{"id":"https://openalex.org/W2517854994","doi":"https://doi.org/10.1109/icip.2016.7532628","title":"Visual salience and priority estimation for locomotion using a deep convolutional neural network","display_name":"Visual salience and priority estimation for locomotion using a deep convolutional neural network","publication_year":2016,"publication_date":"2016-08-17","ids":{"openalex":"https://openalex.org/W2517854994","doi":"https://doi.org/10.1109/icip.2016.7532628","mag":"2517854994"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2016.7532628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2016.7532628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research-information.bris.ac.uk/files/113615802/Pui_Anantrasirichai_Visual_Salience_and_Priority_Estimation_for_Locomotion_Using_a_Deep_Convolutional_Neural_Network.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021717616","display_name":"Nantheera Anantrasirichai","orcid":"https://orcid.org/0000-0002-2122-5781"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"N. Anantrasirichai","raw_affiliation_strings":["Bristol Vision Institute, University of Bristol, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"Bristol Vision Institute, University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078259873","display_name":"Iain D. Gilchrist","orcid":"https://orcid.org/0000-0003-2070-6679"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Iain D. Gilchrist","raw_affiliation_strings":["Bristol Vision Institute, University of Bristol, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"Bristol Vision Institute, University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048009053","display_name":"David Bull","orcid":"https://orcid.org/0000-0001-7634-190X"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David R. Bull","raw_affiliation_strings":["Bristol Vision Institute, University of Bristol, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"Bristol Vision Institute, University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021717616"],"corresponding_institution_ids":["https://openalex.org/I36234482"],"apc_list":null,"apc_paid":null,"fwci":0.3389,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66730629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"1599","last_page":"1603"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9923999905586243,"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":0.9921000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7993334531784058},{"id":"https://openalex.org/keywords/salience","display_name":"Salience (neuroscience)","score":0.7647658586502075},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7598484754562378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7357934713363647},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.6868489980697632},{"id":"https://openalex.org/keywords/foveal","display_name":"Foveal","score":0.660060465335846},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48823288083076477},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4682164192199707},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.44677072763442993},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3786300718784332},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34076881408691406}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7993334531784058},{"id":"https://openalex.org/C108154423","wikidata":"https://www.wikidata.org/wiki/Q1469792","display_name":"Salience (neuroscience)","level":2,"score":0.7647658586502075},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7598484754562378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7357934713363647},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.6868489980697632},{"id":"https://openalex.org/C30181142","wikidata":"https://www.wikidata.org/wiki/Q865103","display_name":"Foveal","level":3,"score":0.660060465335846},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48823288083076477},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4682164192199707},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.44677072763442993},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3786300718784332},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34076881408691406},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icip.2016.7532628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2016.7532628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire/def57c79-2277-4e46-9544-50cd0e3464cc","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/def57c79-2277-4e46-9544-50cd0e3464cc","pdf_url":"https://research-information.bris.ac.uk/files/113615802/Pui_Anantrasirichai_Visual_Salience_and_Priority_Estimation_for_Locomotion_Using_a_Deep_Convolutional_Neural_Network.pdf","source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Anantrasirichai, P, Gilchrist, I & Bull, D 2017, Visual salience and