{"id":"https://openalex.org/W3135355900","doi":"https://doi.org/10.1109/tmm.2021.3062480","title":"Online Residual Quantization Via Streaming Data Correlation Preserving","display_name":"Online Residual Quantization Via Streaming Data Correlation Preserving","publication_year":2021,"publication_date":"2021-02-26","ids":{"openalex":"https://openalex.org/W3135355900","doi":"https://doi.org/10.1109/tmm.2021.3062480","mag":"3135355900"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2021.3062480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3062480","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Multimedia","raw_type":"journal-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/A5028723311","display_name":"Pandeng Li","orcid":"https://orcid.org/0000-0002-0717-8659"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pandeng Li","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078162380","display_name":"Hongtao Xie","orcid":"https://orcid.org/0000-0002-6249-5315"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Xie","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036335729","display_name":"Shaobo Min","orcid":"https://orcid.org/0000-0002-7700-2149"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaobo Min","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003217535","display_name":"Zheng-Jun Zha","orcid":"https://orcid.org/0000-0003-2510-8993"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng-Jun Zha","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046305086","display_name":"Yongdong Zhang","orcid":"https://orcid.org/0000-0002-1151-1792"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongdong Zhang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5028723311"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":1.5371,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.84611111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"24","issue":null,"first_page":"981","last_page":"994"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9934999942779541,"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/T11478","display_name":"Caching and Content Delivery","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8134253025054932},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7568845748901367},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.6852548122406006},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.5683376789093018},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4671943187713623},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42152300477027893},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3749757707118988},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3713238537311554}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8134253025054932},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7568845748901367},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.6852548122406006},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.5683376789093018},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4671943187713623},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42152300477027893},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3749757707118988},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3713238537311554},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2021.3062480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3062480","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3316061764","display_name":null,"funder_award_id":"62022076","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6179918720","display_name":null,"funder_award_id":"U1936210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7532226545","display_name":null,"funder_award_id":"2017209","funder_id":"https://openalex.org/F4320322847","funder_display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322847","display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences","ror":"https://ror.org/031141b54"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1493526108","https://openalex.org/W1676820704","https://openalex.org/W1686810756","https://openalex.org/W1893754589","https://openalex.org/W1911745671","https://openalex.org/W1977182282","https://openalex.org/W1992371516","https://openalex.org/W1996371682","https://openalex.org/W2019464758","https://openalex.org/W2019863495","https://openalex.org/W2044657536","https://openalex.org/W2054743810","https://openalex.org/W2059867647","https://openalex.org/W2060300932","https://openalex.org/W2068160960","https://openalex.org/W2071949631","https://openalex.org/W2089468765","https://openalex.org/W2093301878","https://openalex.org/W2111006384","https://openalex.org/W2112796928","https://openalex.org/W2121946739","https://openalex.org/W2124509324","https://openalex.org/W2126060993","https://