{"id":"https://openalex.org/W2942713621","doi":"https://doi.org/10.23919/icact.2019.8701964","title":"Intelligent monitoring of indoor surveillance video based on deep learning","display_name":"Intelligent monitoring of indoor surveillance video based on deep learning","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2942713621","doi":"https://doi.org/10.23919/icact.2019.8701964","mag":"2942713621"},"language":"en","primary_location":{"id":"doi:10.23919/icact.2019.8701964","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact.2019.8701964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 21st International Conference on Advanced Communication Technology (ICACT)","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/A5100684449","display_name":"Yunxia Liu","orcid":"https://orcid.org/0000-0002-1263-2828"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yun-Xia Liu","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Network Based Intelligent Computing, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Network Based Intelligent Computing, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397442","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0001-8215-7500"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["School of Information Science and Engineering, Shandong University, Qingdao, Shandong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, Qingdao, Shandong Province, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080723456","display_name":"Aijun Shi","orcid":"https://orcid.org/0000-0003-3067-405X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aijun Shi","raw_affiliation_strings":["School of Information Science and Engineering, Shandong University, Qingdao, Shandong Province, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, Qingdao, Shandong Province, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012362281","display_name":"Peng Jigang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peng Jigang","raw_affiliation_strings":["Shandong province's electronic information products quality supervision and inspection Institute, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong province's electronic information products quality supervision and inspection Institute, Jinan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075202003","display_name":"Haowei Liu","orcid":"https://orcid.org/0000-0002-0439-2692"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu Haowei","raw_affiliation_strings":["Shandong province's electronic information products quality supervision and inspection Institute, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong province's electronic information products quality supervision and inspection Institute, Jinan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100684449"],"corresponding_institution_ids":["https://openalex.org/I34949971"],"apc_list":null,"apc_paid":null,"fwci":0.8098,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.76552616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"648","last_page":"653"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9990000128746033,"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":0.9990000128746033,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9945999979972839,"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":0.8505663275718689},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6536694169044495},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.619473934173584},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6121905446052551},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5809335112571716},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5604166388511658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5295805931091309},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.46253326535224915},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4329299330711365},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.4268481135368347},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.23263874650001526},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22989314794540405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8505663275718689},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6536694169044495},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.619473934173584},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6121905446052551},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5809335112571716},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5604166388511658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5295805931091309},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.46253326535224915},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4329299330711365},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.4268481135368347},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.23263874650001526},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22989314794540405},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact.2019.8701964","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact.2019.8701964","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 21st International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.75,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W592963477","https://openalex.org/W603908379","https://openalex.org/W809122546","https://openalex.org/W1686810756","https://openalex.org/W1861492603","https://openalex.org/W1903029394","https://openalex.org/W1960289438","https://openalex.org/W2060208900","https://openalex.org/W2088049833","https://openalex.org/W2088629035","https://openalex.org/W2102605133","https://openalex.org/W2109255472","https://openalex.org/W2194775991","https://openalex.org/W2294233550","https://openalex.org/W2395611524","https://openalex.org/W2549139847","https://openalex.org/W2565639579","https://openalex.org/W2625270925","https://openalex.org/W2896556344","https://openalex.org/W2949883907"],"related_works":["https://openalex.org/W1584123598","https://openalex.org/W2731305060","https://openalex.org/W2372003537","https://openalex.org/W2732807254","https://openalex.org/W2949096641","https://openalex.org/W2970686063","https://openalex.org/W4320729701","https://openalex.org/W3210378990","https://openalex.org/W3034745255","https://openalex.org/W4254103348"],"abstract_inverted_index":{"With":[0],"the":[1,16,36,40,94,105,116,159],"rapid":[2],"development":[3],"of":[4,21,39,55,96],"information":[5],"technology,":[6],"video":[7,74,129],"surveillance":[8,27,41,43],"system":[9,20,70],"has":[10],"become":[11],"a":[12,52,89,128,134],"key":[13],"part":[14],"in":[15,25,93,127],"security":[17],"and":[18,65,151,158],"protection":[19],"modern":[22],"cities.":[23],"Especially":[24],"prisons,":[26],"cameras":[28,44],"could":[29],"be":[30],"found":[31],"almost":[32],"everywhere.":[33],"However,":[34],"with":[35,72],"continuous":[37],"expansion":[38],"network,":[42],"not":[45],"only":[46],"bring":[47],"convenience,":[48],"but":[49],"also":[50],"produce":[51],"massive":[53],"amount":[54],"monitoring":[56,69],"data,":[57],"which":[58,87,122],"poses":[59],"huge":[60],"challenges":[61],"to":[62,114,149,153,155,166],"storage,":[63],"analytics":[64,75],"retrieval.":[66],"The":[67,141],"smart":[68],"equipped":[71],"intelligent":[73],"technology":[76],"can":[77,123],"monitor":[78],"as":[79,81],"well":[80],"pre-alarm":[82],"abnormal":[83],"events":[84],"or":[85],"behaviours,":[86],"is":[88,147,163],"hot":[90],"research":[91],"direction":[92],"field":[95],"surveillance.":[97],"This":[98],"paper":[99],"combines":[100],"deep":[101],"learning":[102],"methods,":[103],"using":[104],"state-of-the-art":[106],"framework":[107],"for":[108,138],"instance":[109],"segmentation,":[110],"called":[111],"Mask":[112],"R-CNN,":[113],"train":[115,150],"fine-tuning":[117],"network":[118,146],"on":[119,168],"our":[120,145,169],"datasets,":[121,157],"efficiently":[124],"detect":[125],"objects":[126],"image":[130],"while":[131],"simultaneously":[132],"generating":[133],"high-quality":[135],"segmentation":[136],"mask":[137,160],"each":[139],"instance.":[140],"experiment":[142],"show":[143],"that":[144],"simple":[148],"easy":[152],"generalize":[154],"other":[156],"average":[161],"precision":[162],"nearly":[164],"up":[165],"98.5%":[167],"own":[170],"datasets.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}