{"id":"https://openalex.org/W2891071241","doi":"https://doi.org/10.1109/tip.2018.2863028","title":"Automatic Ensemble Diffusion for 3D Shape and Image Retrieval","display_name":"Automatic Ensemble Diffusion for 3D Shape and Image Retrieval","publication_year":2018,"publication_date":"2018-08-03","ids":{"openalex":"https://openalex.org/W2891071241","doi":"https://doi.org/10.1109/tip.2018.2863028","mag":"2891071241","pmid":"https://pubmed.ncbi.nlm.nih.gov/30080147"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2018.2863028","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2018.2863028","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101562162","display_name":"Song Bai","orcid":"https://orcid.org/0000-0002-2570-9118"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Song Bai","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, Hubei, CN"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, Hubei, CN","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062980821","display_name":"Zhichao Zhou","orcid":"https://orcid.org/0000-0001-6235-4320"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhichao Zhou","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, Hubei, CN"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, Hubei, CN","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075880303","display_name":"Jingdong Wang","orcid":"https://orcid.org/0000-0002-4888-4445"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingdong Wang","raw_affiliation_strings":["Microsoft Research Asia, Beijing, Beijing, CN"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039363991","display_name":"Xiang Bai","orcid":"https://orcid.org/0000-0002-3449-5940"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Bai","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, Hubei, CN"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, Hubei, CN","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064854962","display_name":"Longin Jan Latecki","orcid":"https://orcid.org/0000-0002-5102-8244"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Longin Jan Latecki","raw_affiliation_strings":["Temple University, Philadelphia, PA, US"],"affiliations":[{"raw_affiliation_string":"Temple University, Philadelphia, PA, US","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100393506","display_name":"Qi Tian","orcid":"https://orcid.org/0000-0002-7252-5047"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Tian","raw_affiliation_strings":["Department of Computer Science, The University of Texas at San Antonio, San Antonio, TX, USA","Noah\u2019s Ark Lab, Shenzhen, China","Noah's Ark Lab, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]},{"raw_affiliation_string":"Noah\u2019s Ark Lab, Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"Noah's Ark Lab, Shenzhen, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101562162"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":1.7758,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.8925558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"28","issue":"1","first_page":"88","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.9975000023841858,"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":0.5993596315383911},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5732818245887756},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5361848473548889},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49457451701164246},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4549320936203003},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4477088451385498},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.42082875967025757},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4116290807723999}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5993596315383911},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5732818245887756},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5361848473548889},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49457451701164246},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4549320936203003},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4477088451385498},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.42082875967025757},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4116290807723999},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2018.2863028","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2018.2863028","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:30080147","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30080147","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2796859840","display_name":null,"funder_award_id":"IIS-1302164","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":105,"referenced_works":["https://openalex.org/W204268067","https://openalex.org/W1524680991","https://openalex.org/W1540630416","https://openalex.org/W1556531089","https://openalex.org/W1561952261","https://openalex.org/W1629010235","https://openalex.org/W1644641054","https://openalex.org/W1820015093","https://openalex.org/W1896794744","https://openalex.org/W1920022804","https://openalex.org/W1922697897","https://openalex.org/W1935207225","https://openalex.org/W1955462214","https://openalex.org/W1979931042","https://openalex.org/W1981385563","https://openalex.org/W1984309565","https://openalex.org/W1996169591","https://openalex.org/W1997933354","https://openalex.org/W2021122545","https://openalex.org/W2024618054","https://openalex.org/W2031332477","https://openalex.org/W2038864232","https://openalex.org/W2041859767","https://openalex.org/W2050882854","https://openalex.org/W2051007085","