{"id":"https://openalex.org/W4205721322","doi":"https://doi.org/10.23919/eusipco54536.2021.9616237","title":"Efficient Models for Real-Time Person Segmentation on Mobile Phones","display_name":"Efficient Models for Real-Time Person Segmentation on Mobile Phones","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W4205721322","doi":"https://doi.org/10.23919/eusipco54536.2021.9616237"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco54536.2021.9616237","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco54536.2021.9616237","pdf_url":null,"source":{"id":"https://openalex.org/S4363607854","display_name":"2021 29th European Signal Processing Conference (EUSIPCO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th European Signal Processing Conference (EUSIPCO)","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/A5078755744","display_name":"Julian Strohmayer","orcid":"https://orcid.org/0000-0003-1560-4221"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Julian Strohmayer","raw_affiliation_strings":["Computer Vision Lab, TU Wien, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Computer Vision Lab, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082738099","display_name":"Jakob Knapp","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Jakob Knapp","raw_affiliation_strings":["Computer Vision Lab, TU Wien, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Computer Vision Lab, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081324708","display_name":"Martin Kampel","orcid":"https://orcid.org/0000-0002-5217-2854"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Martin Kampel","raw_affiliation_strings":["Computer Vision Lab, TU Wien, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Computer Vision Lab, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078755744"],"corresponding_institution_ids":["https://openalex.org/I145847075"],"apc_list":null,"apc_paid":null,"fwci":0.0653,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.36837558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"651","last_page":"655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994999766349792,"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":0.9994999766349792,"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/T11448","display_name":"Face recognition and analysis","score":0.9763000011444092,"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":0.9688000082969666,"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":0.8584907054901123},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8053300380706787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6085120439529419},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.6001015901565552},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5667850971221924},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5263946056365967},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.46790561079978943},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.464611679315567},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.44706207513809204},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4384475350379944},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13125643134117126},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10689181089401245}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8584907054901123},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8053300380706787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6085120439529419},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.6001015901565552},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5667850971221924},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5263946056365967},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.46790561079978943},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.464611679315567},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.44706207513809204},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4384475350379944},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13125643134117126},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10689181089401245},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/eusipco54536.2021.9616237","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco54536.2021.9616237","pdf_url":null,"source":{"id":"https://openalex.org/S4363607854","display_name":"2021 29th European Signal Processing Conference (EUSIPCO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1905722737","https://openalex.org/W1973255633","https://openalex.org/W2126164636","https://openalex.org/W2138682569","https://openalex.org/W2204578866","https://openalex.org/W2400000673","https://openalex.org/W2439773847","https://openalex.org/W2511363568","https://openalex.org/W2518810941","https://openalex.org/W2573098616","https://openalex.org/W2605229288","https://openalex.org/W2740994353","https://openalex.org/W2808434111","https://openalex.org/W2883780447","https://openalex.org/W2916743882","https://openalex.org/W2934985924","https://openalex.org/W2944383542","https://openalex.org/W2955425717","https://openalex.org/W2955639709","https://openalex.org/W2960303960","https://openalex.org/W2963163009","https://openalex.org/W2963918968","https://openalex.org/W2982083293","https://openalex.org/W2984439272","https://openalex.org/W3010290049","https://openalex.org/W3035414587","https://openalex.org/W3091560419","https://openalex.org/W3121404598","https://openalex.org/W3132455321","https://openalex.org/W6749781174","https://openalex.org/W6762718338","https://openalex.org/W6765604131","https://openalex.org/W6772750526"],"related_works":["https://openalex.org/W4285411112","https://openalex.org/W2085033728","https://openalex.org/W2171299904","https://openalex.org/W2048100608","https://openalex.org/W2090296580","https://openalex.org/W1576249345","https://openalex.org/W4243905374","https://openalex.org/W1796074903","https://openalex.org/W4245955065","https://openalex.org/W4254967497"],"abstract_inverted_index":{"Despite":[0],"constantly":[1],"evolving":[2],"mobile":[3,9,44,74],"hardware,":[4],"realtime":[5],"person":[6],"segmentation":[7,36,81],"on":[8,31,43,69],"phones":[10],"is":[11,49],"challenging":[12],"due":[13],"to":[14,52],"the":[15,35,80,89],"limited":[16,51],"computational":[17],"resources.":[18],"To":[19],"address":[20],"this":[21],"problem,":[22],"we":[23,77],"introduce":[24],"a":[25,53,70],"novel":[26],"UNet-like":[27],"network":[28],"architecture":[29],"based":[30],"MobileNetV3,":[32],"which":[33,48],"enables":[34],"of":[37,92],"persons":[38],"in":[39,60,95],"images":[40],"and":[41,64],"videos":[42],"phones.":[45],"Our":[46],"model,":[47],"not":[50],"specific":[54],"shot":[55],"type,":[56],"outperforms":[57],"specialized":[58],"models":[59],"their":[61],"respective":[62],"domains":[63],"runs":[65],"with":[66],"35":[67],"fps":[68],"Google":[71],"Pixel":[72],"4":[73],"phone.":[75],"Moreover,":[76],"demonstrate":[78],"how":[79],"accuracy":[82],"can":[83],"be":[84],"further":[85],"improved":[86],"by":[87],"exploiting":[88],"temporal":[90],"coherence":[91],"consecutive":[93],"frames":[94],"videos.":[96]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}