{"id":"https://openalex.org/W3000469557","doi":"https://doi.org/10.1109/mnet.001.1900260","title":"Salient Object Detection in the Distributed Cloud-Edge Intelligent Network","display_name":"Salient Object Detection in the Distributed Cloud-Edge Intelligent Network","publication_year":2020,"publication_date":"2020-01-17","ids":{"openalex":"https://openalex.org/W3000469557","doi":"https://doi.org/10.1109/mnet.001.1900260","mag":"3000469557"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.001.1900260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.001.1900260","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-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/A5049053722","display_name":"Zhifan Gao","orcid":"https://orcid.org/0000-0002-1576-4439"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zhifan Gao","raw_affiliation_strings":["Western University, London, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055336250","display_name":"Heye Zhang","orcid":"https://orcid.org/0000-0003-3828-0629"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heye Zhang","raw_affiliation_strings":["School of Biomedical Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006095484","display_name":"Shizhou Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shizhou Dong","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087112236","display_name":"Shanhui Sun","orcid":"https://orcid.org/0000-0001-9841-8592"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shanhui Sun","raw_affiliation_strings":["Shenzhen Keya Medical Technology Corporation, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Keya Medical Technology Corporation, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328001","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0002-7528-2407"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["Shenzhen Keya Medical Technology Corporation, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Keya Medical Technology Corporation, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436460","display_name":"Guang Yang","orcid":"https://orcid.org/0000-0001-7344-7733"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guang Yang","raw_affiliation_strings":["National Heart and Lung Institute, Imperial Colege London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Heart and Lung Institute, Imperial Colege London, London, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002339773","display_name":"Wanqing Wu","orcid":"https://orcid.org/0000-0001-7594-1487"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanqing Wu","raw_affiliation_strings":["School of Biomedical Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386630","display_name":"Shuo Li","orcid":"https://orcid.org/0000-0002-5184-3230"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shuo Li","raw_affiliation_strings":["Western University, London, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045093520","display_name":"Victor Hugo C. de Albuquerque","orcid":"https://orcid.org/0000-0003-3886-4309"},"institutions":[{"id":"https://openalex.org/I3125581668","display_name":"Universidade de Fortaleza","ror":"https://ror.org/02ynbzc81","country_code":"BR","type":"education","lineage":["https://openalex.org/I3125581668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Victor Hugo C. de Albuquerque","raw_affiliation_strings":["Graduate Program in Applied Informatics, University of Fortaleza, Fortaleza, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Applied Informatics, University of Fortaleza, Fortaleza, Brazil","institution_ids":["https://openalex.org/I3125581668"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2292,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":{"value":0.97356881,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"34","issue":"2","first_page":"216","last_page":"224"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9925000071525574,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9869999885559082,"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":0.8667548894882202},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7469475865364075},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5111129879951477},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4850401282310486},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.482382208108902},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.4759606719017029},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4420603811740875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4355432391166687},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.41708600521087646},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.41021764278411865},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2701611816883087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8667548894882202},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7469475865364075},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5111129879951477},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4850401282310486},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.482382208108902},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.4759606719017029},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4420603811740875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4355432391166687},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.41708600521087646},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.41021764278411865},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2701611816883087},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.001.1900260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.001.1900260","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2080142539","https://openalex.org/W2085625911","https://openalex.org/W2169041475","https://openalex.org/W2517325737","https://openalex.org/W2528092473","https://openalex.org/W2560023338","https://openalex.org/W2616644355","https://openalex.org/W2783231089","https://openalex.org/W2786070938","https://openalex.org/W2797952247","https://openalex.org/W2887817291","https://openalex.org/W2888704015","https://openalex.org/W2891691179","https://openalex.org/W2896880663","https://openalex.org/W2947575016","https://openalex.org/W3103912303"],"related_works":["https://openalex.org/W3154796165","https://openalex.org/W4324372666","https://openalex.org/W2979760315","https://openalex.org/W4225706866","https://openalex.org/W4322761281","https://openalex.org/W2914646191","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Intelligent":[0],"network":[1,29],"is":[2,37,52,58,206],"crucial":[3,39],"in":[4,41,98,112,147,178,189,216],"the":[5,18,46,63,67,85,92,99,106,113,118,137,144,154,167,179,184,190,196,203,210,214,217,222,238,243,264],"building":[6],"of":[7,131,213,242,266],"telecom":[8],"networks":[9],"because":[10,130],"it":[11,57],"utilizes":[12],"artificial":[13],"intelligent":[14,28,86],"technologies":[15],"to":[16,35,94,108,125,192,272],"improve":[17],"performance.":[19],"Salient":[20],"object":[21,81,127,186],"detection":[22,50,82,128,187],"has":[23],"increasingly":[24],"attracted":[25],"interest":[26],"from":[27,195],"research":[30],"since":[31],"estimating":[32],"human":[33],"attention":[34],"objects":[36],"a":[38,74,173,228],"step":[40],"various":[42],"surveillance":[43],"applications.":[44],"However,":[45,117],"computational-consuming":[47],"and":[48,140,161,269],"memory-consuming":[49],"model":[51,145,188,215],"still":[53],"less":[54],"effective":[55],"when":[56],"deployed":[59],"only":[60],"either":[61],"on":[62,66,84,256],"cloud":[64],"or":[65,199],"edge.":[68],"In":[69],"this":[70],"article,":[71],"we":[72],"propose":[73],"specially-designed":[75],"cloud-edge":[76,120],"distributed":[77,121],"framework":[78,89,171,226,268],"for":[79,143],"salient":[80,126,185,244],"based":[83],"network.":[87],"This":[88],"can":[90,182,235,262],"overcome":[91],"difficulty":[93,107],"transmit":[95],"massive":[96,110],"data":[97,111],"cloud-only":[100],"deployment":[101,115],"scheme,":[102],"as":[103,105],"well":[104],"analyze":[109],"edge-only":[114],"scheme.":[116],"traditional":[119],"schemes":[122],"are":[123],"unsuitable":[124],"task":[129],"two":[132],"challenges:":[133],"1)":[134],"balance":[135],"between":[136,152],"within-semantic":[138],"knowledge":[139,142,156],"cross-semantic":[141],"training":[146],"different":[148,218],"servers;":[149],"2)":[150],"contradiction":[151],"extracting":[153],"semantic":[155],"with":[157,201],"global":[158,239],"contextual":[159,240],"information":[160,175],"local":[162,249],"detailed":[163,250],"information.":[164],"To":[165,220],"tackle":[166],"first":[168],"challenge,":[169,224],"our":[170,225,267],"enables":[172],"hierarchical":[174],"allocation":[176],"strategy":[177],"cloud.":[180],"It":[181,234],"prompt":[183],"edge":[191,204],"learn":[193],"more":[194],"similar":[197],"scenes":[198],"semantics":[200],"where":[202],"server":[205],"located,":[207],"while":[208,246],"preserving":[209,247],"generalization":[211],"ability":[212],"scenes.":[219],"address":[221],"second":[223],"proposes":[227],"novel":[229],"pyramidal":[230],"deep":[231],"learning":[232],"model.":[233],"effectively":[236],"capture":[237],"features":[241],"object,":[245],"its":[248,270],"features.":[251],"The":[252],"extensive":[253],"experiments":[254],"performed":[255],"six":[257],"commonly-":[258],"used":[259],"public":[260],"datasets":[261],"demonstrate":[263],"effectiveness":[265],"superiority":[271],"11":[273],"state-of-the-art":[274],"approaches.":[275]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}