priority estimation for locomotion using a deep convolutional neural network. in 2016 IEEE International Conference on Image Processing (ICIP 2016) : Proceedings of a meeting held 25-28 September 2016, Phoenix, Arizona, USA. Institute of Electrical and Electronics Engineers (IEEE), pp. 1599-1603. https://doi.org/10.1109/ICIP.2016.7532628","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/def57c79-2277-4e46-9544-50cd0e3464cc","is_oa":false,"landing_page_url":"https://hdl.handle.net/1983/def57c79-2277-4e46-9544-50cd0e3464cc","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:research-information.bris.ac.uk:openaire/def57c79-2277-4e46-9544-50cd0e3464cc","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/def57c79-2277-4e46-9544-50cd0e3464cc","pdf_url":"https://research-information.bris.ac.uk/files/113615802/Pui_Anantrasirichai_Visual_Salience_and_Priority_Estimation_for_Locomotion_Using_a_Deep_Convolutional_Neural_Network.pdf","source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Anantrasirichai, P, Gilchrist, I & Bull, D 2017, Visual salience and priority estimation for locomotion using a deep convolutional neural network. in 2016 IEEE International Conference on Image Processing (ICIP 2016) : Proceedings of a meeting held 25-28 September 2016, Phoenix, Arizona, USA. Institute of Electrical and Electronics Engineers (IEEE), pp. 1599-1603. https://doi.org/10.1109/ICIP.2016.7532628","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2445053314","display_name":null,"funder_award_id":"EP/M000885/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2677270069","display_name":null,"funder_award_id":"EP/J012025/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2517854994.pdf","grobid_xml":"https://content.openalex.org/works/W2517854994.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1497599070","https://openalex.org/W1510835000","https://openalex.org/W1996031228","https://openalex.org/W2008066834","https://openalex.org/W2013894622","https://openalex.org/W2026418062","https://openalex.org/W2033819227","https://openalex.org/W2037328649","https://openalex.org/W2059196018","https://openalex.org/W2063608179","https://openalex.org/W2068419217","https://openalex.org/W2103666701","https://openalex.org/W2119228922","https://openalex.org/W2128272608","https://openalex.org/W2129053638","https://openalex.org/W2133589685","https://openalex.org/W2136825928","https://openalex.org/W2148383759","https://openalex.org/W2155893237","https://openalex.org/W2158983298","https://openalex.org/W2164084182","https://openalex.org/W2169223606","https://openalex.org/W2508990550","https://openalex.org/W6629672220","https://openalex.org/W6666493488","https://openalex.org/W6725360340"],"related_works":["https://openalex.org/W4392163599","https://openalex.org/W2283340763","https://openalex.org/W3097691005","https://openalex.org/W4244194911","https://openalex.org/W2095328482","https://openalex.org/W3170699495","https://openalex.org/W2527310254","https://openalex.org/W1985942700","https://openalex.org/W2161294397","https://openalex.org/W2012644758"],"abstract_inverted_index":{"This":[0,18],"paper":[1],"presents":[2],"a":[3,26],"novel":[4],"method":[5,131],"of":[6,42,64,99,109,143],"salience":[7,74],"and":[8,49,76,86],"priority":[9,30],"estimation":[10],"for":[11,148],"the":[12,36,53,65,84,90,97,133],"human":[13],"visual":[14,19,67],"system":[15],"during":[16],"locomotion.":[17,54,124],"information":[20],"contains":[21],"dynamic":[22],"content":[23],"derived":[24],"from":[25,40,46,141],"moving":[27],"viewpoint.":[28],"The":[29,79,93,125],"map,":[31],"ranking":[32],"key":[33],"areas":[34,88,112],"on":[35,52],"image,":[37],"is":[38],"created":[39],"probabilities":[41],"gaze":[43],"fixations,":[44],"merged":[45],"bottom-up":[47],"features":[48,75],"top-down":[50],"control":[51],"Two":[55],"deep":[56],"convolutional":[57],"neural":[58],"networks":[59],"(CNNs),":[60],"inspired":[61],"by":[62,135],"models":[63],"primate":[66],"system,":[68],"are":[69],"employed":[70],"to":[71,116,119,121,137],"capture":[72],"local":[73],"compute":[77],"probabilities.":[78],"first":[80],"network":[81,95],"operates":[82],"through":[83],"foveal":[85],"peripheral":[87],"around":[89],"eye":[91],"positions.":[92],"second":[94],"obtains":[96],"importance":[98],"fixated":[100],"points":[101],"that":[102,128],"have":[103],"long":[104],"durations":[105],"or":[106,118],"multiple":[107],"visits,":[108],"which":[110],"such":[111],"need":[113],"more":[114],"times":[115],"process":[117],"recheck":[120],"ensure":[122],"smooth":[123],"results":[126],"show":[127],"our":[129],"proposed":[130],"outperforms":[132],"state-of-the-art":[134],"up":[136],"30":[138],"%,":[139],"computed":[140],"average":[142],"four":[144],"well":[145],"known":[146],"metrics":[147],"saliency":[149],"estimation.":[150]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2016-09-16T00:00:00"}
