{"id":"https://openalex.org/W4406857611","doi":"https://doi.org/10.1109/tmm.2025.3535365","title":"Cross-Modal Progressive Perspective Matching Network for Remote Sensing Image-Text Retrieval","display_name":"Cross-Modal Progressive Perspective Matching Network for Remote Sensing Image-Text Retrieval","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406857611","doi":"https://doi.org/10.1109/tmm.2025.3535365"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3535365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535365","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/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/A5069127252","display_name":"Xinyue Liang","orcid":"https://orcid.org/0000-0003-4406-536X"},"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":"Xinyue Liang","raw_affiliation_strings":["College of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-4406-536X","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/A5100784430","display_name":"Lei Huang","orcid":"https://orcid.org/0000-0003-4087-3677"},"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":"Lei Huang","raw_affiliation_strings":["College of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-4087-3677","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/A5049374513","display_name":"Shan Du","orcid":"https://orcid.org/0000-0002-2281-5150"},"institutions":[{"id":"https://openalex.org/I4405260628","display_name":"University of British Columbia, Okanagan Campus","ror":"https://ror.org/04241wz75","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shan Du","raw_affiliation_strings":["Department of Computer Science, Mathematics, Physics, and Statistics, University of British Columbia (Okanagan Campus), Kelowna, BC, Canada","Department of Computer Science, Mathematics, Physics, and Statistics, university of British Columbia (Okanagan Campus), Kelowna, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2281-5150","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Mathematics, Physics, and Statistics, University of British Columbia (Okanagan Campus), Kelowna, BC, Canada","institution_ids":["https://openalex.org/I4405260628"]},{"raw_affiliation_string":"Department of Computer Science, Mathematics, Physics, and Statistics, university of British Columbia (Okanagan Campus), Kelowna, Canada","institution_ids":["https://openalex.org/I4405260628"]}]},{"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":"last","author":{"id":"https://openalex.org/A5029633264","display_name":"Junyu Dong","orcid":"https://orcid.org/0000-0001-7012-2087"},"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":"Junyu Dong","raw_affiliation_strings":["College of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-7012-2087","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":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.76,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.99356027,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"27","issue":null,"first_page":"3966","last_page":"3978"},"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":0.9976000189781189,"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":0.9976000189781189,"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":0.9970999956130981,"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":0.9506000280380249,"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":0.8560782670974731},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6610413193702698},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6288208365440369},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5272768139839172},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5111516118049622},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4945199191570282},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.4677911698818207},{"id":"https://openalex.org/keywords/image-matching","display_name":"Image matching","score":0.44381463527679443},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39451348781585693},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3857307434082031}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8560782670974731},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6610413193702698},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6288208365440369},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5272768139839172},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5111516118049622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4945199191570282},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.4677911698818207},{"id":"https://openalex.org/C2986492983","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image