{"id":"https://openalex.org/W1980862284","doi":"https://doi.org/10.1109/tip.2013.2266099","title":"Salient Region Detection Improved by Principle Component Analysis and Boundary Information","display_name":"Salient Region Detection Improved by Principle Component Analysis and Boundary Information","publication_year":2013,"publication_date":"2013-06-04","ids":{"openalex":"https://openalex.org/W1980862284","doi":"https://doi.org/10.1109/tip.2013.2266099","mag":"1980862284","pmid":"https://pubmed.ncbi.nlm.nih.gov/23744683"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2013.2266099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2013.2266099","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5003460542","display_name":"Po\u2010Hung Wu","orcid":"https://orcid.org/0000-0001-9064-1351"},"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":true,"raw_author_name":"Po-Hung Wu","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011164962","display_name":"Chien\u2010Chi Chen","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":"Chien-Chi Chen","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022371410","display_name":"Jian\u2013Jiun Ding","orcid":"https://orcid.org/0000-0003-4510-2273"},"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":"Jian-Jiun Ding","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057404603","display_name":"Chi-Yu Hsu","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":"Chi-Yu Hsu","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048501847","display_name":"Ying-Wun 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":"Ying-Wun Huang","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"[Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan]","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003460542"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":3.8102,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.94147915,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"22","issue":"9","first_page":"3614","last_page":"3624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9765999913215637,"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/principal-component-analysis","display_name":"Principal component analysis","score":0.6227138638496399},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.5888951420783997},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.588165819644928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5132496356964111},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.5097307562828064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4547828733921051},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4439907371997833},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3747956156730652},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3334207832813263},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10841190814971924},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.0961502194404602}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6227138638496399},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.5888951420783997},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.588165819644928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5132496356964111},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.5097307562828064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4547828733921051},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4439907371997833},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3747956156730652},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3334207832813263},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10841190814971924},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0961502194404602},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2013.2266099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2013.2266099","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:23744683","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23744683","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1531254137","https://openalex.org/W1699734612","https://openalex.org/W1872412942","https://openalex.org/W1965301399","https://openalex.org/W1967125100","https://openalex.org/W1972735298","https://openalex.org/W1981228217","https://openalex.org/W1997069228","https://openalex.org/W2011310361","https://openalex.org/W2018377917","https://openalex.org/W2026019603","https://openalex.org/W2030031014","https://openalex.org/W2037954058","https://openalex.org/W2061052400","https://openalex.org/W2078132377","https://openalex.org/W2100470808","https://openalex.org/W2117301471","https://openalex.org/W2117466280","https://openalex.org/W2118615399","https://openalex.org/W2125378844","https://openalex.org/W2128272608","https://openalex.org/W2129491087","https://openalex.org/W2135957164","https://openalex.org/W2146103513","https://openalex.org/W2157554677","https://openalex.org/W2161337320","https://openalex.org/W2171378720","https://openalex.org/W2567978322","https://openalex.org/W2996868574","https://openalex.org/W3137241515","https://openalex.org/W3138544339","https://openalex.org/W6641652312","https://openalex.org/W6653403651","https://openalex.org/W6731638882"],"related_works":["https://openalex.org/W2329500892","https://openalex.org/W1975632186","https://openalex.org/W28991112","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2370726991","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W2373052636"],"abstract_inverted_index":{"Salient":[0],"region":[1],"detection":[2,126],"is":[3,32,55,100,110,120],"useful":[4],"for":[5,78],"several":[6],"image-processing":[7],"applications,":[8],"such":[9],"as":[10,89,91],"adaptive":[11],"compression,":[12],"object":[13],"recognition,":[14],"image":[15,20,61,108],"retrieval,":[16],"filter":[17,40,54],"design,":[18],"and":[19,41,66,81,94,128,135],"retargeting.":[21],"A":[22,97],"novel":[23],"method":[24,119],"to":[25,103,112,130],"determine":[26],"the":[27,105],"salient":[28,64],"regions":[29],"of":[30],"images":[31],"proposed":[33,118],"in":[34,49,58],"this":[35],"paper.":[36],"The":[37,52,117],"L\u2080":[38,53],"smoothing":[39],"principle":[42],"component":[43],"analysis":[44],"(PCA)":[45],"play":[46],"important":[47],"roles":[48],"our":[50],"framework.":[51],"extremely":[56],"helpful":[57],"characterizing":[59],"fundamental":[60],"constituents,":[62],"i.e.,":[63],"edges,":[65],"can":[67,85],"simultaneously":[68],"diminish":[69],"insignificant":[70],"details,":[71],"thus":[72],"producing":[73],"more":[74],"accurate":[75],"boundary":[76,82],"information":[77],"background":[79],"merging":[80],"scoring.":[83],"PCA":[84],"reduce":[86],"computational":[87],"complexity":[88],"well":[90],"attenuate":[92],"noise":[93],"translation":[95],"errors.":[96],"local-global":[98],"contrast":[99],"then":[101],"used":[102,111],"calculate":[104],"distinction.":[106],"Finally,":[107],"segmentation":[109],"achieve":[113],"full-resolution":[114],"saliency":[115,125],"maps.":[116],"compared":[121],"with":[122],"other":[123],"state-of-the-art":[124],"methods":[127],"shown":[129],"yield":[131],"higher":[132],"precision-recall":[133],"rates":[134],"F-measures.":[136]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}