{"id":"https://openalex.org/W1520650892","doi":"https://doi.org/10.1109/icme.2015.7177523","title":"Distance Preserving Marginal Hashing for image retrieval","display_name":"Distance Preserving Marginal Hashing for image retrieval","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1520650892","doi":"https://doi.org/10.1109/icme.2015.7177523","mag":"1520650892"},"language":"en","primary_location":{"id":"doi:10.1109/icme.2015.7177523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2015.7177523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Multimedia and Expo (ICME)","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/A5005395557","display_name":"Li Rong Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Wu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, P. R. China","Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, P. R. China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101715904","display_name":"Kang Zhao","orcid":"https://orcid.org/0000-0002-3528-9081"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Zhao","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, P. R. China","Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, P. R. China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102899381","display_name":"Hongtao Lu","orcid":"https://orcid.org/0000-0003-2300-3039"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Lu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, P. R. China","Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, P. R. China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101995776","display_name":"Zhen Wei","orcid":"https://orcid.org/0000-0002-3818-4680"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Wei","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, P. R. China","Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, P. R. China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040440605","display_name":"Bao\u2010Liang Lu","orcid":"https://orcid.org/0000-0001-8359-0058"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoliang Lu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, P. R. China","Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, P. R. China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Dept. of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005395557"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210165726"],"apc_list":null,"apc_paid":null,"fwci":0.3744,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66544075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.98580002784729,"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":0.9742000102996826,"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/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.7223891019821167},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7079020738601685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6278172731399536},{"id":"https://openalex.org/keywords/dynamic-perfect-hashing","display_name":"Dynamic perfect hashing","score":0.6142362952232361},{"id":"https://openalex.org/keywords/hamming-distance","display_name":"Hamming distance","score":0.5999079942703247},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5608944296836853},{"id":"https://openalex.org/keywords/universal-hashing","display_name":"Universal hashing","score":0.5603952407836914},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5478382706642151},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.5305483937263489},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.5121347904205322},{"id":"https://openalex.org/keywords/distance-matrix","display_name":"Distance matrix","score":0.4903266727924347},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.48161596059799194},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4571748375892639},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4436437487602234},{"id":"https://openalex.org/keywords/linear-hashing","display_name":"Linear hashing","score":0.4134595990180969},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41077059507369995},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3762613534927368},{"id":"https://openalex.org/keywords/double-hashing","display_name":"Double hashing","score":0.18537303805351257}],"concepts":[{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.7223891019821167},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7079020738601685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6278172731399536},{"id":"https://openalex.org/C122907437","wikidata":"https://www.wikidata.org/wiki/Q5318999","display_name":"Dynamic perfect hashing","level":5,"score":0.6142362952232361},{"id":"https://openalex.org/C193319292","wikidata":"https://www.wikidata.org/wiki/Q272172","display_name":"Hamming distance","level":2,"score":0.5999079942703247},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5608944296836853},{"id":"https://openalex.org/C116058348","wikidata":"https://www.wikidata.org/wiki/Q846912","display_name":"Universal hashing","level":5,"score":0.5603952407836914},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5478382706642151},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.5305483937263489},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.5121347904205322},{"id":"https://openalex.org/C111208986","wikidata":"https://www.wikidata.org/wiki/Q901698","display_name":"Distance matrix","level":2,"score":0.4903266727924347},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.48161596059799194},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4571748375892639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4436437487602234},{"id":"https://openalex.org/C36375716","wikidata":"https://www.wikidata.org/wiki/Q6553456","display_name":"Linear hashing","level":5,"score":0.4134595990180969},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41077059507369995},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3762613534927368},{"id":"https://openalex.org/C138111711","wikidata":"https://www.wikidata.org/wiki/Q478351","display_name":"Double hashing","level":4,"score":0.18537303805351257},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icme.2015.7177523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2015.7177523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.727.8765","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.727.8765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bcmi.sjtu.edu.cn/%7Eblu/papers/2015/8.PDF","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W29009527","https://openalex.org/W189447628","https://openalex.org/W1502916507","https://openalex.org/W1566135517","https://openalex.org/W1578099820","https://openalex.org/W1996118086","https://openalex.org/W2044195942","https://openalex.org/W2049644877","https://openalex.org/W2084363474","https://openalex.org/W2116810533","https://openalex.org/W2148694408","https://openalex.org/W2154872931","https://openalex.org/W2162006472","https://openalex.org/W2165558283","https://openalex.org/W2171790913","https://openalex.org/W2251864938","https://openalex.org/W2293597654","https://openalex.org/W3148981562","https://openalex.org/W6629956336","https://openalex.org/W6634702315","https://openalex.org/W6691474080","https://openalex.org/W6697214482"],"related_works":["https://openalex.org/W2184777945","https://openalex.org/W1870428314","https://openalex.org/W2100189723","https://openalex.org/W2000284985","https://openalex.org/W2293015666","https://openalex.org/W2253231004","https://openalex.org/W2158169729","https://openalex.org/W1998749283","https://openalex.org/W1554555624","https://openalex.org/W2962718115"],"abstract_inverted_index":{"Hashing":[0,48,102],"for":[1,113,119],"image":[2],"retrieval":[3],"has":[4],"attracted":[5],"lots":[6],"of":[7,128,156],"attentions":[8],"in":[9,71],"recent":[10],"years":[11],"due":[12],"to":[13,33,59,63,80,138],"its":[14],"fast":[15],"computational":[16],"speed":[17],"and":[18,83,117,154],"storage":[19],"efficiency.":[20],"Many":[21],"existing":[22],"hashing":[23,27,96,141],"methods":[24],"obtain":[25],"the":[26,38,44,55,108,114,120,126,140,152],"functions":[28],"through":[29],"mapping":[30],"neighbor":[31],"items":[32],"similar":[34],"codes,":[35],"while":[36],"ignoring":[37],"non-neighbor":[39,61,129],"items.":[40],"One":[41],"exception":[42],"is":[43,78,85],"Local":[45],"Linear":[46],"Spectral":[47],"(LLSH),":[49],"which":[50,77,104],"introduces":[51],"negative":[52],"values":[53],"into":[54],"local":[56],"affinity":[57,72],"matrix":[58,73],"map":[60],"images":[62],"non-similar":[64],"codes.":[65],"However,":[66],"setting":[67],"10th":[68],"percentile":[69],"distance":[70,111,127],"as":[74],"a":[75,93],"threshold,":[76],"used":[79],"judge":[81],"neighbors":[82],"non-neighbors,":[84],"not":[86,105],"reasonable.":[87],"In":[88],"this":[89],"paper,":[90],"we":[91,132],"propose":[92],"novel":[94],"unsupervised":[95,162],"method":[97,158],"called":[98],"Distance":[99],"Preserving":[100],"Marginal":[101],"(DPMH)":[103],"only":[106],"makes":[107],"average":[109],"Hamming":[110],"minimized":[112],"intra-cluster":[115],"pairs":[116],"maximized":[118],"inter-cluster":[121],"pairs,":[122],"but":[123],"also":[124],"preserves":[125],"points.":[130],"Furthermore,":[131],"adopt":[133],"an":[134],"efficient":[135],"sequential":[136],"procedure":[137],"learn":[139],"functions.":[142],"The":[143],"experimental":[144],"results":[145],"on":[146],"two":[147],"large-scale":[148],"benchmark":[149],"datasets":[150],"demonstrate":[151],"effectiveness":[153],"efficiency":[155],"our":[157],"over":[159],"other":[160],"state-of-the-art":[161],"methods.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}