{"id":"https://openalex.org/W4200086836","doi":"https://doi.org/10.3390/rs13244965","title":"A Semantic-Preserving Deep Hashing Model for Multi-Label Remote Sensing Image Retrieval","display_name":"A Semantic-Preserving Deep Hashing Model for Multi-Label Remote Sensing Image Retrieval","publication_year":2021,"publication_date":"2021-12-07","ids":{"openalex":"https://openalex.org/W4200086836","doi":"https://doi.org/10.3390/rs13244965"},"language":"en","primary_location":{"id":"doi:10.3390/rs13244965","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13244965","pdf_url":"https://www.mdpi.com/2072-4292/13/24/4965/pdf?version=1638870905","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/24/4965/pdf?version=1638870905","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101639319","display_name":"Qimin Cheng","orcid":null},"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":"Qimin Cheng","raw_affiliation_strings":["School of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057771622","display_name":"Haiyan Huang","orcid":"https://orcid.org/0000-0002-9931-9884"},"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":"Haiyan Huang","raw_affiliation_strings":["School of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090447371","display_name":"Lan Ye","orcid":"https://orcid.org/0000-0003-3735-5844"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Ye","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011043833","display_name":"Peng Fu","orcid":"https://orcid.org/0000-0003-1568-1518"},"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":"Peng Fu","raw_affiliation_strings":["Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA"],"affiliations":[{"raw_affiliation_string":"Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074943588","display_name":"Deqiao Gan","orcid":"https://orcid.org/0000-0001-6326-5776"},"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":"Deqiao Gan","raw_affiliation_strings":["School of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001602025","display_name":"Yuzhuo Zhou","orcid":"https://orcid.org/0009-0009-7912-6370"},"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":"Yuzhuo Zhou","raw_affiliation_strings":["School of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101639319"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4568,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.84521694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"13","issue":"24","first_page":"4965","last_page":"4965"},"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":0.996999979019165,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/computer-science","display_name":"Computer science","score":0.8222560882568359},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.7750591039657593},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.7640851140022278},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.5326091051101685},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4905244708061218},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4718365967273712},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43218135833740234},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4314248859882355},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3851982653141022},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.38086554408073425},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38024526834487915},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3730430603027344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8222560882568359},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.7750591039657593},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.7640851140022278},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.5326091051101685},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4905244708061218},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4718365967273712},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43218135833740234},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4314248859882355},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3851982653141022},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38086554408073425},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38024526834487915},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3730430603027344},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13244965","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13244965","pdf_url":"https://www.mdpi.com/2072-4292/13/24/4965/pdf?version=1638870905","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:48dbc4fad3f2499c98690893c1e4f032","is_oa":true,"landing_page_url":"https://doaj.org/article/48dbc4fad3f2499c98690893c1e4f032","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 24, p 4965 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/24/4965/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13244965","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13244965","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13244965","pdf_url":"https://www.mdpi.com/2072-4292/13/24/4965/pdf?version=1638870905","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2415414354","display_name":null,"funder_award_id":"(No. 41771452","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6120034472","display_name":null,"funder_award_id":"Y5SJ1500CX","funder_id":"https://openalex.org/F4320336006","funder_display_name":"Institute of Remote Sensing and Digital Earth"},{"id":"https://openalex.org/G6366554838","display_name":null,"funder_award_id":"41771452","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/F4320336006","display_name":"Institute of Remote Sensing and Digital Earth","ror":"https://ror.org/02cjszf03"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200086836.pdf","grobid_xml":"https://content.openalex.org/works/W4200086836.