openalex.org/W2145607950","https://openalex.org/W2149230623","https://openalex.org/W2155904486","https://openalex.org/W2204148968","https://openalex.org/W2342277278","https://openalex.org/W2411707397","https://openalex.org/W2535352129","https://openalex.org/W2549070563","https://openalex.org/W2562322388","https://openalex.org/W2602646780","https://openalex.org/W2614436302","https://openalex.org/W2760998155","https://openalex.org/W2772923331","https://openalex.org/W2779238054","https://openalex.org/W2808301810","https://openalex.org/W2889024947","https://openalex.org/W2889119508","https://openalex.org/W2897078023","https://openalex.org/W2897391546","https://openalex.org/W2897656415","https://openalex.org/W2902442366","https://openalex.org/W2905097026","https://openalex.org/W2942181934","https://openalex.org/W2954487216","https://openalex.org/W2962861647","https://openalex.org/W2963113062","https://openalex.org/W2963557772","https://openalex.org/W2964280870","https://openalex.org/W2966196493","https://openalex.org/W2966218308","https://openalex.org/W2981317786","https://openalex.org/W2996478685","https://openalex.org/W3003460937","https://openalex.org/W3008062779","https://openalex.org/W3092956019","https://openalex.org/W3103332996","https://openalex.org/W4302564868","https://openalex.org/W6610514318","https://openalex.org/W6637373629","https://openalex.org/W6678429630","https://openalex.org/W6679792166","https://openalex.org/W6688152296","https://openalex.org/W6745982521","https://openalex.org/W6746585001","https://openalex.org/W6751825318"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2498789492","https://openalex.org/W2521347458","https://openalex.org/W2729981612","https://openalex.org/W4233449973","https://openalex.org/W2925692864","https://openalex.org/W3023219121","https://openalex.org/W2035244949"],"abstract_inverted_index":{"Recently,":[0],"the":[1,32,39,57,77,98,104,120,127,132,146,158,168,177,183,188,197,205,216,245],"online":[2,20],"retrieval":[3,21],"task":[4],"has":[5],"been":[6,61],"receiving":[7],"widespread":[8],"attention,":[9],"which":[10,70,124,174,213],"is":[11,154],"closely":[12],"related":[13],"to":[14,35,44,118,135,140,156,244],"many":[15],"real-world":[16],"applications.":[17],"However,":[18],"existing":[19],"methods":[22],"based":[23],"on":[24,221],"hashing":[25,58],"suffer":[26],"from":[27,179],"two":[28,79],"main":[29],"problems:":[30],"a)":[31],"models":[33],"tend":[34],"be":[36,68,136,201],"biased":[37,181],"towards":[38,182],"current":[40,171,184,193],"streaming":[41,47,52,94,122,194],"data":[42,53,95,172,185],"due":[43],"unavailable":[45],"history":[46,64,148,169,207],"data;":[48],"b)":[49],"when":[50,191],"new":[51],"comes":[54],"in":[55,210,240],"and":[56,130,165,170],"functions":[59],"have":[60],"updated,":[62,202],"all":[63],"binary":[65,133,208],"codes":[66,134,209],"should":[67,200],"recomputed,":[69],"takes":[71],"much":[72],"computation":[73,217],"burden.":[74,218],"To":[75],"address":[76],"above":[78],"issues,":[80],"we":[81,107],"propose":[82],"a":[83,109,150],"novel":[84],"Online":[85],"Residual":[86],"Quantization":[87],"(ORQ)":[88],"method":[89],"that":[90,225],"can":[91,175],"achieve":[92],"efficient":[93],"quantization":[96,101,111,128],"via":[97],"small-scale":[99],"residual":[100,110,116,198],"codebooks.":[102],"For":[103,187],"first":[105],"problem,":[106,190],"design":[108],"module":[112],"by":[113],"learning":[114],"multiple":[115],"codebooks":[117,199],"quantize":[119],"float":[121,142],"data,":[123,149,195],"effectively":[125],"reduces":[126,215],"error":[129],"enables":[131],"easily":[137],"reconstructed":[138,147],"back":[139],"original":[141],"data.":[143],"Then,":[144],"with":[145],"balanced":[151],"affinity":[152],"matrix":[153],"developed":[155],"model":[157,178],"semantic":[159],"relationship,":[160],"<italic":[161,231],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[162,232,236],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">e.g.,</i>":[163],"similarity":[164],"difference,":[166],"between":[167],"distributions,":[173],"prevent":[176],"being":[180],"distribution.":[186],"second":[189],"inputting":[192],"only":[196],"instead":[203],"of":[204],"whole":[206],"hashing-based":[211],"methods,":[212],"significantly":[214],"Comprehensive":[219],"experiments":[220],"six":[222],"benchmarks":[223],"demonstrate":[224],"ORQ":[226],"yields":[227],"significant":[228],"improvements":[229],"(":[230],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">i.e.,</i>":[233],"1.2%":[234],"<inline-formula":[235],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[237],"notation=\"LaTeX\">$\\sim$</tex-math></inline-formula>":[238],"4.9%":[239],"average":[241],"mAP)":[242],"compared":[243],"state-of-the-art":[246],"methods.":[247]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
