{"id":"https://openalex.org/W2997536517","doi":"https://doi.org/10.1109/tcds.2019.2963339","title":"Attention-Based Video Hashing for Large-Scale Video Retrieval","display_name":"Attention-Based Video Hashing for Large-Scale Video Retrieval","publication_year":2019,"publication_date":"2019-12-31","ids":{"openalex":"https://openalex.org/W2997536517","doi":"https://doi.org/10.1109/tcds.2019.2963339","mag":"2997536517"},"language":"en","primary_location":{"id":"doi:10.1109/tcds.2019.2963339","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2019.2963339","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"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 Cognitive and Developmental Systems","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/A5100644874","display_name":"Yingxin Wang","orcid":"https://orcid.org/0000-0001-8230-5497"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingxin Wang","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019824207","display_name":"Xiushan Nie","orcid":"https://orcid.org/0000-0001-9644-9723"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiushan Nie","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Jianzhu University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-9644-9723","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Jianzhu University, Jinan, China","institution_ids":["https://openalex.org/I44445938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101935426","display_name":"Yang Shi","orcid":"https://orcid.org/0000-0003-2515-1588"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Shi","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100709810","display_name":"Xin Zhou","orcid":"https://orcid.org/0000-0003-0231-2895"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Zhou","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100672590","display_name":"Yilong Yin","orcid":"https://orcid.org/0000-0002-8465-1294"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilong Yin","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-8465-1294","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0918,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.82399129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"3","first_page":"491","last_page":"502"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9991000294685364,"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":0.9987000226974487,"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":0.899560809135437},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7385567426681519},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5865561366081238},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5743663311004639},{"id":"https://openalex.org/keywords/feature-hashing","display_name":"Feature hashing","score":0.5451818704605103},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5001940727233887},{"id":"https://openalex.org/keywords/dynamic-perfect-hashing","display_name":"Dynamic perfect hashing","score":0.4603753685951233},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.44555050134658813},{"id":"https://openalex.org/keywords/video-retrieval","display_name":"Video retrieval","score":0.4197952151298523},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3805440068244934},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.3637375831604004},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.35096386075019836},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32101625204086304},{"id":"https://openalex.org/keywords/double-hashing","display_name":"Double hashing","score":0.12629660964012146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.899560809135437},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7385567426681519},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5865561366081238},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5743663311004639},{"id":"https://openalex.org/C133667856","wikidata":"https://www.wikidata.org/wiki/Q5439682","display_name":"Feature hashing","level":5,"score":0.5451818704605103},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5001940727233887},{"id":"https://openalex.org/C122907437","wikidata":"https://www.wikidata.org/wiki/Q5318999","display_name":"Dynamic perfect hashing","level":5,"score":0.4603753685951233},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.44555050134658813},{"id":"https://openalex.org/C2983174267","wikidata":"https://www.wikidata.org/wiki/Q3775098","display_name":"Video retrieval","level":2,"score":0.4197952151298523},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3805440068244934},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.3637375831604004},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.35096386075019836},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32101625204086304},{"id":"https://openalex.org/C138111711","wikidata":"https://www.wikidata.org/wiki/Q478351","display_name":"Double hashing","level":4,"score":0.12629660964012146},{"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/tcds.2019.2963339","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2019.2963339","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"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 Cognitive and