{"id":"https://openalex.org/W3035213908","doi":"https://doi.org/10.1109/access.2020.3001041","title":"Inaccurate Supervised Saliency Detection Based on Iterative Feedback Framework","display_name":"Inaccurate Supervised Saliency Detection Based on Iterative Feedback Framework","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3035213908","doi":"https://doi.org/10.1109/access.2020.3001041","mag":"3035213908"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3001041","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3001041","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09112188.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09112188.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101703057","display_name":"Yu Pang","orcid":"https://orcid.org/0000-0003-0959-2252"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Pang","raw_affiliation_strings":["Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100745755","display_name":"Yunhe Wu","orcid":"https://orcid.org/0000-0001-7049-7161"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhe Wu","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101399352","display_name":"Chengdong Wu","orcid":"https://orcid.org/0000-0001-6152-3671"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengdong Wu","raw_affiliation_strings":["Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-6152-3671","affiliations":[{"raw_affiliation_string":"Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073414420","display_name":"Xiaosheng Yu","orcid":"https://orcid.org/0000-0003-3218-1486"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaosheng Yu","raw_affiliation_strings":["Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070703807","display_name":"Yuan Gao","orcid":"https://orcid.org/0000-0002-3376-8433"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Gao","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101703057"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1961,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48848186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"111482","last_page":"111493"},"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/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"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/T12496","display_name":"Color perception and design","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7962043285369873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5355887413024902},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.43703755736351013},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38443809747695923},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36401110887527466},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33013010025024414},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18055349588394165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7962043285369873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5355887413024902},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.43703755736351013},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38443809747695923},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36401110887527466},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33013010025024414},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18055349588394165}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3001041","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3001041","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09112188.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0707ff83c999417cb84bdff2c14c418d","is_oa":true,"landing_page_url":"https://doaj.org/article/0707ff83c999417cb84bdff2c14c418d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 111482-111493 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3001041","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3001041","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09112188.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1041235105","display_name":null,"funder_award_id":"N2026006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1917715100","display_name":null,"funder_award_id":"N2026001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G201717414","display_name":null,"funder_award_id":"N2026005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G219998831","display_name":null,"funder_award_id":"N2026001","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2343898011","display_name":null,"funder_award_id":"U1713216","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2840204536","display_name":null,"funder_award_id":"N2011001","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3255602952","display_name":null,"funder_award_id":"N2026004","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3338903898","display_name":null,"funder_award_id":"61701101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3727163054","display_name":null,"funder_award_id":"61901098","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4577303833","display_name":null,"funder_award_id":"N181602014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4621566683","display_name":null,"funder_award_id":"61973093","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5474138581","display_name":null,"funder_award_id":"N2026005","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5980963839","display_name":null,"funder_award_id":"N181602014","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6376707108","display_name":null,"funder_award_id":"61973093","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6758621743","display_name":null,"funder_award_id":"N2026006","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6824168107","display_name":null,"funder_award_id":"61971118","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6943912923","display_name":null,"funder_award_id":"N2011001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7344153795","display_name":null,"funder_award_id":"61971118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7538985151","display_name":null,"funder_award_id":"U1713216","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7571903043","display_name":null,"funder_award_id":"61901098","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8676691163","display_name":null,"funder_award_id":"N2026004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8855852036","display_name":null,"funder_award_id":"2019JH1/10100005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G935011363","display_name":null,"funder_award_id":"61701101","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3035213908.pdf","grobid_xml":"https://content.openalex.org/works/W3035213908.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W605727707","https://openalex.org/W1581590495","https://openalex.org/W1595276678","https://openalex.org/W1686810756","https://openalex.org/W1897243830","https://openalex.org/W1903001680","https://openalex.org/W1947031653","https://openalex.org/W1985192011","https://openalex.org/W2002781701","https://openalex.org/W2011900468","https://openalex.org/W2024713411","https://openalex.org/W2066624635","https://openalex.org/W2086791339","https://openalex.org/W2100470808","https://openalex.org/W2118246710","https://openalex.org/W2223308386","https://openalex.org/W2342927252","https://openalex.org/W2346506533","https://openalex.org/W2472480899","https://openalex.org/W2552652233","https://openalex.org/W2588600710","https://openalex.org/W2617634260","https://openalex.org/W2740667773","https://openalex.org/W2766439555","https://openalex.org/W2770863526","https://openalex.org/W2794883157","https://openalex.org/W2808275385","https://openalex.org/W2910149237","https://openalex.org/W2945034008","https://openalex.org/W2954204101","https://openalex.org/W2963136160","https://openalex.org/W2963526661","https://openalex.org/W2963781443","https://openalex.org/W2979355824","https://openalex.org/W2999106269","https://openalex.org/W3001637006","https://openalex.org/W3001989900","https://openalex.org/W3008257486","https://openalex.org/W3012163793","https://openalex.org/W4212906384","https://openalex.org/W4232478844","https://openalex.org/W4239147634","https://openalex.org/W6637373629","https://openalex.org/W6639624585"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407"],"abstract_inverted_index":{"Machine":[0],"learning":[1,51,80,92],"based":[2,94],"bottom-up":[3],"saliency":[4,38,95,134,147,165,175],"detection":[5,96],"(MLBU)":[6],"methods":[7,14],"are":[8,64],"very":[9],"popular":[10],"recently.":[11],"These":[12],"MLBU":[13],"firstly":[15],"use":[16,169],"prior":[17,62,105],"knowledge":[18,63,106],"to":[19,42,77,115,131,162,172],"select":[20],"some":[21,69],"regions":[22],"from":[23],"the":[24,54,149,188,191],"given":[25,55],"image":[26,141],"as":[27],"training":[28,35,58,73,101,122,127],"samples":[29,118],"and":[30,46,110],"label":[31],"them.":[32],"Based":[33],"on":[34,182],"set,":[36],"a":[37,133,156],"classifier":[39,135],"is":[40,75,129,153],"learned":[41],"classify":[43],"salient":[44],"object":[45],"background":[47],"by":[48,61,104],"applying":[49],"machine":[50],"algorithms":[52],"in":[53,68],"image.":[56],"Nevertheless,":[57],"labels":[59,102],"obtained":[60,103],"not":[65],"always":[66],"accurate":[67,121,146],"complex":[70],"scenes,":[71],"inaccurate":[72,90,109],"set":[74,123,128],"hard":[76],"make":[78],"subsequent":[79],"process":[81,152],"succeed.":[82],"To":[83,143],"solve":[84],"this":[85],"problem,":[86],"we":[87,168],"propose":[88],"an":[89],"supervised":[91],"(ISL)":[93],"framework,":[97],"which":[98,136],"assumes":[99],"that":[100],"might":[107],"be":[108],"constructs":[111],"three":[112,183],"checking":[113],"rules":[114],"remove":[116],"mislabeled":[117],"for":[119,177],"more":[120,145],"construction.":[124],"The":[125],"refined":[126],"used":[130],"learn":[132],"can":[137],"better":[138,164],"predict":[139],"each":[140],"region.":[142],"obtain":[144],"inference,":[148],"proposed":[150,192],"ISL":[151],"introduced":[154],"into":[155],"novel":[157],"iterative":[158],"feedback":[159],"(IF)":[160],"framework":[161],"generate":[163],"result.":[166],"Finally,":[167],"smoothness":[170],"operator":[171],"further":[173],"smooth":[174],"result":[176],"performance":[178],"improvement.":[179],"Experimental":[180],"results":[181],"benchmark":[184],"datasets":[185],"demonstrate":[186],"adequately":[187],"superiority":[189],"of":[190],"method.":[193]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