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1923967535","https://openalex.org/W1974647172","https://openalex.org/W1996953927","https://openalex.org/W2095483845","https://openalex.org/W2111259723","https://openalex.org/W2127015576","https://openalex.org/W2154533856","https://openalex.org/W2210322478","https://openalex.org/W2293824885","https://openalex.org/W2296447001","https://openalex.org/W2401246392","https://openalex.org/W2411707397","https://openalex.org/W2508837377","https://openalex.org/W2567850185","https://openalex.org/W2586937979","https://openalex.org/W2626107033","https://openalex.org/W2766724094","https://openalex.org/W2766938848","https://openalex.org/W2767252287","https://openalex.org/W2774146096","https://openalex.org/W2807974043","https://openalex.org/W2809436351","https://openalex.org/W2843623251","https://openalex.org/W2883105896","https://openalex.org/W2889792167","https://openalex.org/W2918316070","https://openalex.org/W2931053602","https://openalex.org/W2963256013","https://openalex.org/W2963323172","https://openalex.org/W2966218308","https://openalex.org/W2966747399","https://openalex.org/W2981537605","https://openalex.org/W2983372049","https://openalex.org/W2996180937","https://openalex.org/W3008363225","https://openalex.org/W3080181119","https://openalex.org/W3091842132","https://openalex.org/W3105475654","https://openalex.org/W3165730205","https://openalex.org/W3176085218","https://openalex.org/W3192459570","https://openalex.org/W3206820360","https://openalex.org/W4255779515","https://openalex.org/W6681077227","https://openalex.org/W6697214482","https://openalex.org/W6771887216"],"related_works":["https://openalex.org/W3177930984","https://openalex.org/W2052697133","https://openalex.org/W4312417841","https://openalex.org/W2076896210","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2384288472","https://openalex.org/W1539573266","https://openalex.org/W2093596879","https://openalex.org/W2376984068"],"abstract_inverted_index":{"Conventional":[0],"remote":[1,30,37,62,95,148,194,215,235],"sensing":[2,31,38,63,96,149,195,216,236],"image":[3,32,39,64,87,129,150,166,196,217,237],"retrieval":[4,9,71,101],"(RSIR)":[5],"systems":[6],"perform":[7],"single-label":[8],"with":[10],"a":[11,36,50,60,77,140,160,169,177],"single":[12,51],"label":[13,52],"to":[14,82,85,99,164,172,181,208],"represent":[15],"the":[16,29,56,91,114,122,184,205,213,222,227,233],"most":[17],"dominant":[18],"semantic":[19,57,109,186],"content":[20,58],"for":[21,146],"an":[22],"image.":[23],"Improved":[24],"spatial":[25],"resolution":[26],"dramatically":[27],"boosts":[28],"scene":[33,65],"complexity,":[34],"as":[35,200],"always":[40],"contains":[41],"multiple":[42],"categories":[43],"of":[44,59,93,117,124,155,188,226,229],"surface":[45],"features.":[46],"In":[47],"this":[48,203],"case,":[49],"cannot":[53],"comprehensively":[54],"describe":[55],"complex":[61],"and":[66,103,224],"therefore":[67],"results":[68,220],"in":[69,73,90,120,131,192,232],"poor":[70],"performance":[72],"practical":[74],"applications.":[75],"As":[76,198],"result,":[78],"researchers":[79],"have":[80],"begun":[81],"pay":[83],"attention":[84],"multi-label":[86,147,185,214,234],"retrieval.":[88,151,218,238],"However,":[89],"era":[92],"massive":[94],"data,":[97],"how":[98],"increase":[100],"efficiency":[102],"reduce":[104],"feature":[105],"storage":[106],"while":[107],"preserving":[108],"information":[110,187],"remains":[111],"unsolved.":[112],"Considering":[113],"powerful":[115],"capability":[116],"hashing":[118,144,211,230],"learning":[119,190],"overcoming":[121],"curse":[123],"dimensionality":[125],"caused":[126],"by":[127],"high-dimensional":[128],"representation":[130],"Approximate":[132],"Nearest":[133],"Neighbor":[134],"(ANN)":[135],"search":[136],"problems,":[137],"we":[138,201],"propose":[139],"new":[141,178],"semantic-preserving":[142],"deep":[143,210],"model":[145,153],"Our":[152],"consists":[154],"three":[156],"main":[157],"components:":[158],"(1)":[159],"convolutional":[161],"neural":[162],"network":[163],"extract":[165],"features;":[167],"(2)":[168],"hash":[170,189],"layer":[171],"generate":[173],"binary":[174],"codes;":[175],"(3)":[176],"loss":[179],"function":[180],"better":[182],"maintain":[183],"contained":[191],"context":[193],"scene.":[197],"far":[199],"know,":[202],"is":[204],"first":[206],"attempt":[207],"apply":[209],"into":[212],"Experimental":[219],"indicate":[221],"effectiveness":[223],"promising":[225],"introduction":[228],"methods":[231]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