Developmental Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7200000286102295,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1457259092","display_name":null,"funder_award_id":"61876098","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2523181259","display_name":null,"funder_award_id":"2018YFC0830102","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4984754457","display_name":null,"funder_award_id":"2018YFC0830100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G554254981","display_name":"\u57fa\u4e8e\u5f02\u6784\u7edf\u4e00\u5316\u7684\u53ef\u89c6\u5a92\u4f53\u9c81\u68d2\u54c8\u5e0c\u7cbe\u5ea6\u95ee\u9898\u7814\u7a76","funder_award_id":"61671274","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7772244130","display_name":null,"funder_award_id":"61573219","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"},{"id":"https://openalex.org/F4320324777","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W24089286","https://openalex.org/W1502916507","https://openalex.org/W1686810756","https://openalex.org/W1777628566","https://openalex.org/W1910300841","https://openalex.org/W1923404803","https://openalex.org/W1939575207","https://openalex.org/W1974647172","https://openalex.org/W1992371516","https://openalex.org/W2024082504","https://openalex.org/W2029205712","https://openalex.org/W2040918046","https://openalex.org/W2044195942","https://openalex.org/W2051090063","https://openalex.org/W2064675550","https://openalex.org/W2067766814","https://openalex.org/W2076058164","https://openalex.org/W2095536970","https://openalex.org/W2116435618","https://openalex.org/W2123737024","https://openalex.org/W2125378448","https://openalex.org/W2126579184","https://openalex.org/W2142881874","https://openalex.org/W2147717514","https://openalex.org/W2153273131","https://openalex.org/W2162006472","https://openalex.org/W2164338181","https://openalex.org/W2221852422","https://openalex.org/W2293597654","https://openalex.org/W2293824885","https://openalex.org/W2411707397","https://openalex.org/W2508837377","https://openalex.org/W2524771588","https://openalex.org/W2526428212","https://openalex.org/W2527195341","https://openalex.org/W2527357643","https://openalex.org/W2563615176","https://openalex.org/W2588651547","https://openalex.org/W2589930967","https://openalex.org/W2620666060","https://openalex.org/W2621176975","https://openalex.org/W2624945720","https://openalex.org/W2733636222","https://openalex.org/W2765366725","https://openalex.org/W2766520430","https://openalex.org/W2769924993","https://openalex.org/W2772756366","https://openalex.org/W2786585376","https://openalex.org/W2890627175","https://openalex.org/W2900790473","https://openalex.org/W2962786441","https://openalex.org/W2962835968","https://openalex.org/W2963017553","https://openalex.org/W2963276379","https://openalex.org/W2963403868","https://openalex.org/W3099677434","https://openalex.org/W4385245566","https://openalex.org/W6600983433","https://openalex.org/W6629956336","https://openalex.org/W6637373629","https://openalex.org/W6640257725","https://openalex.org/W6648560114","https://openalex.org/W6677326919","https://openalex.org/W6678556256","https://openalex.org/W6681077227","https://openalex.org/W6684181414","https://openalex.org/W6688844344","https://openalex.org/W6697060382","https://openalex.org/W6697214482","https://openalex.org/W6725199262","https://openalex.org/W6738979955","https://openalex.org/W6739901393","https://openalex.org/W6741481310"],"related_works":["https://openalex.org/W2811247857","https://openalex.org/W1554555624","https://openalex.org/W2000284985","https://openalex.org/W2613090906","https://openalex.org/W230433452","https://openalex.org/W2158169729","https://openalex.org/W2169139294","https://openalex.org/W2985440808","https://openalex.org/W2024794876","https://openalex.org/W2086731314"],"abstract_inverted_index":{"Large-scale":[0],"video":[1,13,26,32,39,48],"retrieval":[2],"is":[3,94],"a":[4,47,55],"challenging":[5],"problem":[6],"because":[7],"of":[8,12,36],"the":[9,16,37,66,77,89,97,114],"exponential":[10],"growth":[11],"collections":[14],"on":[15,126],"Internet.":[17],"To":[18,83],"address":[19],"this":[20],"challenge,":[21],"we":[22,53],"propose":[23],"an":[24,91],"attention-based":[25],"hashing":[27,40],"(AVH)":[28],"method":[29,117,135],"for":[30,50],"large-scale":[31],"retrieval.":[33],"Unlike":[34],"most":[35],"existing":[38,121,137],"methods,":[41],"which":[42,99],"consider":[43],"different":[44,81,102,105],"frames":[45],"within":[46],"separately":[49],"hash":[51,73],"learning,":[52],"use":[54],"convolutional":[56],"neural":[57],"network":[58,64],"and":[59,71],"long":[60],"short-term":[61],"memory":[62],"(LSTM)":[63],"as":[65],"backbone":[67],"to":[68,104,112],"learn":[69],"compact":[70],"discriminative":[72],"codes":[74],"by":[75],"exploiting":[76],"structural":[78],"information":[79],"among":[80],"frames.":[82],"better":[84],"capture":[85],"informative":[86],"clues":[87],"in":[88,118],"video,":[90],"attention":[92],"mechanism":[93],"added":[95],"into":[96],"backbone,":[98],"can":[100],"assign":[101],"weights":[103],"LSTM":[106],"time":[107],"steps.":[108],"Experiments":[109],"were":[110],"conducted":[111],"evaluate":[113],"proposed":[115],"AVH":[116],"comparison":[119],"with":[120],"methods.":[122,139],"The":[123],"experimental":[124],"results":[125],"two":[127],"widely":[128],"used":[129],"data":[130],"sets":[131],"show":[132],"that":[133],"our":[134],"outperforms":[136],"state-of-the-art":[138]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
