{"id":"https://openalex.org/W4396941293","doi":"https://doi.org/10.1109/access.2024.3401153","title":"Novel Hardware Implementation of Deduplicating Visually Identical JPEG Image Chunks","display_name":"Novel Hardware Implementation of Deduplicating Visually Identical JPEG Image Chunks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396941293","doi":"https://doi.org/10.1109/access.2024.3401153"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3401153","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3401153","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10530873.pdf","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://ieeexplore.ieee.org/ielx7/6287639/6514899/10530873.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013286997","display_name":"Thang Luong","orcid":"https://orcid.org/0009-0001-7202-8016"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Thang Luong","raw_affiliation_strings":["Department of Electronics, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","Department of Electronics, Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]},{"raw_affiliation_string":"Department of Electronics, Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]},{"raw_affiliation_string":"Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092815253","display_name":"Luan Le Dinh","orcid":"https://orcid.org/0009-0007-2823-6129"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Luan Dinh","raw_affiliation_strings":["Department of Electronics, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","Department of Electronics, Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]},{"raw_affiliation_string":"Department of Electronics, Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]},{"raw_affiliation_string":"Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100726138","display_name":"Hung Nguyen","orcid":"https://orcid.org/0000-0003-3461-2681"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hung Nguyen","raw_affiliation_strings":["Department of Electronics, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam","Department of Electronics, Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]},{"raw_affiliation_string":"Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Department of Electronics, Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044023844","display_name":"Linh Tran","orcid":"https://orcid.org/0000-0001-6490-5413"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Linh Tran","raw_affiliation_strings":["Department of Electronics, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","Department of Electronics, Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]},{"raw_affiliation_string":"Department of Electronics, Faculty of Electrical and Electronics Engineering, Ho Chi Minh City University of Technology (HCMUT), Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]},{"raw_affiliation_string":"Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013286997"],"corresponding_institution_ids":["https://openalex.org/I123565023","https://openalex.org/I47265099"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5002,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61899578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"12","issue":null,"first_page":"69568","last_page":"69577"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.958899974822998,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.958899974822998,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9531000256538391,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9348999857902527,"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":0.833934485912323},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.638850212097168},{"id":"https://openalex.org/keywords/jpeg","display_name":"JPEG","score":0.5709044933319092},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5662330985069275},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.46276846528053284},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42578011751174927},{"id":"https://openalex.org/keywords/jpeg-2000","display_name":"JPEG 2000","score":0.41040825843811035},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.32408854365348816},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.31933921575546265},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.23480412364006042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.833934485912323},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.638850212097168},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.5709044933319092},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5662330985069275},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.46276846528053284},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42578011751174927},{"id":"https://openalex.org/C69216139","wikidata":"https://www.wikidata.org/wiki/Q931783","display_name":"JPEG 2000","level":5,"score":0.41040825843811035},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.32408854365348816},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.31933921575546265},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.23480412364006042}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3401153","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3401153","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10530873.pdf","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:804fbcae525944c3af5894e505e5408d","is_oa":true,"landing_page_url":"https://doaj.org/article/804fbcae525944c3af5894e505e5408d","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 69568-69577 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3401153","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3401153","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10530873.pdf","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":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396941293.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1993513347","https://openalex.org/W1997565694","https://openalex.org/W2030185887","https://openalex.org/W2052959253","https://openalex.org/W2086599525","https://openalex.org/W2088263286","https://openalex.org/W2117196442","https://openalex.org/W2118298583","https://openalex.org/W2123749647","https://openalex.org/W2180459911","https://openalex.org/W2475932436","https://openalex.org/W2509384312","https://openalex.org/W2884042376","https://openalex.org/W2899921733","https://openalex.org/W2987451067","https://openalex.org/W3103924119","https://openalex.org/W3196643773","https://openalex.org/W4243959093","https://openalex.org/W4289533983","https://openalex.org/W4289913001","https://openalex.org/W6629455298","https://openalex.org/W6663785121","https://openalex.org/W6685661979","https://openalex.org/W6793350840"],"related_works":["https://openalex.org/W2441603424","https://openalex.org/W2542654834","https://openalex.org/W4243959093","https://openalex.org/W1994319845","https://openalex.org/W2159814397","https://openalex.org/W3095399624","https://openalex.org/W1968318766","https://openalex.org/W4312760377","https://openalex.org/W2357838320","https://openalex.org/W2971784143"],"abstract_inverted_index":{"The":[0],"exponential":[1],"growth":[2],"of":[3,73,116,139,178],"data,":[4,33],"particularly":[5],"JPEG":[6,66,105],"images":[7,40],"spurred":[8],"by":[9,54],"mobile":[10],"and":[11,56,148,170,188],"social":[12],"media":[13],"applications,":[14],"poses":[15],"significant":[16],"storage":[17],"challenges":[18],"for":[19,113],"data":[20],"centers.":[21],"Traditional":[22],"deduplication":[23,48,95,183],"methods":[24],"such":[25],"as":[26],"FSP":[27],"or":[28],"CDC":[29],"rely":[30],"on":[31,76,110,125],"binary":[32],"which":[34],"can":[35],"differ":[36],"even":[37],"when":[38],"two":[39],"are":[41],"visually":[42],"identical.":[43],"PXDedup,":[44],"a":[45,137],"chunk-based":[46],"image":[47,67,114],"strategy,":[49],"effectively":[50],"addresses":[51],"this":[52,74,123],"issue":[53],"recognizing":[55],"eliminating":[57],"visual":[58,102],"redundancies.":[59],"This":[60,90,173],"approach":[61,124],"offers":[62],"substantial":[63],"improvements":[64],"in":[65,104,161,168,181],"deduplication.":[68],"However,":[69],"the":[70,85,126,162,176],"software":[71,169],"implementation":[72,147],"method":[75,96],"standard":[77],"CPUs":[78],"suffers":[79],"from":[80],"low":[81],"throughput":[82,184],"due":[83],"to":[84,100],"CPUs\u2019":[86],"limited":[87],"processing":[88],"capabilities.":[89],"study":[91],"introduces":[92],"an":[93],"optimized":[94],"that":[97],"leverages":[98],"PXDedup":[99],"target":[101],"redundancies":[103],"images.":[106],"Our":[107],"research":[108],"focuses":[109],"hardware":[111,171,179],"acceleration":[112,180],"dimensions":[115],"512":[117,119],"\u00d7":[118],"pixels.":[120],"By":[121],"implementing":[122],"Digilent":[127],"Genesys":[128],"2":[129],"board":[130],"with":[131],"Xilinx":[132],"Kintex-7":[133],"FPGA,":[134],"we":[135],"achieve":[136],"performance":[138],"25":[140],"MB/s,":[141],"tenfold":[142],"faster":[143],"than":[144,151],"single-core":[145],"CPU":[146,153],"threefold":[149],"quicker":[150],"quad-core":[152],"setup.":[154],"Additionally,":[155],"our":[156],"analysis":[157],"indicates":[158],"minimal":[159],"disparity":[160],"results":[163],"across":[164],"all":[165],"three":[166],"datasets":[167],"implementations.":[172],"evaluation":[174],"underscores":[175],"effectiveness":[177],"enhancing":[182],"while":[185],"ensuring":[186],"accuracy":[187],"reliability.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
