{"id":"https://openalex.org/W2948470778","doi":"https://doi.org/10.1145/3323679.3326513","title":"DeepFusion","display_name":"DeepFusion","publication_year":2019,"publication_date":"2019-06-04","ids":{"openalex":"https://openalex.org/W2948470778","doi":"https://doi.org/10.1145/3323679.3326513","mag":"2948470778"},"language":"en","primary_location":{"id":"doi:10.1145/3323679.3326513","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3323679.3326513","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3323679.3326513","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3323679.3326513","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014632942","display_name":"Hongfei Xue","orcid":"https://orcid.org/0000-0001-9691-9668"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hongfei Xue","raw_affiliation_strings":["State University of New York at Buffalo, Buffalo, NY USA"],"affiliations":[{"raw_affiliation_string":"State University of New York at Buffalo, Buffalo, NY USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001777600","display_name":"Wenjun Jiang","orcid":"https://orcid.org/0000-0003-4985-7454"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenjun Jiang","raw_affiliation_strings":["State University of New York at Buffalo, Buffalo, NY USA"],"affiliations":[{"raw_affiliation_string":"State University of New York at Buffalo, Buffalo, NY USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091132390","display_name":"Chenglin Miao","orcid":"https://orcid.org/0000-0002-9646-7099"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenglin Miao","raw_affiliation_strings":["State University of New York at Buffalo, Buffalo, NY USA"],"affiliations":[{"raw_affiliation_string":"State University of New York at Buffalo, Buffalo, NY USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101495692","display_name":"Ye Yuan","orcid":"https://orcid.org/0000-0002-5712-005X"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Yuan","raw_affiliation_strings":["Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001030192","display_name":"Fenglong Ma","orcid":"https://orcid.org/0000-0002-4999-0303"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fenglong Ma","raw_affiliation_strings":["State University of New York at Buffalo, Buffalo, NY USA"],"affiliations":[{"raw_affiliation_string":"State University of New York at Buffalo, Buffalo, NY USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101793875","display_name":"Xin Ma","orcid":"https://orcid.org/0000-0003-4523-4233"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Ma","raw_affiliation_strings":["State University of New York at Buffalo, Buffalo, NY USA"],"affiliations":[{"raw_affiliation_string":"State University of New York at Buffalo, Buffalo, NY USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069363652","display_name":"Yijiang Wang","orcid":"https://orcid.org/0000-0002-6525-0970"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yijiang Wang","raw_affiliation_strings":["State University of New York at Buffalo, Buffalo, NY USA"],"affiliations":[{"raw_affiliation_string":"State University of New York at Buffalo, Buffalo, NY USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005026261","display_name":"Shuochao Yao","orcid":"https://orcid.org/0000-0002-4070-6345"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuochao Yao","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035679293","display_name":"Wenyao Xu","orcid":"https://orcid.org/0000-0001-6444-9411"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenyao Xu","raw_affiliation_strings":["State University of New York at Buffalo, Buffalo, NY USA"],"affiliations":[{"raw_affiliation_string":"State University of New York at Buffalo, Buffalo, NY USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013588572","display_name":"Aidong Zhang","orcid":"https://orcid.org/0000-0001-9723-3246"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aidong Zhang","raw_affiliation_strings":["University of Virginia, Charlottesville, VA USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, VA USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100732938","display_name":"L\u00fc Su","orcid":"https://orcid.org/0000-0001-7223-543X"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lu Su","raw_affiliation_strings":["State University of New York at Buffalo, Buffalo, NY USA"],"affiliations":[{"raw_affiliation_string":"State University of New York at Buffalo, Buffalo, NY USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5014632942"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":2.8595,"has_fulltext":true,"cited_by_count":49,"citation_normalized_percentile":{"value":0.92849037,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"151","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","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/T10444","display_name":"Context-Aware Activity Recognition Systems","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/T10812","display_name":"Human Pose and Action Recognition","score":0.9955999851226807,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8212358355522156},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.7333104610443115},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5623264908790588},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5219663977622986},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5143557786941528},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.48045748472213745},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.46716463565826416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4465498626232147},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.43727993965148926},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4355577826499939},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.433318167924881},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2281275987625122},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.19077083468437195},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09291195869445801},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07984143495559692}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8212358355522156},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.7333104610443115},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5623264908790588},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5219663977622986},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5143