{"id":"https://openalex.org/W2862715393","doi":"https://doi.org/10.1109/access.2018.2852809","title":"Lossy Compression for Embedded Computer Vision Systems","display_name":"Lossy Compression for Embedded Computer Vision Systems","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2862715393","doi":"https://doi.org/10.1109/access.2018.2852809","mag":"2862715393"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2852809","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2852809","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2852809","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101747895","display_name":"Li Guo","orcid":"https://orcid.org/0000-0003-0650-4229"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Li Guo","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110827563","display_name":"Dajiang Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Dajiang Zhou","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021863826","display_name":"Jinjia Zhou","orcid":"https://orcid.org/0000-0002-5078-0522"},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jinjia Zhou","raw_affiliation_strings":["School of Science and Engineering, Hosei University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"School of Science and Engineering, Hosei University, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103496033","display_name":"Shinji Kimura","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shinji Kimura","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101825973","display_name":"Satoshi Goto","orcid":"https://orcid.org/0000-0002-6387-048X"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Satoshi Goto","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Kitakyushu, Japan","institution_ids":["https://openalex.org/I150744194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101747895"],"corresponding_institution_ids":["https://openalex.org/I150744194"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.545,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.83919418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"39385","last_page":"39397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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":0.9988999962806702,"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/computer-science","display_name":"Computer science","score":0.8499772548675537},{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.6625715494155884},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5151028037071228},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.5146137475967407},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.47774261236190796},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.45350152254104614},{"id":"https://openalex.org/keywords/data-compression-ratio","display_name":"Data compression ratio","score":0.4328180253505707},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3967159688472748},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3772164285182953},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.30393415689468384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27174174785614014}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8499772548675537},{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.6625715494155884},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5151028037071228},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.5146137475967407},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.47774261236190796},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.45350152254104614},{"id":"https://openalex.org/C94835093","wikidata":"https://www.wikidata.org/wiki/Q3113333","display_name":"Data compression ratio","level":5,"score":0.4328180253505707},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3967159688472748},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3772164285182953},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.30393415689468384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27174174785614014},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2852809","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2852809","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9e8c10ae6f48403cb5a9c41a257eefbe","is_oa":true,"landing_page_url":"https://doaj.org/article/9e8c10ae6f48403cb5a9c41a257eefbe","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 39385-39397 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2852809","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2852809","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1662945188","display_name":null,"funder_award_id":"JPMJPR1757","funder_id":"https://openalex.org/F4320334789","funder_display_name":"Japan Science and Technology Agency"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320334789","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1583164113","https://openalex.org/W1968422655","https://openalex.org/W1987327330","https://openalex.org/W2031489346","https://openalex.org/W2037227137","https://openalex.org/W2048266589","https://openalex.org/W2066477856","https://openalex.org/W2068960967","https://openalex.org/W2074091263","https://openalex.org/W2094756095","https://openalex.org/W2107030587","https://openalex.org/W2117539524","https://openalex.org/W2117549343","https://openalex.org/W2117696986","https://openalex.org/W2142405531","https://openalex.org/W2143851402","https://openalex.org/W2143880073","https://openalex.org/W2152724437","https://openalex.org/W2155893237","https://openalex.org/W2161106546","https://openalex.org/W2161969291","https://openalex.org/W2168356304","https://openalex.org/W2245507383","https://openalex.org/W2257868038","https://openalex.org/W2287783486","https://openalex.org/W2289236139","https://openalex.org/W2289252105","https://openalex.org/W2323829980","https://openalex.org/W2507063361","https://openalex.org/W2801982910","https://openalex.org/W2950094539","https://openalex.org/W3024621361","https://openalex.org/W3159834960","https://openalex.org/W6635038716","https://openalex.org/W6666888491","https://openalex.org/W6674479107","https://openalex.org/W6794467610"],"related_works":["https://openalex.org/W2751842002","https://openalex.org/W3180760233","https://openalex.org/W1680283075","https://openalex.org/W2096442341","https://openalex.org/W4210785996","https://openalex.org/W2889102134","https://openalex.org/W4210455546","https://openalex.org/W3162084246","https://openalex.org/W2078838509","https://openalex.org/W2557202938"],"abstract_inverted_index":{"Computer":[0],"vision":[1,17,44,86,104],"applications":[2],"are":[3,71],"rapidly":[4],"gaining":[5],"popularity":[6],"in":[7,102],"embedded":[8],"systems,":[9],"which":[10,37],"typically":[11],"involve":[12,50],"a":[13,23,56,77,106,155,161],"difficult":[14],"tradeoff":[15,84],"between":[16,85],"performance":[18,87],"and":[19,32,88],"energy":[20,41,60],"consumption":[21,61,189],"under":[22],"constraint":[24],"of":[25,43,59,143,165],"real-time":[26,139],"processing":[27],"throughput.":[28],"Recently,":[29],"hardware":[30,131],"(FPGA":[31],"ASIC-based)":[33],"implementations":[34],"have":[35],"emerged,":[36],"significantly":[38],"improves":[39],"the":[40,63,72,83,103,113,123,151,187,194,198],"efficiency":[42],"computation.":[45],"These":[46],"implementations,":[47],"however,":[48],"often":[49],"intensive":[51],"memory":[52,89,99,157,171,192],"traffic":[53,90,158,172],"that":[54,133],"retains":[55],"significant":[57],"portion":[58],"at":[62,160],"system":[64],"level.":[65],"To":[66,94],"address":[67],"this":[68],"issue,":[69],"we":[70],"first":[73],"researchers":[74],"to":[75,81,136,176],"present":[76,129],"lossy":[78,124],"compression":[79,125,202],"framework":[80,153],"exploit":[82],"for":[91,98,112,197],"input":[92,200],"images.":[93],"meet":[95],"various":[96],"requirements":[97],"access":[100],"patterns":[101],"system,":[105],"line-to-block":[107],"format":[108],"conversion":[109],"is":[110,120,203],"designed":[111],"framework.":[114],"Differential":[115],"pulse-code":[116],"modulation-based":[117],"gradient-oriented":[118],"quantization":[119],"developed":[121],"as":[122],"algorithm.":[126],"We":[127],"also":[128],"its":[130],"design":[132],"supports":[134],"up":[135,175],"12-scale":[137],"1080p@60fps":[138],"processing.":[140],"For":[141,167],"histogram":[142],"oriented":[144],"gradient-based":[145],"deformable":[146],"part":[147],"models":[148],"on":[149,169],"VOC2007,":[150],"proposed":[152,199],"achieves":[154,174],"49.6%-60.5%":[156],"reduction":[159,173,190],"detection":[162],"rate":[163,183],"degradation":[164],"0.05%-0.34%.":[166],"AlexNet":[168],"ImageNet,":[170],"60.8%":[177],"with":[178,186],"less":[179,204],"than":[180,205],"0.61%":[181],"classification":[182],"degradation.":[184],"Compared":[185],"power":[188],"from":[191],"traffic,":[193],"overhead":[195],"involved":[196],"image":[201],"5%.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
