{"id":"https://openalex.org/W2093566207","doi":"https://doi.org/10.1145/2647868.2655003","title":"Supervised Discriminative Hashing for Compact Binary Codes","display_name":"Supervised Discriminative Hashing for Compact Binary Codes","publication_year":2014,"publication_date":"2014-11-03","ids":{"openalex":"https://openalex.org/W2093566207","doi":"https://doi.org/10.1145/2647868.2655003","mag":"2093566207"},"language":"en","primary_location":{"id":"doi:10.1145/2647868.2655003","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2647868.2655003","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM international conference on Multimedia","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/A5107595323","display_name":"Viet Anh Nguyen","orcid":"https://orcid.org/0000-0001-7736-2470"},"institutions":[{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Viet Anh Nguyen","raw_affiliation_strings":["Advanced Digital Sciences Center, Singapore, Singapore","[Advanced Digital Sciences Center, Singapore, Singapore]"],"affiliations":[{"raw_affiliation_string":"Advanced Digital Sciences Center, Singapore, Singapore","institution_ids":["https://openalex.org/I4210108443"]},{"raw_affiliation_string":"[Advanced Digital Sciences Center, Singapore, Singapore]","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460385","display_name":"Jiwen Lu","orcid":"https://orcid.org/0000-0002-6121-5529"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jiwen Lu","raw_affiliation_strings":["Advanced Digital Sciences Center, Singapore, Singapore","[Advanced Digital Sciences Center, Singapore, Singapore]"],"affiliations":[{"raw_affiliation_string":"Advanced Digital Sciences Center, Singapore, Singapore","institution_ids":["https://openalex.org/I4210108443"]},{"raw_affiliation_string":"[Advanced Digital Sciences Center, Singapore, Singapore]","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005908865","display_name":"N. Minh","orcid":"https://orcid.org/0000-0001-5132-4986"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minh N. Do","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA","University of Illinois at Urbana Champaign, Urbana-Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Illinois at Urbana Champaign, Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5107595323"],"corresponding_institution_ids":["https://openalex.org/I115228651","https://openalex.org/I4210108443"],"apc_list":null,"apc_paid":null,"fwci":1.4632,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8600308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"989","last_page":"992"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9930999875068665,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7940347194671631},{"id":"https://openalex.org/keywords/binary-code","display_name":"Binary code","score":0.743047833442688},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7114095687866211},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6057227253913879},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5808699131011963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5673320293426514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5212950706481934},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.4869154691696167},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.4560610353946686},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.42851129174232483},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.42379847168922424},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35484737157821655},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3425081968307495},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3207610845565796}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7940347194671631},{"id":"https://openalex.org/C63435697","wikidata":"https://www.wikidata.org/wiki/Q864135","display_name":"Binary code","level":3,"score":0.743047833442688},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7114095687866211},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6057227253913879},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5808699131011963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5673320293426514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5212950706481934},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.4869154691696167},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.4560610353946686},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.42851129174232483},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.42379847168922424},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35484737157821655},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3425081968307495},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3207610845565796},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2647868.2655003","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2647868.2655003","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320696","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1502916507","https://openalex.org/W1835419070","https://openalex.org/W1974647172","https://openalex.org/W2066060819","https://openalex.org/W2074668987","https://openalex.org/W2086953401","https://openalex.org/W2121713321","https://openalex.org/W2125378448","https://openalex.org/W2134514757","https://openalex.org/W2164338181","https://openalex.org/W2221852422","https://openalex.org/W2293597654","https://openalex.org/W2798377087","https://openalex.org/W6684181414","https://openalex.org/W6688844344"],"related_works":["https://openalex.org/W2000601968","https://openalex.org/W3094967175","https://openalex.org/W2166822184","https://openalex.org/W2144265691","https://openalex.org/W2754607325","https://openalex.org/W2949049896","https://openalex.org/W2901290148","https://openalex.org/W2797819729","https://openalex.org/W4297909034","https://openalex.org/W29009527"],"abstract_inverted_index":{"Binary":[0],"hashing":[1],"has":[2],"been":[3],"increasingly":[4],"popular":[5],"for":[6],"efficient":[7,100],"similarity":[8,60],"search":[9],"in":[10,64,94],"large-scale":[11],"vision":[12],"problems.":[13],"This":[14],"paper":[15],"presents":[16],"a":[17,34],"novel":[18],"Supervised":[19],"Discriminative":[20],"Hashing":[21],"(SDH)":[22],"method":[23,111],"by":[24],"jointly":[25],"modeling":[26],"the":[27,47,58,71,75,79,84,95,109,113],"global":[28,66],"and":[29,61,67,78,101],"local":[30,68],"manifold":[31],"structures.":[32],"Specifically,":[33],"family":[35],"of":[36,46],"discriminative":[37],"hash":[38],"functions":[39],"is":[40],"designed":[41],"to":[42,97],"map":[43],"data":[44,77],"points":[45],"original":[48,76],"high-dimensional":[49],"space":[50],"into":[51,92],"nearby":[52],"compact":[53,102],"binary":[54,80,86,103],"codes":[55,81],"while":[56],"preserving":[57],"geometrical":[59],"discriminant":[62],"properties":[63],"both":[65],"neighborhoods.":[69],"Furthermore,":[70],"quantization":[72],"loss":[73],"between":[74],"together":[82],"with":[83],"even":[85],"code":[87],"distribution":[88],"are":[89],"also":[90],"taken":[91],"account":[93],"optimization":[96],"generate":[98],"more":[99],"codes.":[104],"Experimental":[105],"results":[106],"have":[107],"demonstrated":[108],"proposed":[110],"outperforms":[112],"state-of-the-art.":[114]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
