{"id":"https://openalex.org/W2163792165","doi":"https://doi.org/10.1145/1865987.1865996","title":"Traffic modeling and prediction using camera sensor networks","display_name":"Traffic modeling and prediction using camera sensor networks","publication_year":2010,"publication_date":"2010-08-31","ids":{"openalex":"https://openalex.org/W2163792165","doi":"https://doi.org/10.1145/1865987.1865996","mag":"2163792165"},"language":"en","primary_location":{"id":"doi:10.1145/1865987.1865996","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1865987.1865996","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras","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/A5070823420","display_name":"Zaihong Shuai","orcid":null},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zaihong Shuai","raw_affiliation_strings":["University of California, Merced, CA"],"affiliations":[{"raw_affiliation_string":"University of California, Merced, CA","institution_ids":["https://openalex.org/I156087764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033764106","display_name":"Songhwai Oh","orcid":"https://orcid.org/0000-0002-9781-2018"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Songhwai Oh","raw_affiliation_strings":["Seoul National University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100418319","display_name":"Ming\u2013Hsuan Yang","orcid":"https://orcid.org/0000-0003-4848-2304"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming-Hsuan Yang","raw_affiliation_strings":["University of California, Merced, CA"],"affiliations":[{"raw_affiliation_string":"University of California, Merced, CA","institution_ids":["https://openalex.org/I156087764"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070823420"],"corresponding_institution_ids":["https://openalex.org/I156087764"],"apc_list":null,"apc_paid":null,"fwci":0.9561,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.78979417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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":0.9998000264167786,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.768856942653656},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6387404203414917},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.589146077632904},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4905535578727722},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4584048092365265},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.43658193945884705},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42312559485435486},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.26042068004608154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.768856942653656},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6387404203414917},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.589146077632904},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4905535578727722},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4584048092365265},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.43658193945884705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42312559485435486},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26042068004608154},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1865987.1865996","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1865987.1865996","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5968161667","display_name":null,"funder_award_id":"W911NF-06-1-0076","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1494582337","https://openalex.org/W1520531117","https://openalex.org/W1592079945","https://openalex.org/W1607990371","https://openalex.org/W1772361843","https://openalex.org/W1977594609","https://openalex.org/W1979721253","https://openalex.org/W2000895925","https://openalex.org/W2026770071","https://openalex.org/W2069689564","https://openalex.org/W2114701396","https://openalex.org/W2115569382","https://openalex.org/W2125483732","https://openalex.org/W2130403046","https://openalex.org/W2133346017","https://openalex.org/W2149115367","https://openalex.org/W2149167202","https://openalex.org/W2156072601","https://openalex.org/W2161969291","https://openalex.org/W2165742335","https://openalex.org/W2167993212","https://openalex.org/W2171117352","https://openalex.org/W2734583084","https://openalex.org/W2914885528","https://openalex.org/W3147444766","https://openalex.org/W4256361765","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W2079312091"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,26],"Bayesian":[3],"framework":[4,24],"for":[5,102],"modeling":[6],"and":[7,38,42,88,106],"predicting":[8],"traffic":[9,32,66,84],"patterns":[10,33],"using":[11,69],"information":[12],"obtained":[13],"from":[14,48],"wireless":[15],"sensor":[16],"networks.":[17],"For":[18],"concreteness,":[19],"we":[20],"apply":[21],"the":[22,70,93,97],"proposed":[23,71],"to":[25,79],"smart":[27,110],"building":[28],"application":[29],"in":[30,65],"which":[31],"of":[34,44,59,96,109],"humans":[35],"are":[36],"modeled":[37],"predicted":[39],"through":[40],"detection":[41],"matching":[43],"their":[45],"images":[46,58],"taken":[47],"cameras":[49],"at":[50],"different":[51],"locations.":[52],"Experiments":[53],"with":[54],"more":[55],"than":[56],"2,500":[57],"20":[60],"subjects":[61],"demonstrate":[62],"promising":[63],"results":[64],"pattern":[67],"prediction":[68],"algorithm.":[72],"The":[73],"algorithm":[74],"can":[75,99],"also":[76],"be":[77,100],"applied":[78],"other":[80],"applications":[81],"including":[82],"surveillance,":[83],"monitoring,":[85],"abnormality":[86],"detection,":[87],"location-based":[89],"services.":[90],"In":[91],"addition,":[92],"long-term":[94],"deployment":[95],"network":[98],"used":[101],"security,":[103],"energy":[104],"conservation":[105],"utilization":[107],"improvement":[108],"buildings.":[111]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
