{"id":"https://openalex.org/W4308087328","doi":"https://doi.org/10.1109/isc255366.2022.9921939","title":"Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications","display_name":"Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications","publication_year":2022,"publication_date":"2022-09-26","ids":{"openalex":"https://openalex.org/W4308087328","doi":"https://doi.org/10.1109/isc255366.2022.9921939"},"language":"en","primary_location":{"id":"doi:10.1109/isc255366.2022.9921939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc255366.2022.9921939","pdf_url":null,"source":{"id":"https://openalex.org/S4363608314","display_name":"2022 IEEE International Smart Cities Conference (ISC2)","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":"2022 IEEE International Smart Cities Conference (ISC2)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5004667195","display_name":"Arian Bakhtiarnia","orcid":"https://orcid.org/0000-0001-8624-8661"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Arian Bakhtiarnia","raw_affiliation_strings":["Aarhus University,Department of Electrical and Computer Engineering,Denmark","Department of Electrical and Computer Engineering, Aarhus University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aarhus University,Department of Electrical and Computer Engineering,Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018460566","display_name":"B\u0142a\u017cej Leporowski","orcid":"https://orcid.org/0000-0003-4682-5174"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Blazej Leporowski","raw_affiliation_strings":["Aarhus University,Department of Electrical and Computer Engineering,Denmark","Department of Electrical and Computer Engineering, Aarhus University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aarhus University,Department of Electrical and Computer Engineering,Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044584637","display_name":"Lukas Esterle","orcid":"https://orcid.org/0000-0002-0248-1552"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Lukas Esterle","raw_affiliation_strings":["Aarhus University,Department of Electrical and Computer Engineering,Denmark","Department of Electrical and Computer Engineering, Aarhus University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aarhus University,Department of Electrical and Computer Engineering,Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064535836","display_name":"Alexandros Iosifidis","orcid":"https://orcid.org/0000-0003-4807-1345"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Alexandros Iosifidis","raw_affiliation_strings":["Aarhus University,Department of Electrical and Computer Engineering,Denmark","Department of Electrical and Computer Engineering, Aarhus University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aarhus University,Department of Electrical and Computer Engineering,Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204337017"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9993000030517578,"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":0.9993000030517578,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9984999895095825,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9902999997138977,"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/lossy-compression","display_name":"Lossy compression","score":0.9113147258758545},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8039579391479492},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5824775695800781},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5730133056640625},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.5648356080055237},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5538132786750793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.544285774230957},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5356729626655579},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39224499464035034},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2917519807815552},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.27169328927993774},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1740129590034485}],"concepts":[{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.9113147258758545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8039579391479492},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5824775695800781},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5730133056640625},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.5648356080055237},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5538132786750793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.544285774230957},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5356729626655579},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39224499464035034},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2917519807815552},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.27169328927993774},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1740129590034485},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isc255366.2022.9921939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc255366.2022.9921939","pdf_url":null,"source":{"id":"https://openalex.org/S4363608314","display_name":"2022 IEEE International Smart Cities Conference (ISC2)","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":"2022 IEEE International Smart Cities Conference (ISC2)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/cd8e4428-43f9-4ad5-b052-62aecbe8c80a","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/cd8e4428-43f9-4ad5-b052-62aecbe8c80a","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bakhtiarnia, A, Leporowski, B, Esterle, L & Iosifidis, A 2022, Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications. in 2022 IEEE International Smart Cities Conference (ISC2). IEEE, 8th IEEE International Smart Cities Conference, ISC2 2022, Pafos, Cyprus, 26/09/2022. https://doi.org/10.1109/ISC255366.2022.9921939","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1513879401","https://openalex.org/W2463631526","https://openalex.org/W2612336981","https://openalex.org/W2747329762","https://openalex.org/W2889469641","https://openalex.org/W2900118953","https://openalex.org/W2945467354","https://openalex.org/W3013987429","https://openalex.org/W3113208553","https://openalex.org/W3136492254","https://openalex.org/W3160949036","https://openalex.org/W3176047859","https://openalex.org/W3204102174","https://openalex.org/W3211954429","https://openalex.org/W4220707348","https://openalex.org/W4295312788","https://openalex.org/W6754427640","https://openalex.org/W6757817989","https://openalex.org/W6766978945","https://openalex.org/W6776069494","https://openalex.org/W6787232817"],"related_works":["https://openalex.org/W3210332869","https://openalex.org/W2547124190","https://openalex.org/W4210785996","https://openalex.org/W4327499886","https://openalex.org/W2385628723","https://openalex.org/W2751842002","https://openalex.org/W3180760233","https://openalex.org/W2096442341","https://openalex.org/W4210455546","https://openalex.org/W2078838509"],"abstract_inverted_index":{"Images":[0],"and":[1,43,49,92,99],"video":[2],"frames":[3],"captured":[4],"by":[5,23],"cameras":[6],"placed":[7],"throughout":[8],"smart":[9],"cities":[10],"are":[11],"often":[12],"transmitted":[13],"over":[14],"the":[15,62,65,76,86,94,100],"network":[16],"to":[17,20,46,68],"a":[18],"server":[19],"be":[21],"processed":[22],"deep":[24],"neural":[25],"networks":[26],"for":[27],"various":[28],"tasks.":[29],"Transmission":[30],"of":[31,38,55,64,78,88],"raw":[32],"images,":[33,66],"i.e.,":[34],"without":[35],"any":[36],"form":[37],"compression,":[39],"requires":[40],"high":[41],"bandwidth":[42,97],"can":[44,60],"lead":[45],"congestion":[47],"issues":[48],"delays":[50],"in":[51],"transmission.":[52],"The":[53],"use":[54],"lossy":[56,81],"image":[57,82],"compression":[58,83],"techniques":[59],"reduce":[61],"quality":[63],"leading":[67],"accuracy":[69,87],"degradation.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74],"analyze":[75],"effect":[77],"applying":[79],"low-overhead":[80],"methods":[84],"on":[85],"visual":[89],"crowd":[90],"counting,":[91],"measure":[93],"trade-off":[95],"between":[96],"reduction":[98],"obtained":[101],"accuracy.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