matching","level":3,"score":0.44381463527679443},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39451348781585693},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3857307434082031},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2025.3535365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535365","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1980038761","https://openalex.org/W2086866337","https://openalex.org/W2510520237","https://openalex.org/W2767943769","https://openalex.org/W2779054585","https://openalex.org/W2962964995","https://openalex.org/W2964120214","https://openalex.org/W2981448908","https://openalex.org/W2994818707","https://openalex.org/W3004137323","https://openalex.org/W3092149608","https://openalex.org/W3118694826","https://openalex.org/W3133500032","https://openalex.org/W3134272453","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/W4304099166","https://openalex.org/W4308743547","https://openalex.org/W4312219282","https://openalex.org/W4312272363","https://openalex.org/W4312572778","https://openalex.org/W4312761738","https://openalex.org/W4321607993","https://openalex.org/W4322576444","https://openalex.org/W4375801803","https://openalex.org/W4378696930","https://openalex.org/W4381327576","https://openalex.org/W4385245566","https://openalex.org/W4385895960","https://openalex.org/W4385934203","https://openalex.org/W4386075677","https://openalex.org/W4386952228","https://openalex.org/W4387617598","https://openalex.org/W4387969154","https://openalex.org/W4388624611","https://openalex.org/W4389474309","https://openalex.org/W4392061609","https://openalex.org/W4392543511","https://openalex.org/W4393108955","https://openalex.org/W4394938913","https://openalex.org/W4395029188","https://openalex.org/W4396909863","https://openalex.org/W4399146252","https://openalex.org/W4402627291","https://openalex.org/W6747225742","https://openalex.org/W6755207826","https://openalex.org/W6780945792","https://openalex.org/W6784333009","https://openalex.org/W6789753369","https://openalex.org/W6791353385","https://openalex.org/W6811013733","https://openalex.org/W6851950068"],"related_works":["https://openalex.org/W2384918310","https://openalex.org/W2383808867","https://openalex.org/W2372581239","https://openalex.org/W2107893065","https://openalex.org/W2617958085","https://openalex.org/W1509862229","https://openalex.org/W1974208548","https://openalex.org/W2050706403","https://openalex.org/W1973922169","https://openalex.org/W1519745258"],"abstract_inverted_index":{"Cross-modality":[0],"based":[1],"on":[2,249],"remote":[3,104,252],"sensing":[4,105,253],"(RS)":[5],"text-image":[6],"retrieval":[7,39,71,107,125,255],"has":[8],"gained":[9],"increasing":[10],"attention":[11],"in":[12,51,64,79],"recent":[13],"years":[14],"due":[15],"to":[16,19,31,47,74,82,88,118,172,180,213,257],"its":[17],"ability":[18],"leverage":[20],"the":[21,27,57,76,83,121,124,128,136,144,153,174,188,203,210,214,224,236,259,264],"rich":[22],"semantics":[23],"of":[24,29,61,123,132,205,262],"images":[25,80],"and":[26,115,152,221,244,269],"understandability":[28],"text":[30,167],"provide":[32],"a":[33,68,94,110,228],"more":[34],"comprehensive":[35],"description.":[36],"Existing":[37],"cross-modal":[38,197,240,254],"methods":[40],"typically":[41],"apply":[42],"self-attention":[43],"or":[44],"cross-attention":[45],"mechanisms":[46],"identify":[48],"important":[49],"information":[50,184],"RS":[52,65],"data,":[53],"but":[54],"they":[55],"ignore":[56],"multi-view":[58],"perception":[59],"characteristic":[60],"geographical":[62],"space":[63],"images.":[66,186],"As":[67],"result,":[69],"these":[70],"models":[72],"fail":[73],"locate":[75],"correct":[77],"perspective":[78,112,183,207,266],"according":[81,212],"query":[84,215],"text,":[85],"ultimately":[86],"leading":[87],"incorrect":[89],"matching.":[90],"In":[91],"this":[92],"work,":[93],"Cross-modal":[95,157],"Progressive":[96],"Perspective":[97,141,149],"Matching":[98],"Network":[99,138],"(CPPMN)":[100],"is":[101],"proposed":[102],"for":[103,139,147,156],"image-text":[106],"by":[108,217],"establishing":[109],"progressive":[111,265],"matching":[113,267],"mechanism":[114,268],"semantic":[116,237,270],"alignment":[117,271],"further":[119],"improve":[120],"performance":[122,261],"model.":[126],"Specifically,":[127],"CPPMN":[129],"framework":[130],"consists":[131],"three":[133],"core":[134],"modules:":[135],"Compensation":[137],"Full":[140],"Modeling":[142,150],"(CN_FPM),":[143],"Graph":[145],"Transformation":[146],"Individual":[148],"(GT_IPM),":[151],"Cascaded":[154],"Transformer":[155,230],"Semantic":[158],"Alignment":[159],"(CT_CSA).":[160],"The":[161,242],"CN_FPM":[162],"module":[163,190,226],"utilizes":[164],"all":[165],"positive":[166],"samples":[168],"as":[169],"supervision":[170],"signals":[171],"guide":[173],"feature":[175,193],"extraction":[176],"training":[177],"process,":[178],"aiming":[179],"capture":[181],"full":[182],"from":[185],"Subsequently,":[187],"GT_IPM":[189],"transforms":[191],"implicit-perspective":[192],"representations":[194],"into":[195],"explicit-perspective":[196],"relationship":[198],"graphs.":[199],"This":[200],"transformation":[201],"enables":[202],"identification":[204],"specific":[206],"locations":[208],"within":[209],"image":[211],"sentence":[216],"analyzing":[218],"graph":[219],"density":[220],"connectivity.":[222],"Finally,":[223],"CT_CSA":[225],"comprises":[227],"cascaded":[229],"network":[231],"that":[232],"aligns":[233],"features":[234],"at":[235],"level":[238],"between":[239],"data":[241],"quantitative":[243],"qualitative":[245],"experiments":[246],"are":[247],"conducted":[248],"four":[250],"large-scale":[251],"datasets":[256],"demonstrate":[258],"significant":[260],"adopting":[263],"strategy.":[272]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}