{"id":"https://openalex.org/W2786585376","doi":"https://doi.org/10.1109/tip.2018.2814344","title":"Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder","display_name":"Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder","publication_year":2018,"publication_date":"2018-03-09","ids":{"openalex":"https://openalex.org/W2786585376","doi":"https://doi.org/10.1109/tip.2018.2814344","mag":"2786585376","pmid":"https://pubmed.ncbi.nlm.nih.gov/29641401"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2018.2814344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2018.2814344","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":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1802.02305","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036987388","display_name":"Jingkuan Song","orcid":"https://orcid.org/0000-0002-2549-8322"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingkuan Song","raw_affiliation_strings":["Center of Future Media, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Center of Future Media, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042324027","display_name":"Hanwang Zhang","orcid":"https://orcid.org/0000-0001-7374-8739"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hanwang Zhang","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101598763","display_name":"Xiangpeng Li","orcid":"https://orcid.org/0000-0001-5350-5780"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangpeng Li","raw_affiliation_strings":["Center of Future Media, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Center of Future Media, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066645546","display_name":"Lianli Gao","orcid":"https://orcid.org/0000-0002-2522-6394"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianli Gao","raw_affiliation_strings":["Center of Future Media, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Center of Future Media, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051332325","display_name":"Richang Hong","orcid":"https://orcid.org/0000-0001-5461-3986"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Richang Hong","raw_affiliation_strings":["Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5036987388"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":18.377,"has_fulltext":false,"cited_by_count":274,"citation_normalized_percentile":{"value":0.99356527,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"27","issue":"7","first_page":"3210","last_page":"3221"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9988999962806702,"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":0.8205132484436035},{"id":"https://openalex.org/keywords/binary-code","display_name":"Binary code","score":0.7429649829864502},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.6930768489837646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6767248511314392},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5556118488311768},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5166307091712952},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.46518415212631226},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4599873125553131},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.42367178201675415},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3721265494823456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8205132484436035},{"id":"https://openalex.org/C63435697","wikidata":"https://www.wikidata.org/wiki/Q864135","display_name":"Binary code","level":3,"score":0.7429649829864502},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.6930768489837646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6767248511314392},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5556118488311768},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5166307091712952},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.46518415212631226},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4599873125553131},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.42367178201675415},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3721265494823456},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tip.2018.2814344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2018.2814344","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:29641401","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29641401","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},{"id":"pmh:oai:arXiv.org:1802.02305","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.02305","pdf_url":"https://arxiv.org/pdf/1802.02305","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/142308","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/142308","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1802.02305","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1802.02305","pdf_url":"https://arxiv.org/pdf/1802.02305","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1659391197","display_name":null,"funder_award_id":"61472116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3623292902","display_name":null,"funder_award_id":"61632007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7413685474","display_name":null,"funder_award_id":"61502080","