{"id":"https://openalex.org/W3117742933","doi":"https://doi.org/10.1145/3430199.3430201","title":"People Counting Based on Multi-scale Region Adaptive Segmentation and Depth Neural Network","display_name":"People Counting Based on Multi-scale Region Adaptive Segmentation and Depth Neural Network","publication_year":2020,"publication_date":"2020-06-26","ids":{"openalex":"https://openalex.org/W3117742933","doi":"https://doi.org/10.1145/3430199.3430201","mag":"3117742933"},"language":"en","primary_location":{"id":"doi:10.1145/3430199.3430201","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3430199.3430201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 3rd International Conference on Artificial Intelligence and Pattern Recognition","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/A5013798584","display_name":"Feng Min","orcid":"https://orcid.org/0000-0002-6846-8916"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Min","raw_affiliation_strings":["Hubei Province Key Laboratory of Intelligent Robot Wuhan, Institute of Technology, CHN"],"affiliations":[{"raw_affiliation_string":"Hubei Province Key Laboratory of Intelligent Robot Wuhan, Institute of Technology, CHN","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100700120","display_name":"Yansong Wang","orcid":"https://orcid.org/0000-0002-2429-781X"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yansong Wang","raw_affiliation_strings":["Hubei Province Key Laboratory of Intelligent Robot Wuhan, Institute of Technology, CHN"],"affiliations":[{"raw_affiliation_string":"Hubei Province Key Laboratory of Intelligent Robot Wuhan, Institute of Technology, CHN","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065758953","display_name":"Sicheng Zhu","orcid":"https://orcid.org/0000-0002-8608-4262"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sicheng Zhu","raw_affiliation_strings":["Hubei Province Key Laboratory of Intelligent Robot Wuhan, Institute of Technology, CHN"],"affiliations":[{"raw_affiliation_string":"Hubei Province Key Laboratory of Intelligent Robot Wuhan, Institute of Technology, CHN","institution_ids":["https://openalex.org/I91125648"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013798584"],"corresponding_institution_ids":["https://openalex.org/I91125648"],"apc_list":null,"apc_paid":null,"fwci":0.1954,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.51961081,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9991000294685364,"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":0.9991000294685364,"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":0.963100016117096,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9373000264167786,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.6619518995285034},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6518891453742981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6126998662948608},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5863063335418701},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.55953049659729},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4618616998195648},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3903930187225342},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39013972878456116},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10272541642189026},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08568498492240906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6619518995285034},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6518891453742981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6126998662948608},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5863063335418701},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.55953049659729},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4618616998195648},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3903930187225342},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39013972878456116},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10272541642189026},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08568498492240906}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3430199.3430201","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3430199.3430201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 3rd International Conference on Artificial Intelligence and Pattern Recognition","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2109255472","https://openalex.org/W2173179171","https://openalex.org/W2952116933","https://openalex.org/W6600286444"],"related_works":["https://openalex.org/W1669643531","https://openalex.org/W2122581818","https://openalex.org/W2159066190","https://openalex.org/W2739874619","https://openalex.org/W2110230079","https://openalex.org/W2117933325","https://openalex.org/W2117664411","https://openalex.org/W1721780360","https://openalex.org/W1967061043","https://openalex.org/W2965422042"],"abstract_inverted_index":{"People":[0],"counting":[1,36,44],"based":[2,38,46],"on":[3,39,47,141],"surveillance":[4],"camera":[5],"is":[6,56,74,97,110,121,139,145],"the":[7,10,15,20,30,34,65,77,84,88,101,108,115,125,133],"basis":[8],"of":[9,17,23,33,69,90,104,136],"important":[11],"tasks,":[12],"such":[13],"as":[14],"analysis":[16,66],"crowd":[18],"behavior,":[19],"optimal":[21],"allocation":[22],"resources":[24],"and":[25,52,67,72],"public":[26],"security.":[27],"Aiming":[28],"at":[29],"low":[31],"accuracy":[32,79,135],"people":[35,43],"method":[37,45,138],"object":[40],"detection,":[41],"a":[42],"multi-scale":[48,70,85,91],"region":[49],"adaptive":[50],"segmentation":[51],"deep":[53],"neural":[54],"network":[55],"proposed":[57],"in":[58],"this":[59,94,137],"paper.":[60],"The":[61,128],"idea":[62],"originates":[63],"from":[64],"research":[68],"objects,":[71],"it":[73],"found":[75],"that":[76,132],"detection":[78,102],"will":[80],"be":[81],"improved":[82],"if":[83],"objects":[86],"match":[87],"size":[89],"anchors.":[92],"In":[93],"method,":[95],"K-means":[96],"used":[98,122],"to":[99,114,123],"cluster":[100],"results":[103,130],"Faster-RCNN":[105,119,148],"model.":[106],"Then":[107],"image":[109],"segmented":[111,126],"adaptively":[112],"according":[113],"clustered":[116],"results.":[117],"Finally,":[118],"model":[120],"detect":[124],"images.":[127],"experimental":[129],"show":[131],"average":[134],"45.78%":[140],"mall":[142],"dataset,":[143],"which":[144],"higher":[146],"than":[147],"about":[149],"3.59%.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
