{"id":"https://openalex.org/W4413822421","doi":"https://doi.org/10.1109/tgrs.2025.3604386","title":"Whole Semantic Sparse Coding Network for Remote Sensing Image\u2013Text Retrieval","display_name":"Whole Semantic Sparse Coding Network for Remote Sensing Image\u2013Text Retrieval","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413822421","doi":"https://doi.org/10.1109/tgrs.2025.3604386"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3604386","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3604386","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5084142876","display_name":"Chengyu Zheng","orcid":"https://orcid.org/0000-0002-5948-0032"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyu Zheng","raw_affiliation_strings":["College of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-5948-0032","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103549441","display_name":"Qi Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wen","raw_affiliation_strings":["College of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0005-5395-7724","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051737698","display_name":"Xiu Li","orcid":"https://orcid.org/0009-0006-8822-5280"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiu Li","raw_affiliation_strings":["College of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0006-8822-5280","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102925116","display_name":"Chenxue Yang","orcid":"https://orcid.org/0000-0002-6376-2980"},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxue Yang","raw_affiliation_strings":["Chinese Academy of Agricultural Sciences, Agricultural Information Institute, Beijing, China","Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Agricultural Sciences, Agricultural Information Institute, Beijing, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]},{"raw_affiliation_string":"Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210093981","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058652390","display_name":"Jie Nie","orcid":"https://orcid.org/0000-0003-4952-7666"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Nie","raw_affiliation_strings":["College of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-4952-7666","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102682201","display_name":"Yiyun Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyun Guo","raw_affiliation_strings":["College of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059857918","display_name":"Yuntao Qian","orcid":"https://orcid.org/0000-0002-7418-5891"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuntao Qian","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7418-5891","affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079932099","display_name":"Zhiqiang Wei","orcid":"https://orcid.org/0000-0002-2830-8301"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Wei","raw_affiliation_strings":["College of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-2830-8301","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2855,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89405671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9930999875068665,"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":0.9930999875068665,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9714999794960022,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9053000211715698,"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":0.773833692073822},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.543221116065979},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4723583161830902},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4401256740093231},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4226386845111847},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40670618414878845},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3835601210594177},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1420239806175232}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.773833692073822},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.543221116065979},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4723583161830902},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4401256740093231},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4226386845111847},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40670618414878845},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3835601210594177},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1420239806175232},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3604386","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3604386","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6577305832","display_name":null,"funder_award_id":"2023004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8768018742","display_name":null,"funder_award_id":"62172376","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":52,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1980038761","https://openalex.org/W2086866337","https://openalex.org/W2510520237","https://openalex.org/W2603566245","https://openalex.org/W2767943769","https://openalex.org/W2774965253","https://openalex.org/W2779054585","https://openalex.org/W2911584214","https://openalex.org/W2962964995","https://openalex.org/W2964120214","https://openalex.org/W2981448908","https://openalex.org/W2983372049","https://openalex.org/W2986534680","https://openalex.org/W2994818707","https://openalex.org/W3047058320","https://openalex.org/W3083147600","https://openalex.org/W3118694826","https://openalex.org/W3133500032","https://openalex.org/W3140792177","https://openalex.org/W3165084071","https://openalex.org/W3168371931","https://openalex.org/W3208803664","https://openalex.org/W3217792975","https://openalex.org/W4224911357","https://openalex.org/W4293499134","https://openalex.org/W4296079338","https://openalex.org/W4308743547","https://openalex.org/W4312219282","https://openalex.org/W4312272363","https://openalex.org/W4312572778","https://openalex.org/W4312761738","https://openalex.org/W4378696930","https://openalex.org/W4379806246","https://openalex.org/W4385245566","https://openalex.org/W4386913007","https://openalex.org/W4386952228","https://openalex.org/W4387617598","https://openalex.org/W4387969154","https://openalex.org/W4388624611","https://openalex.org/W4388740367","https://openalex.org/W4392061609","https://openalex.org/W4392543511","https://openalex.org/W4394938913","https://openalex.org/W4395029188","https://openalex.org/W4396531078","https://openalex.org/W4396909863","https://openalex.org/W4397026292","https://openalex.org/W4399146252","https://openalex.org/W4400909772","https://openalex.org/W4403791994","https://openalex.org/W4408520851"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W1987967678","https://openalex.org/W1986902711","https://openalex.org/W2396760013","https://openalex.org/W2148433556","https://openalex.org/W2171776552","https://openalex.org/W98391849","https://openalex.org/W1600907701","https://openalex.org/W2726741344"],"abstract_inverted_index":{"In":[0,57],"recent":[1],"years,":[2],"cross-modal":[3,205],"text-image":[4],"retrieval":[5,73,89,206],"in":[6,47,207],"remote":[7,70,208],"sensing":[8,71,209],"has":[9],"gained":[10],"prominence":[11],"as":[12],"a":[13,60,76,96,106,122,135,218],"research":[14],"focus":[15,31,181],"due":[16],"to":[17,20,74,110,134,152,180,210],"its":[18],"potential":[19],"provide":[21],"abundant,":[22],"inclusive,":[23],"and":[24,54,78,119,132,138,145,156,171,195],"multi-perspective":[25],"information.":[26,56],"However,":[27],"existing":[28],"methods":[29],"usually":[30],"on":[32,182,200],"salient":[33,37,183],"features,":[34],"but":[35],"these":[36],"features":[38,80,114,140],"cannot":[39],"describe":[40],"the":[41,48,85,88,92,112,117,143,154,160,169,212],"image":[42,118],"or":[43,185],"text":[44,120],"completely,":[45],"resulting":[46],"loss":[49,177],"of":[50,87,116,159],"some":[51],"important":[52],"details":[53],"discriminable":[55],"this":[58],"article,":[59],"Whole":[61,97,172],"Semantic":[62,98,173],"Sparse":[63,99],"Coding":[64,101],"Network":[65],"(WSSCN)":[66],"is":[67,150,178],"proposed":[68,179],"for":[69,82,204],"image-text":[72],"build":[75],"complete":[77],"reliable":[79],"description":[81],"further":[83],"improving":[84],"performance":[86],"model.":[90],"Specifically,":[91],"WSSCN":[93],"first":[94],"designs":[95],"Representation":[100],"(WSSRC)":[102],"module":[103,149],"by":[104,189,216],"constructing":[105],"robust":[107],"semantic":[108,124,130,162,187,220],"library":[109],"transform":[111],"dense":[113],"matrix":[115,126],"into":[121],"whole":[123,161,186,219],"sparse":[125,163,221],"that":[127],"enables":[128],"multiple":[129],"decoupling":[131],"leads":[133],"more":[136],"precise":[137],"detailed":[139],"expression.":[141],"Afterwards,":[142],"Intra-":[144],"Inter-Modal":[146],"Consistency":[147],"(IIMC)":[148],"devised":[151],"improve":[153],"intra-modal":[155],"inter-modal":[157],"consistency":[158],"representation":[164],"from":[165],"different":[166],"models.":[167],"Finally,":[168],"Salient":[170],"Adaptive":[174],"Learning":[175],"(SWSAL)":[176],"information":[184,188],"calculating":[190],"an":[191],"adjusted":[192],"parameter.":[193],"Quantitative":[194],"qualitative":[196],"experiments":[197],"are":[198],"performed":[199],"four":[201],"extensive":[202],"datasets":[203],"showcase":[211],"notable":[213],"effectiveness":[214],"achieved":[215],"implementing":[217],"coding":[222],"network.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}