{"id":"https://openalex.org/W4308089094","doi":"https://doi.org/10.1109/secon55815.2022.9918169","title":"Focus! Provisioning Attention-aware Detection for Real-time On-device Video Analytics","display_name":"Focus! Provisioning Attention-aware Detection for Real-time On-device Video Analytics","publication_year":2022,"publication_date":"2022-09-20","ids":{"openalex":"https://openalex.org/W4308089094","doi":"https://doi.org/10.1109/secon55815.2022.9918169"},"language":"en","primary_location":{"id":"doi:10.1109/secon55815.2022.9918169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/secon55815.2022.9918169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 19th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)","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/A5103208814","display_name":"Yuting Yan","orcid":"https://orcid.org/0000-0002-7058-1272"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuting Yan","raw_affiliation_strings":["Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","State Key Lab. for Novel Software Technology, Nanjing University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, P.R. China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033393527","display_name":"Yibo Jin","orcid":"https://orcid.org/0000-0001-5560-1338"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibo Jin","raw_affiliation_strings":["Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","State Key Lab. for Novel Software Technology, Nanjing University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, P.R. China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394022","display_name":"Sheng Zhang","orcid":"https://orcid.org/0000-0002-6581-6399"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Zhang","raw_affiliation_strings":["Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","State Key Lab. for Novel Software Technology, Nanjing University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, P.R. China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040160573","display_name":"Fangwen Cheng","orcid":"https://orcid.org/0000-0003-3574-407X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangwen Cheng","raw_affiliation_strings":["Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","State Key Lab. for Novel Software Technology, Nanjing University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, P.R. China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036667679","display_name":"Zhuzhong Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuzhong Qian","raw_affiliation_strings":["Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","State Key Lab. for Novel Software Technology, Nanjing University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, P.R. China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043533769","display_name":"Sanglu Lu","orcid":"https://orcid.org/0000-0003-1467-4519"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sanglu Lu","raw_affiliation_strings":["Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","State Key Lab. for Novel Software Technology, Nanjing University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University,State Key Lab. for Novel Software Technology,P.R. China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, P.R. China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103208814"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":0.3048,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55373047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"271","last_page":"279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9987000226974487,"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":0.9987000226974487,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9922000169754028,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8708943128585815},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7383555769920349},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6050702333450317},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5595046281814575},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.5410979390144348},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4451354444026947},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4109194874763489},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2324385941028595},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21078935265541077},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14639776945114136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8708943128585815},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7383555769920349},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6050702333450317},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5595046281814575},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.5410979390144348},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4451354444026947},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4109194874763489},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2324385941028595},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21078935265541077},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14639776945114136},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/secon55815.2022.9918169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/secon55815.2022.9918169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 19th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3614576492","display_name":null,"funder_award_id":"61872175,61832008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2273814841","https://openalex.org/W2366080774","https://openalex.org/W2023981379","https://openalex.org/W1972041827","https://openalex.org/W4235234218","https://openalex.org/W2122324098","https://openalex.org/W3198204252","https://openalex.org/W2783184919","https://openalex.org/W2044170045","https://openalex.org/W2102732522"],"abstract_inverted_index":{"The":[0,182],"detection":[1,78,128,139,170],"of":[2,85,93,103,152,188],"objects":[3,35,45],"via":[4,155],"neural":[5],"networks":[6],"plays":[7],"a":[8,59,115,118,156],"key":[9],"role":[10],"in":[11,58,122,144],"various":[12],"video":[13,146,178],"analytics,":[14,80],"but":[15],"consumes":[16],"huge":[17],"resources.":[18],"Due":[19],"to":[20,51,74,81,125,136,147],"the":[21,34,38,43,83,91,95,101,127,138,145,150,153,160,173,177,186],"limited":[22],"on-device":[23,77,104],"computing":[24],"capability,":[25],"such":[26,114],"real-time":[27,174],"detections":[28,54,86],"should":[29],"be":[30],"precisely":[31],"used":[32],"for":[33,79,87,141,176],"that":[36],"need":[37],"most":[39],"attention.":[40],"Unfortunately,":[41],"as":[42,117],"target":[44],"keep":[46],"moving,":[47],"existing":[48,62],"systems":[49],"fail":[50],"conduct":[52],"adaptive":[53],"over":[55,98,191],"multiple":[56,192],"regions":[57],"video,":[60],"and":[61,100,159,172],"tracking":[63],"mechanisms":[64],"are":[65,180],"easily":[66],"affected":[67],"by":[68],"background":[69],"contents.":[70],"Therefore,":[71],"we":[72,131],"propose":[73],"design":[75,132],"attention-aware":[76],"increase":[82],"quality":[84],"those":[88],"targets.":[89],"However,":[90],"uncertainty":[92],"detections,":[94],"attention":[96],"shift":[97],"regions,":[99],"provisioning":[102],"resources":[105],"essentially":[106],"hamper":[107],"us":[108],"from":[109],"efficient":[110],"analytics.":[111],"We":[112],"formulate":[113],"scenario":[116],"non-linear":[119],"integer":[120],"program":[121],"long-term":[123],"scope,":[124],"maximize":[126],"accuracy.":[129],"Afterwards,":[130],"an":[133],"online":[134],"mechanism":[135],"orchestrate":[137],"model":[140],"each":[142],"region":[143],"cope":[148],"with":[149],"moves":[151],"targets,":[154],"queue-based":[157],"adaptation":[158],"randomized":[161],"rounding.":[162],"Via":[163],"rigorous":[164],"proof,":[165],"both":[166],"dynamic":[167],"regret":[168],"regarding":[169],"accuracy":[171],"requirement":[175],"analytics":[179],"ensured.":[181],"testbed":[183],"experiments":[184],"confirm":[185],"superiority":[187],"our":[189],"approach":[190],"state-of-the-art":[193],"algorithms.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}