557786941528},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.48045748472213745},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.46716463565826416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4465498626232147},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43727993965148926},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4355577826499939},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.433318167924881},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2281275987625122},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.19077083468437195},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09291195869445801},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07984143495559692},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3323679.3326513","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3323679.3326513","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3323679.3326513","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3323679.3326513","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3323679.3326513","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3323679.3326513","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2393627551","display_name":null,"funder_award_id":"1218393","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3188875881","display_name":null,"funder_award_id":"IIS-1218393,IIS-1514204,CNS-1652503","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4682304715","display_name":null,"funder_award_id":"1514204","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6329973211","display_name":null,"funder_award_id":"1652503","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6619185542","display_name":null,"funder_award_id":"IIS-1218393","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G828023077","display_name":null,"funder_award_id":"IIS-1514204","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948470778.pdf","grobid_xml":"https://content.openalex.org/works/W2948470778.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W854541894","https://openalex.org/W1514535095","https://openalex.org/W1522301498","https://openalex.org/W1533703371","https://openalex.org/W1883346539","https://openalex.org/W1925417509","https://openalex.org/W1977986674","https://openalex.org/W1997430507","https://openalex.org/W2010882865","https://openalex.org/W2038420319","https://openalex.org/W2089695767","https://openalex.org/W2095396347","https://openalex.org/W2106996050","https://openalex.org/W2109519180","https://openalex.org/W2119821739","https://openalex.org/W2129149054","https://openalex.org/W2133564696","https://openalex.org/W2141336889","https://openalex.org/W2172292165","https://openalex.org/W2173361515","https://openalex.org/W2184188583","https://openalex.org/W2196145477","https://openalex.org/W2271840356","https://openalex.org/W2293585791","https://openalex.org/W2337546824","https://openalex.org/W2338892592","https://openalex.org/W2344757691","https://openalex.org/W2473779510","https://openalex.org/W2508345357","https://openalex.org/W2508522990","https://openalex.org/W2517331439","https://openalex.org/W2517608320","https://openalex.org/W2525860450","https://openalex.org/W2540569947","https://openalex.org/W2553915786","https://openalex.org/W2592803745","https://openalex.org/W2613524681","https://openalex.org/W2624323089","https://openalex.org/W2690721124","https://openalex.org/W2696572706","https://openalex.org/W2750384459","https://openalex.org/W2750666523","https://openalex.org/W2752386593","https://openalex.org/W2764026391","https://openalex.org/W2777460464","https://openalex.org/W2792293735","https://openalex.org/W2798060623","https://openalex.org/W2897132279","https://openalex.org/W2950178297","https://openalex.org/W2952586546","https://openalex.org/W2962676885","https://openalex.org/W2963241825","https://openalex.org/W2963247703","https://openalex.org/W3099136959","https://openalex.org/W6694517276"],"related_works":["https://openalex.org/W3195649134","https://openalex.org/W2281498195","https://openalex.org/W2506504620","https://openalex.org/W2017526120","https://openalex.org/W2610664080","https://openalex.org/W2188304107","https://openalex.org/W3105278570","https://openalex.org/W2117913171","https://openalex.org/W2582769230","https://openalex.org/W4387272257"],"abstract_inverted_index":{"In":[0,31],"recent":[1],"years,":[2],"significant":[3],"research":[4],"efforts":[5],"have":[6],"been":[7],"spent":[8],"towards":[9],"building":[10],"intelligent":[11],"and":[12,28,57,121,125,153],"user-friendly":[13],"IoT":[14,133],"systems":[15],"to":[16,83,100],"enable":[17],"a":[18,60,94,129],"new":[19],"generation":[20],"of":[21,24,33,47,63,104,118,132],"applications":[22],"capable":[23],"performing":[25],"complex":[26],"sensing":[27,86,155],"recognition":[29,148,168],"tasks.":[30],"many":[32],"such":[34],"applications,":[35],"there":[36],"are":[37],"usually":[38],"multiple":[39,77],"different":[40,111],"sensors":[41,49],"monitoring":[42],"the":[43,64,72,85,116,137,164],"same":[44],"object.":[45,66],"Each":[46],"these":[48],"can":[50,70,109,127,162],"be":[51,81],"regarded":[52],"as":[53],"an":[54],"information":[55,74,113],"source":[56],"provides":[58],"us":[59],"unique":[61],"\"view\"":[62],"observed":[65],"Intuitively,":[67],"if":[68],"we":[69,79,91,141],"combine":[71,110],"complementary":[73],"carried":[75],"by":[76,115],"sensors,":[78],"will":[80],"able":[82],"improve":[84],"performance.":[87],"Towards":[88],"this":[89],"end,":[90],"propose":[92],"DeepFusion,":[93],"unified":[95],"multi-sensor":[96],"deep":[97],"learning":[98],"framework,":[99],"learn":[101],"informative":[102],"representations":[103],"heterogeneous":[105],"sensory":[106],"data.":[107],"DeepFusion":[108,139,161],"sensors'":[112],"weighted":[114],"quality":[117],"their":[119],"data":[120],"incorporate":[122],"cross-sensor":[123],"correlations,":[124],"thus":[126],"benefit":[128],"wide":[130],"spectrum":[131],"applications.":[134],"To":[135],"evaluate":[136],"proposed":[138],"model,":[140],"set":[142],"up":[143],"two":[144],"real-world":[145],"human":[146,166],"activity":[147,167],"testbeds":[149],"using":[150],"commercialized":[151],"wearable":[152],"wireless":[154],"devices.":[156],"Experiment":[157],"results":[158],"show":[159],"that":[160],"outperform":[163],"state-of-the-art":[165],"methods.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":6}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2019-06-14T00:00:00"}
