{"id":"https://openalex.org/W2968848584","doi":"https://doi.org/10.1109/tcsvt.2019.2934989","title":"Mask-Aware Networks for Crowd Counting","display_name":"Mask-Aware Networks for Crowd Counting","publication_year":2019,"publication_date":"2019-08-13","ids":{"openalex":"https://openalex.org/W2968848584","doi":"https://doi.org/10.1109/tcsvt.2019.2934989","mag":"2968848584"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2019.2934989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2934989","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-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/A5102265213","display_name":"Shengqin Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Shengqin Jiang","raw_affiliation_strings":["Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, China","School of Automatic, Southeast University, Nanjing, China","School of Computer Science, The University of Adelaide, Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Automatic, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066658319","display_name":"Xiaobo Lu","orcid":"https://orcid.org/0000-0002-7707-7538"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Lu","raw_affiliation_strings":["Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, China","School of Automatic, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7707-7538","affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Automatic, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102831936","display_name":"Yinjie Lei","orcid":"https://orcid.org/0000-0001-6856-3342"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinjie Lei","raw_affiliation_strings":["College of Electronics and Information Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-6856-3342","affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I24201400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070976480","display_name":"Lingqiao Liu","orcid":"https://orcid.org/0000-0003-3584-795X"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lingqiao Liu","raw_affiliation_strings":["School of Computer Science, The University of Adelaide, Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0556,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.9248755,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"9","first_page":"3119","last_page":"3129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9959999918937683,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9908999800682068,"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/object","display_name":"Object (grammar)","score":0.6616976857185364},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6609577536582947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6417791247367859},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5838903188705444},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5494194030761719},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5490305423736572},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.520451545715332},{"id":"https://openalex.org/keywords/density-estimation","display_name":"Density estimation","score":0.5115083456039429},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4814959764480591},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46207195520401},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4521619379520416},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4069540500640869},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24643149971961975},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13060691952705383}],"concepts":[{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6616976857185364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6609577536582947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6417791247367859},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5838903188705444},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5494194030761719},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5490305423736572},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.520451545715332},{"id":"https://openalex.org/C189508267","wikidata":"https://www.wikidata.org/wiki/Q17088227","display_name":"Density estimation","level":3,"score":0.5115083456039429},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4814959764480591},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46207195520401},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4521619379520416},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4069540500640869},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24643149971961975},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13060691952705383},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2019.2934989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2934989","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G1302433225","display_name":null,"funder_award_id":"BE2016739","funder_id":"https://openalex.org/F4320321605","funder_display_name":"Government of Jiangsu