A5035143484","display_name":"Wen-Fu Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Fu Lee","raw_affiliation_strings":["Graduate Institute of Communication Engineering","Graduate Institute of Communication Engineering, National Taiwan University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering","institution_ids":[]},{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University#TAB#","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112056813","display_name":"Tai\u2010Hsiang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tai-Hsiang Huang","raw_affiliation_strings":["Graduate Institute of Communication Engineering","Graduate Institute of Communication Engineering, National Taiwan University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering","institution_ids":[]},{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University#TAB#","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060015826","display_name":"Su\u2010Ling Yeh","orcid":"https://orcid.org/0000-0003-4597-8697"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Su-Ling Yeh","raw_affiliation_strings":["Department of Psychology, National Taiwan University, Taiwan","Department of Psychology , National Taiwan University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Psychology , National Taiwan University","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046838550","display_name":"Homer H. Chen","orcid":"https://orcid.org/0000-0002-8795-1911"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Homer H. Chen","raw_affiliation_strings":["Graduate Institute of Communication Engineering","Graduate Institute of Communication Engineering, National Taiwan University#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering","institution_ids":[]},{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University#TAB#","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09280943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5200","issue":null,"first_page":"3301","last_page":"3304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":1.0,"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":1.0,"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":0.9919999837875366,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.991599977016449,"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":0.7877271175384521},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6969391703605652},{"id":"https://openalex.org/keywords/fixation","display_name":"Fixation (population genetics)","score":0.6835778951644897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.642520546913147},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5024909973144531},{"id":"https://openalex.org/keywords/visual-attention","display_name":"Visual attention","score":0.49422600865364075},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4602993130683899},{"id":"https://openalex.org/keywords/visual-perception","display_name":"Visual perception","score":0.45095717906951904},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4192863702774048},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4110746383666992},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38448798656463623},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3395827114582062},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0691797137260437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7877271175384521},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6969391703605652},{"id":"https://openalex.org/C146249460","wikidata":"https://www.wikidata.org/wiki/Q2914991","display_name":"Fixation (population genetics)","level":3,"score":0.6835778951644897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.642520546913147},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5024909973144531},{"id":"https://openalex.org/C2986089797","wikidata":"https://www.wikidata.org/wiki/Q6501338","display_name":"Visual attention","level":3,"score":0.49422600865364075},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4602993130683899},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.45095717906951904},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4192863702774048},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4110746383666992},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38448798656463623},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3395827114582062},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0691797137260437},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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},{"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/icip.2011.6116377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2011.6116377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 18th IEEE International Conference on Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1510835000","https://openalex.org/W1967370536","https://openalex.org/W2047760496","https://openalex.org/W2066953943","https://openalex.org/W2070645165","https://openalex.org/W2119228922","https://openalex.org/W2141265371","https://openalex.org/W2144954512","https://openalex.org/W2153635508","https://openalex.org/W2156253421","https://openalex.org/W2162216530","https://openalex.org/W2169223606","https://openalex.org/W2169949291","https://openalex.org/W3120421331","https://openalex.org/W6668195140"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2077542787","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2070401501","https://openalex.org/W2073640361","https://openalex.org/W1541080097"],"abstract_inverted_index":{"A":[0],"new":[1],"computational":[2],"scheme":[3,38,53],"for":[4],"visual":[5,19],"attention":[6,20],"modeling":[7],"is":[8,39,54],"proposed.":[9],"It":[10],"adopts":[11],"both":[12],"low-level":[13],"and":[14,25,64],"high-level":[15],"features":[16,28],"to":[17,56,78,92],"predict":[18],"from":[21],"a":[22,37],"video":[23],"signal":[24],"fuses":[26],"the":[27,61,65,73,79,83,94,97],"by":[29],"using":[30,44],"machine":[31],"learning.":[32],"We":[33,69],"show":[34,70],"that":[35,71],"such":[36],"more":[40],"robust":[41],"than":[42],"those":[43],"purely":[45],"single":[46],"level":[47],"features.":[48],"Unlike":[49],"conventional":[50],"techniques,":[51],"our":[52],"able":[55],"avoid":[57],"perceptual":[58],"mismatch":[59],"between":[60],"estimated":[62],"saliency":[63],"actual":[66],"human":[67],"fixation.":[68],"selecting":[72],"representative":[74],"training":[75],"samples":[76],"according":[77],"fixation":[80],"distribution":[81],"improves":[82],"efficacy":[84],"of":[85,96],"regressive":[86],"training.":[87],"Experimental":[88],"results":[89],"are":[90],"shown":[91],"demonstrate":[93],"advantages":[95],"proposed":[98],"scheme.":[99]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