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8027008232","display_name":null,"funder_award_id":"61772116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8167822162","display_name":null,"funder_award_id":"ZYGX2016J085","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8978917354","display_name":null,"funder_award_id":"B17008","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1544092585","https://openalex.org/W1686810756","https://openalex.org/W1777628566","https://openalex.org/W1895577753","https://openalex.org/W1923404803","https://openalex.org/W1947481528","https://openalex.org/W1956333070","https://openalex.org/W1974647172","https://openalex.org/W1992371516","https://openalex.org/W2064675550","https://openalex.org/W2067766814","https://openalex.org/W2073301055","https://openalex.org/W2074668987","https://openalex.org/W2105101328","https://openalex.org/W2108523493","https://openalex.org/W2111993661","https://openalex.org/W2130660124","https://openalex.org/W2130942839","https://openalex.org/W2139501017","https://openalex.org/W2144530948","https://openalex.org/W2152175008","https://openalex.org/W2163605009","https://openalex.org/W2165502232","https://openalex.org/W2194775991","https://openalex.org/W2207125444","https://openalex.org/W2250384498","https://openalex.org/W2302086703","https://openalex.org/W2411707397","https://openalex.org/W2442626797","https://openalex.org/W2473032611","https://openalex.org/W2527195341","https://openalex.org/W2527357643","https://openalex.org/W2563615176","https://openalex.org/W2581637843","https://openalex.org/W2584893896","https://openalex.org/W2586811659","https://openalex.org/W2594990650","https://openalex.org/W2598003564","https://openalex.org/W2621571501","https://openalex.org/W2738662130","https://openalex.org/W2739107216","https://openalex.org/W2751445731","https://openalex.org/W2788585680","https://openalex.org/W2915649242","https://openalex.org/W2950019618","https://openalex.org/W2951520714","https://openalex.org/W2951548327","https://openalex.org/W2951780762","https://openalex.org/W2952564229","https://openalex.org/W2953022248","https://openalex.org/W2962958773","https://openalex.org/W2963213486","https://openalex.org/W2963398644","https://openalex.org/W2963843052","https://openalex.org/W2963954913","https://openalex.org/W2964280870","https://openalex.org/W3103455452","https://openalex.org/W6640257725","https://openalex.org/W6648560114","https://openalex.org/W6679436768","https://openalex.org/W6684191040","https://openalex.org/W6688152296","https://openalex.org/W6727739139","https://openalex.org/W6742457766"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W147410782","https://openalex.org/W2900413183","https://openalex.org/W4390975304","https://openalex.org/W3022252430","https://openalex.org/W4386294643","https://openalex.org/W2510680828","https://openalex.org/W2088296667","https://openalex.org/W2963758661"],"abstract_inverted_index":{"Existing":[0],"video":[1,25,46,51,103,181],"hash":[2,69],"functions":[3],"are":[4],"built":[5],"on":[6,154,176],"three":[7],"isolated":[8],"stages:":[9],"frame":[10],"pooling,":[11],"relaxed":[12],"learning,":[13],"and":[14,90,121,147,170],"binarization,":[15],"which":[16,54],"have":[17],"not":[18],"adequately":[19],"explored":[20],"the":[21,59,95,99,113,123,132,138,144,151,167,172,177],"temporal":[22,60,114],"order":[23],"of":[24,62,101,150,179],"frames":[26],"in":[27,34,64,116],"a":[28,43,107],"joint":[29],"binary":[30,86,96,109,126,139],"optimization":[31],"model,":[32],"resulting":[33],"severe":[35],"information":[36],"loss.":[37],"In":[38],"this":[39],"paper,":[40],"we":[41,136],"propose":[42],"novel":[44],"unsupervised":[45,180],"hashing":[47,52],"framework":[48],"dubbed":[49],"self-supervised":[50],"(SSVH),":[53],"is":[55],"able":[56],"to":[57,68,79,84,93,111,141],"capture":[58],"nature":[61],"videos":[63,89,117,124],"an":[65,81],"end-to-end":[66],"learning":[67],"fashion.":[70],"We":[71,105],"specifically":[72],"address":[73],"two":[74,155],"central":[75],"problems:":[76],"1)":[77],"how":[78,92],"design":[80,106],"encoder-decoder":[82],"architecture":[83],"generate":[85],"codes":[87,97,127,140],"for":[88],"2)":[91],"equip":[94],"with":[98,118,128],"ability":[100],"accurate":[102],"retrieval.":[104,182],"hierarchical":[108],"auto-encoder":[110],"model":[112],"dependencies":[115],"multiple":[119],"granularities,":[120],"embed":[122],"into":[125],"less":[129],"computations":[130],"than":[131],"stacked":[133],"architecture.":[134],"Then,":[135],"encourage":[137],"simultaneously":[142],"reconstruct":[143],"visual":[145],"content":[146],"neighborhood":[148],"structure":[149],"videos.":[152],"Experiments":[153],"real-world":[156],"data":[157],"sets":[158],"show":[159],"that":[160],"our":[161],"SSVH":[162],"method":[163],"can":[164],"significantly":[165],"outperform":[166],"state-of-the-art":[168],"methods":[169],"achieve":[171],"current":[173],"best":[174],"performance":[175],"task":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":32},{"year":2022,"cited_by_count":35},{"year":2021,"cited_by_count":38},{"year":2020,"cited_by_count":52},{"year":2019,"cited_by_count":57},{"year":2018,"cited_by_count":26}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}