https://openalex.org/W2065296697","https://openalex.org/W2069738786","https://openalex.org/W2071864906","https://openalex.org/W2074781138","https://openalex.org/W2076188996","https://openalex.org/W2084635976","https://openalex.org/W2093926511","https://openalex.org/W2105026917","https://openalex.org/W2105516263","https://openalex.org/W2128017662","https://openalex.org/W2131791003","https://openalex.org/W2133299088","https://openalex.org/W2135364649","https://openalex.org/W2142992480","https://openalex.org/W2146729014","https://openalex.org/W2151103935","https://openalex.org/W2156365280","https://openalex.org/W2160392092","https://openalex.org/W2162409847","https://openalex.org/W2165414070","https://openalex.org/W2170818070","https://openalex.org/W2177038588","https://openalex.org/W2179042386","https://openalex.org/W2194775991","https://openalex.org/W2204975001","https://openalex.org/W2212363941","https://openalex.org/W2264350531","https://openalex.org/W2340690086","https://openalex.org/W2342223463","https://openalex.org/W2409424644","https://openalex.org/W2473085920","https://openalex.org/W2502206489","https://openalex.org/W2520668558","https://openalex.org/W2559091987","https://openalex.org/W2580018057","https://openalex.org/W2604275585","https://openalex.org/W2608153915","https://openalex.org/W2612326916","https://openalex.org/W2620629206","https://openalex.org/W2780643544","https://openalex.org/W2799712919","https://openalex.org/W2809100664","https://openalex.org/W2893477965","https://openalex.org/W2962724911","https://openalex.org/W2962731536","https://openalex.org/W4255026250","https://openalex.org/W6633448084","https://openalex.org/W6633472159","https://openalex.org/W6637108133","https://openalex.org/W6638441017","https://openalex.org/W6639685146","https://openalex.org/W6640129119","https://openalex.org/W6640300118","https://openalex.org/W6640693356","https://openalex.org/W6640727481","https://openalex.org/W6649184516","https://openalex.org/W6650035937","https://openalex.org/W6658045574","https://openalex.org/W6659841006","https://openalex.org/W6666665630","https://openalex.org/W6669427377","https://openalex.org/W6669462180","https://openalex.org/W6671334915","https://openalex.org/W6674231392","https://openalex.org/W6679655593","https://openalex.org/W6679726148","https://openalex.org/W6684064746","https://openalex.org/W6685199254","https://openalex.org/W6687483927","https://openalex.org/W6688055138","https://openalex.org/W6688101357","https://openalex.org/W6703933998","https://openalex.org/W6704508018","https://openalex.org/W6704683583","https://openalex.org/W6713124016","https://openalex.org/W6730184407","https://openalex.org/W6736088305","https://openalex.org/W6747296785","https://openalex.org/W6750767947","https://openalex.org/W6754737883"],"related_works":["https://openalex.org/W2087793626","https://openalex.org/W2052697133","https://openalex.org/W2386796262","https://openalex.org/W3177930984","https://openalex.org/W3177740930","https://openalex.org/W2017257332","https://openalex.org/W1484549928","https://openalex.org/W2248898042","https://openalex.org/W1539573266","https://openalex.org/W1974805659"],"abstract_inverted_index":{"As":[0],"a":[1,50,131],"post-processing":[2],"procedure,":[3],"the":[4,14,43,59,62,104,120,145,149,154,166,189,197],"diffusion":[5,63,83,108,156],"process":[6,64],"has":[7],"demonstrated":[8],"its":[9],"ability":[10],"of":[11,16,38,54,61,123,137],"substantially":[12],"improving":[13],"performance":[15],"various":[17,181],"visual":[18],"retrieval":[19,182,187,195],"systems.":[20],"Whereas,":[21],"great":[22,51],"efforts":[23],"are":[24,89,99,126],"also":[25],"devoted":[26],"to":[27,101],"similarity":[28,39,56],"(or":[29],"metric)":[30],"fusion,":[31],"seeing":[32],"that":[33,96,119,140,173],"only":[34],"one":[35,135],"individual":[36],"type":[37],"cannot":[40],"fully":[41],"reveal":[42],"intrinsic":[44],"relationship":[45],"between":[46],"objects.":[47],"This":[48],"stimulates":[49],"research":[52],"interest":[53],"considering":[55],"fusion":[57,66,81],"in":[58],"framework":[60],"(i.e.,":[65],"with":[67,82,112,148,165],"diffusion)":[68],"for":[69],"robust":[70],"retrieval.":[71],"In":[72],"this":[73],"paper,":[74],"we":[75,160,174],"first":[76],"revisit":[77],"representative":[78],"methods":[79],"about":[80],"and":[84,193,199],"provide":[85],"new":[86,177],"insights":[87],"which":[88],"ignored":[90],"by":[91],"previous":[92],"researchers.":[93],"Then,":[94],"observing":[95],"existing":[97],"algorithms":[98],"susceptible":[100],"noisy":[102,124],"similarities,":[103],"proposed":[105,167],"regularized":[106],"ensemble":[107],"(RED)":[109],"is":[110,139],"bundled":[111],"an":[113],"automatic":[114],"weight":[115],"learning":[116],"paradigm,":[117],"so":[118],"negative":[121],"impacts":[122],"similarities":[125,164],"suppressed.":[127],"Though":[128],"formulated":[129],"as":[130,153],"convex":[132],"optimization":[133],"problem,":[134],"advantage":[136],"RED":[138],"it":[141],"converts":[142],"back":[143],"into":[144],"iteration-based":[146],"solver":[147],"same":[150],"computational":[151],"complexity":[152],"conventional":[155],"process.":[157],"At":[158],"last,":[159],"integrate":[161],"several":[162],"recently-proposed":[163],"framework.":[168],"The":[169],"experimental":[170],"results":[171],"suggest":[172],"can":[175],"achieve":[176],"state-of-the-art":[178],"performances":[179],"on":[180,188,196],"tasks,":[183],"including":[184],"3D":[185],"shape":[186],"ModelNet":[190],"data":[191,201],"set,":[192],"image":[194],"Holidays":[198],"Ukbench":[200],"sets.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}