{"id":"https://openalex.org/W846585218","doi":"https://doi.org/10.1117/12.2197036","title":"Saliency detection based on multi-instance images learning","display_name":"Saliency detection based on multi-instance images learning","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W846585218","doi":"https://doi.org/10.1117/12.2197036","mag":"846585218"},"language":"en","primary_location":{"id":"doi:10.1117/12.2197036","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2197036","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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/A5101091652","display_name":"Shouhong Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shouhong Wan","raw_affiliation_strings":["Key Lab. of Electromagnetic Space Information (China)","Univ. of Science and Technology of China (China)"],"affiliations":[{"raw_affiliation_string":"Key Lab. of Electromagnetic Space Information (China)","institution_ids":["https://openalex.org/I4210124847"]},{"raw_affiliation_string":"Univ. of Science and Technology of China (China)","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087025546","display_name":"Peiquan Jin","orcid":"https://orcid.org/0000-0002-3871-0548"},"institutions":[{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiquan Jin","raw_affiliation_strings":["Key Lab. of Electromagnetic Space Information (China)","Univ. of Science and Technology of China (China)"],"affiliations":[{"raw_affiliation_string":"Key Lab. of Electromagnetic Space Information (China)","institution_ids":["https://openalex.org/I4210124847"]},{"raw_affiliation_string":"Univ. of Science and Technology of China (China)","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020797370","display_name":"Lihua Yue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihua Yue","raw_affiliation_strings":["Key Lab. of Electromagnetic Space Information (China)","Univ. of Science and Technology of China (China)"],"affiliations":[{"raw_affiliation_string":"Key Lab. of Electromagnetic Space Information (China)","institution_ids":["https://openalex.org/I4210124847"]},{"raw_affiliation_string":"Univ. of Science and Technology of China (China)","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088984277","display_name":"Qian Huang","orcid":"https://orcid.org/0000-0002-7969-0029"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210124847","display_name":"National Engineering Research Center of Electromagnetic Radiation Control Materials","ror":"https://ror.org/02k4dcs46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210124847"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Huang","raw_affiliation_strings":["Key Lab. of Electromagnetic Space Information (China)","Univ. of Science and Technology of China (China)"],"affiliations":[{"raw_affiliation_string":"Key Lab. of Electromagnetic Space Information (China)","institution_ids":["https://openalex.org/I4210124847"]},{"raw_affiliation_string":"Univ. of Science and Technology of China (China)","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101091652"],"corresponding_institution_ids":["https://openalex.org/I126520041","https://openalex.org/I4210124847"],"apc_list":null,"apc_paid":null,"fwci":0.1999,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54486766,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"9631","issue":null,"first_page":"96310O","last_page":"96310O"},"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/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9879999756813049,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9825999736785889,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8302669525146484},{"id":"https://openalex.org/keywords/saliency-map","display_name":"Saliency map","score":0.7590051293373108},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.750241756439209},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7191070318222046},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.63835608959198},{"id":"https://openalex.org/keywords/kadir\u2013brady-saliency-detector","display_name":"Kadir\u2013Brady saliency detector","score":0.6161602139472961},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5976812839508057},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5950116515159607},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.56639164686203},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.563263475894928},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5504723787307739},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5302348136901855},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44974640011787415},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.43520987033843994}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8302669525146484},{"id":"https://openalex.org/C2779679900","wikidata":"https://www.wikidata.org/wiki/Q25304431","display_name":"Saliency map","level":3,"score":0.7590051293373108},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.750241756439209},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7191070318222046},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.63835608959198},{"id":"https://openalex.org/C202227193","wikidata":"https://www.wikidata.org/wiki/Q6345568","display_name":"Kadir\u2013Brady saliency detector","level":4,"score":0.6161602139472961},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5976812839508057},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5950116515159607},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.56639164686203},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.563263475894928},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5504723787307739},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5302348136901855},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44974640011787415},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.43520987033843994},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2197036","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2197036","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1981228217","https://openalex.org/W1987794317","https://openalex.org/W2002781701","https://openalex.org/W2041719651","https://openalex.org/W2100470808","https://openalex.org/W2109592997","https://openalex.org/W2127852715","https://openalex.org/W2144764737","https://openalex.org/W2163474322","https://openalex.org/W2170161511","https://openalex.org/W2385445900","https://openalex.org/W2619845113","https://openalex.org/W6676228660","https://openalex.org/W6684158799"],"related_works":["https://openalex.org/W2805433183","https://openalex.org/W2001667162","https://openalex.org/W2782976991","https://openalex.org/W2998848029","https://openalex.org/W2921433735","https://openalex.org/W2021373074","https://openalex.org/W3140461984","https://openalex.org/W2781926731","https://openalex.org/W1966822461","https://openalex.org/W1986917580"],"abstract_inverted_index":{"Existing":[0],"visual":[1,23,52,57],"saliency":[2,24,42,58,89,94,101],"detection":[3,25,43,102],"methods":[4],"are":[5,20],"usually":[6],"based":[7,26,44,59],"on":[8,27,45,60],"single":[9,18,28],"image,":[10],"however,":[11],"without":[12],"priori":[13],"knowledge,":[14],"the":[15,74,91,107],"contents":[16],"of":[17,33,76,109],"image":[19,29],"ambiguous,":[21],"so":[22],"can\u2019t":[30],"extract":[31],"region":[32],"interest.":[34],"To":[35],"solve":[36],"it,":[37],"we":[38],"propose":[39],"a":[40],"novel":[41],"multi-instance":[46,70],"images.":[47],"Our":[48],"method":[49,105],"considers":[50],"human\u2019s":[51],"psychological":[53],"factors":[54],"and":[55,65,78],"measures":[56],"global":[61],"contrast,":[62],"local":[63],"contrast":[64],"sparsity.":[66],"It":[67],"firstly":[68],"uses":[69],"learning":[71],"to":[72],"get":[73],"center":[75],"clustering,":[77],"then":[79],"computes":[80],"feature":[81,88],"relative":[82],"dispersion.":[83],"By":[84],"fusing":[85],"different":[86],"weighted":[87],"map,":[90],"final":[92],"synthesize":[93],"map":[95],"is":[96],"generated.":[97],"Comparing":[98],"with":[99],"other":[100],"methods,":[103],"our":[104],"increases":[106],"rate":[108],"hit.":[110]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}