{"id":"https://openalex.org/W3005100568","doi":"https://doi.org/10.1109/percomworkshops48775.2020.9156251","title":"CONVINCE: Collaborative Cross-Camera Video Analytics at the Edge","display_name":"CONVINCE: Collaborative Cross-Camera Video Analytics at the Edge","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3005100568","doi":"https://doi.org/10.1109/percomworkshops48775.2020.9156251","mag":"3005100568"},"language":"en","primary_location":{"id":"doi:10.1109/percomworkshops48775.2020.9156251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops48775.2020.9156251","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2002.03797","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018941446","display_name":"Hannaneh Barahouei Pasandi","orcid":"https://orcid.org/0000-0001-7311-7179"},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hannaneh Barahouei Pasandi","raw_affiliation_strings":["Dept. of Computer Science, Virginia Commonwealth University, Richmond, VA, USA","Virginia Commonwealth University,Dept. of Computer Science,Richmond,VA,USA,23284"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]},{"raw_affiliation_string":"Virginia Commonwealth University,Dept. of Computer Science,Richmond,VA,USA,23284","institution_ids":["https://openalex.org/I184840846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058067329","display_name":"Tamer Nadeem","orcid":"https://orcid.org/0000-0003-3249-1978"},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tamer Nadeem","raw_affiliation_strings":["Dept. of Computer Science, Virginia Commonwealth University, Richmond, VA, USA","Virginia Commonwealth University,Dept. of Computer Science,Richmond,VA,USA,23284"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Virginia Commonwealth University, Richmond, VA, USA","institution_ids":["https://openalex.org/I184840846"]},{"raw_affiliation_string":"Virginia Commonwealth University,Dept. of Computer Science,Richmond,VA,USA,23284","institution_ids":["https://openalex.org/I184840846"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018941446"],"corresponding_institution_ids":["https://openalex.org/I184840846"],"apc_list":null,"apc_paid":null,"fwci":0.10496732,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.35791276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10036","display_name":"Advanced Neural Network Applications","score":0.9986000061035156,"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/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8096708655357361},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6441802978515625},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6239283680915833},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6211956143379211},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5858797430992126},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5653055310249329},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5221952795982361},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4682743549346924},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4539501368999481},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.41654932498931885},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.41490811109542847},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3973769545555115},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39511823654174805},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2628481388092041},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23308342695236206},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16724643111228943},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10451957583427429}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8096708655357361},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6441802978515625},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6239283680915833},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6211956143379211},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5858797430992126},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5653055310249329},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5221952795982361},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4682743549346924},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4539501368999481},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.41654932498931885},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.41490811109542847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3973769545555115},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39511823654174805},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2628481388092041},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23308342695236206},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16724643111228943},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10451957583427429},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/percomworkshops48775.2020.9156251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops48775.2020.9156251","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2002.03797","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.03797","pdf_url":"https://arxiv.org/pdf/2002.03797","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3005100568","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2002.03797v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2002.03797","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2002.03797","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2002.03797","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.03797","pdf_url":"https://arxiv.org/pdf/2002.03797","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3005100568.pdf","grobid_xml":"https://content.openalex.org/works/W3005100568.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2570343428","https://openalex.org/W2605287558","https://openalex.org/W2765691218","https://openalex.org/W2774208477","https://openalex.org/W2872933037","https://openalex.org/W2890579984","https://openalex.org/W2923813945","https://openalex.org/W2962793481","https://openalex.org/W2963510045","https://openalex.org/W2963943197","https://openalex.org/W2974513106","https://openalex.org/W2979895532","https://openalex.org/W3001680852","https://openalex.org/W3003592894","https://openalex.org/W6746559639","https://openalex.org/W6747775389","https://openalex.org/W6773819557"],"related_works":["https://openalex.org/W3007969740","https://openalex.org/W2966313861","https://openalex.org/W2794326416","https://openalex.org/W3129390094","https://openalex.org/W2118852282","https://openalex.org/W2036137749","https://openalex.org/W24224164","https://openalex.org/W2917909748","https://openalex.org/W2969416000","https://openalex.org/W2501889045","https://openalex.org/W3120995109","https://openalex.org/W1981150599","https://openalex.org/W2995098730","https://openalex.org/W2626401310","https://openalex.org/W3000582476","https://openalex.org/W3098668375","https://openalex.org/W3111303284","https://openalex.org/W3174488528","https://openalex.org/W2805571782"],"abstract_inverted_index":{"Today,":[0],"video":[1,57,92],"cameras":[2,84,113],"are":[3],"deployed":[4],"in":[5,69,114],"dense":[6,55],"for":[7,46],"monitoring":[8],"physical":[9],"places":[10],"e.g.,":[11],"city,":[12],"industrial,":[13],"or":[14],"agricultural":[15],"sites.":[16],"In":[17,54],"the":[18,48,82,102,152],"current":[19,70],"systems,":[20],"each":[21],"camera":[22],"node":[23],"sends":[24],"its":[25],"feed":[26],"to":[27,79],"a":[28,61,76,86],"cloud":[29],"server":[30],"individually.":[31],"However,":[32],"this":[33,72],"approach":[34,78],"suffers":[35],"from":[36],"several":[37],"hurdles":[38],"including":[39],"higher":[40],"computation":[41,103],"cost,":[42],"large":[43],"bandwidth":[44,106],"requirement":[45],"analyzing":[47],"enormous":[49],"data,":[50],"and":[51,105,119],"privacy":[52],"concerns.":[53],"deployment,":[56],"nodes":[58],"typically":[59],"demonstrate":[60,135],"significant":[62],"spatio-temporal":[63,110],"correlation.":[64],"To":[65],"overcome":[66],"these":[67],"obstacles":[68],"approaches,":[71],"paper":[73],"introduces":[74],"CONVINCE,":[75],"new":[77],"look":[80],"at":[81,99],"network":[83],"as":[85],"collective":[87],"entity":[88],"that":[89,136],"enables":[90],"collaborative":[91,127],"analytics":[93],"pipeline":[94],"among":[95,112,130],"cameras.":[96,132],"CONVINCE":[97,137],"aims":[98],"1)":[100],"reducing":[101],"cost":[104],"requirements":[107],"by":[108,125,145],"leveraging":[109],"correlations":[111],"eliminating":[115],"redundant":[116],"frames":[117],"intelligently,":[118],"ii)":[120],"improving":[121],"vision":[122],"algorithms'":[123],"accuracy":[124,142],"enabling":[126],"knowledge":[128],"sharing":[129],"relevant":[131],"Our":[133],"results":[134],"achieves":[138],"an":[139],"object":[140],"identification":[141],"of":[143,150],"$\\sim$91\\%,":[144],"transmitting":[146],"only":[147],"about":[148],"$\\sim$25\\%":[149],"all":[151],"recorded":[153],"frames.":[154]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