Province"},{"id":"https://openalex.org/G3922048713","display_name":"\u4ea4\u901a\u76d1\u63a7\u73af\u5883\u4e0b\u9762\u5411\u9a7e\u9a76\u5458\u8fa8\u8bc6\u7684\u4eba\u8138\u8bc6\u522b\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61871123","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5649965458","display_name":null,"funder_award_id":"BE2016739","funder_id":"https://openalex.org/F4320327518","funder_display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions"},{"id":"https://openalex.org/G7158523781","display_name":null,"funder_award_id":"YBJJ1768","funder_id":"https://openalex.org/F4320324856","funder_display_name":"Southeast University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320324856","display_name":"Southeast University","ror":"https://ror.org/04ct4d772"},{"id":"https://openalex.org/F4320327518","display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","ror":null},{"id":"https://openalex.org/F4320335440","display_name":"Natural Science Research of Jiangsu Higher Education Institutions of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W815611303","https://openalex.org/W1910776219","https://openalex.org/W1972696612","https://openalex.org/W1977069908","https://openalex.org/W1978232622","https://openalex.org/W2036721747","https://openalex.org/W2072232009","https://openalex.org/W2075875861","https://openalex.org/W2088929512","https://openalex.org/W2096246546","https://openalex.org/W2122243179","https://openalex.org/W2130751540","https://openalex.org/W2139479830","https://openalex.org/W2145983039","https://openalex.org/W2161969291","https://openalex.org/W2183341477","https://openalex.org/W2242818861","https://openalex.org/W2321408197","https://openalex.org/W2463631526","https://openalex.org/W2486988444","https://openalex.org/W2519281173","https://openalex.org/W2729018917","https://openalex.org/W2741077351","https://openalex.org/W2745597836","https://openalex.org/W2787979513","https://openalex.org/W2790571983","https://openalex.org/W2798489385","https://openalex.org/W2798490576","https://openalex.org/W2810751829","https://openalex.org/W2875814315","https://openalex.org/W2884960332","https://openalex.org/W2895051362","https://openalex.org/W2897819140","https://openalex.org/W2945574898","https://openalex.org/W2963035940","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963287324","https://openalex.org/W2963351448","https://openalex.org/W2963717945","https://openalex.org/W2964209782","https://openalex.org/W2966271765","https://openalex.org/W3097096317","https://openalex.org/W3106250896","https://openalex.org/W3147444766","https://openalex.org/W6620707391","https://openalex.org/W6681368121","https://openalex.org/W6690026940","https://openalex.org/W6731040861","https://openalex.org/W6748890762","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4285230481","https://openalex.org/W4385769873","https://openalex.org/W4281634296","https://openalex.org/W4319161863","https://openalex.org/W2371687270","https://openalex.org/W4311888330","https://openalex.org/W2517641583","https://openalex.org/W2025898485"],"abstract_inverted_index":{"Crowd":[0],"counting":[1],"problem":[2,125],"aims":[3],"to":[4,69,85,91,105,143],"count":[5],"the":[6,17,25,30,37,55,60,63,76,93,102,107,114,127,131,137,144,148,152,156,176,189,193,197,206],"number":[7],"of":[8,57,79,129,150,192],"objects":[9,58],"within":[10],"an":[11],"image":[12,104],"or":[13],"a":[14,51,87,122],"frame":[15],"in":[16,36],"videos":[18],"and":[19,59,96,126,168,171,199],"is":[20,112,139,147],"usually":[21],"solved":[22],"by":[23,40],"estimating":[24,130],"density":[26,38,77,108,132,157],"map":[27,158],"generated":[28],"from":[29],"object":[31,49,65],"location":[32],"annotations.":[33],"The":[34],"values":[35],"map,":[39],"nature,":[41],"take":[42],"two":[43,81],"possible":[44,166],"states:":[45],"zero":[46],"indicating":[47,54],"no":[48],"around,":[50],"non-zero":[52],"value":[53,61],"existence":[56],"denoting":[62],"local":[64],"density.":[66],"In":[67],"contrast":[68],"traditional":[70],"methods":[71],"which":[72],"do":[73],"not":[74],"differentiate":[75],"prediction":[78,100,116,154],"these":[80],"states,":[82],"we":[83,163,174,187],"propose":[84],"use":[86],"dedicated":[88],"network":[89,203],"branch":[90],"predict":[92],"object/non-object":[94],"mask":[95,115,138,153],"then":[97],"combine":[98],"its":[99],"with":[101],"input":[103],"produce":[106],"map.":[109],"Our":[110],"rationale":[111],"that":[113,201],"could":[117,133,204],"be":[118,134],"better":[119],"modeled":[120],"as":[121],"binary":[123],"segmentation":[124],"difficulty":[128],"reduced":[135],"if":[136],"known.":[140],"A":[141],"key":[142],"proposed":[145,194],"scheme":[146],"strategy":[149],"incorporating":[151],"into":[155],"estimator.":[159],"To":[160],"this":[161],"end,":[162],"study":[164],"five":[165],"solutions,":[167],"via":[169],"analysis":[170],"experimental":[172],"validation":[173],"identify":[175],"most":[177],"effective":[178],"one.":[179],"Through":[180],"extensive":[181],"experiments":[182],"on":[183],"three":[184],"public":[185],"datasets,":[186],"demonstrate":[188],"superior":[190],"performance":[191],"approach":[195],"over":[196],"baselines":[198],"show":[200],"our":[202],"achieve":[205],"state-of-the-art":[207],"performance.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
