{"id":"https://openalex.org/W3198626681","doi":"https://doi.org/10.1109/lgrs.2021.3105448","title":"Attention-Driven Graph Convolution Network for Remote Sensing Image Retrieval","display_name":"Attention-Driven Graph Convolution Network for Remote Sensing Image Retrieval","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3198626681","doi":"https://doi.org/10.1109/lgrs.2021.3105448","mag":"3198626681"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2021.3105448","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3105448","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5002045088","display_name":"Ushasi Chaudhuri","orcid":"https://orcid.org/0000-0003-2970-9227"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ushasi Chaudhuri","raw_affiliation_strings":["Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","[Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai 400076, India (e-mail: ushasi2cool@gmail.com)]"],"affiliations":[{"raw_affiliation_string":"Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]},{"raw_affiliation_string":"[Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai 400076, India (e-mail: ushasi2cool@gmail.com)]","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020786167","display_name":"Biplab Banerjee","orcid":"https://orcid.org/0000-0001-8371-8138"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Biplab Banerjee","raw_affiliation_strings":["Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai 400076, India"],"affiliations":[{"raw_affiliation_string":"Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]},{"raw_affiliation_string":"Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai 400076, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057547054","display_name":"Avik Bhattacharya","orcid":"https://orcid.org/0000-0001-6720-6108"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avik Bhattacharya","raw_affiliation_strings":["Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai 400076, India"],"affiliations":[{"raw_affiliation_string":"Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]},{"raw_affiliation_string":"Centre of Studies in Resources Engineering (CSRE), IIT Bombay, Mumbai 400076, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032370631","display_name":"Mihai Datcu","orcid":"https://orcid.org/0000-0002-3477-9687"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mihai Datcu","raw_affiliation_strings":["German Aerospace Center (DLR), Oberpfaffenhofen, Germany","German Aerospace Center DLR, 82234 Oberpfaffenhofen, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), Oberpfaffenhofen, Germany","institution_ids":["https://openalex.org/I2898391981"]},{"raw_affiliation_string":"German Aerospace Center DLR, 82234 Oberpfaffenhofen, Germany","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002045088"],"corresponding_institution_ids":["https://openalex.org/I162827531"],"apc_list":null,"apc_paid":null,"fwci":1.2595,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.82087399,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"5"},"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":0.9994999766349792,"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":0.9994999766349792,"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":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9962999820709229,"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":0.7836332321166992},{"id":"https://openalex.org/keywords/adjacency-matrix","display_name":"Adjacency matrix","score":0.7039967775344849},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6009631752967834},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5771635174751282},{"id":"https://openalex.org/keywords/adjacency-list","display_name":"Adjacency list","score":0.5707837343215942},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5706794857978821},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5581661462783813},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5190966129302979},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4675444960594177},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43949219584465027},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4331430196762085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43165695667266846},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3656455874443054},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35681626200675964},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2961546778678894},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1585867702960968},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12190762162208557}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7836332321166992},{"id":"https://openalex.org/C180356752","wikidata":"https://www.wikidata.org/wiki/Q727035","display_name":"Adjacency matrix","level":3,"score":0.7039967775344849},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6009631752967834},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5771635174751282},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.5707837343215942},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5706794857978821},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5581661462783813},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5190966129302979},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4675444960594177},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43949219584465027},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4331430196762085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43165695667266846},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3656455874443054},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35681626200675964},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2961546778678894},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1585867702960968},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12190762162208557},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lgrs.2021.3105448","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2021.3105448","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"},{"id":"pmh:oai:elib.dlr.de:144951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/LGRS.2021.3105448>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1980038761","https://openalex.org/W2097117768","https://openalex.org/W2412253299","https://openalex.org/W2565516711","https://openalex.org/W2594083602","https://openalex.org/W2626107033","https://openalex.org/W2942105743","https://openalex.org/W2946373483","https://openalex.org/W2963256013","https://openalex.org/W2964015378","https://openalex.org/W6637373629","https://openalex.org/W6726873649","https://openalex.org/W6748856961"],"related_works":["https://openalex.org/W4213150077","https://openalex.org/W2369410163","https://openalex.org/W2982430984","https://openalex.org/W2059018062","https://openalex.org/W1991172810","https://openalex.org/W125803343","https://openalex.org/W2564285047","https://openalex.org/W4280593160","https://openalex.org/W2604585036","https://openalex.org/W2117632582"],"abstract_inverted_index":{"Graph":[0],"convolution":[1],"networks":[2],"(GCNs)":[3],"are":[4,32],"useful":[5],"in":[6,19,40,61,170],"remote":[7],"sensing":[8],"(RS)":[9],"image":[10,77,131,155],"retrieval.":[11],"It":[12],"is":[13,73,79],"found":[14],"to":[15,53,56,97,103,112,128,137,174],"be":[16],"effective":[17],"because,":[18],"a":[20,67,83,144,167],"graph":[21],"representation,":[22],"the":[23,46,54,58,92,100,105,138,149,158,162,171,175,178],"relative":[24],"geometrical":[25],"interactions":[26,106],"between":[27],"different":[28],"regions":[29,109,141],"(or":[30],"segments)":[31],"appropriately":[33],"captured,":[34],"along":[35],"with":[36,125],"their":[37,41],"region-wise":[38],"features":[39,60],"region":[42],"adjacency":[43],"graphs.":[44],"Also,":[45],"attention":[47,122,127],"mechanism":[48,123],"has":[49],"often":[50],"been":[51],"applied":[52],"nodes":[55],"highlight":[57,104,129,143],"essential":[59,130],"each":[62,76],"node.":[63,85,146],"In":[64],"this":[65,89,119],"regard,":[66],"significant":[68],"amount":[69],"of":[70,177],"high-frequency":[71],"information":[72],"missed":[74],"since":[75],"segment":[78],"effectively":[80],"summarized":[81],"within":[82],"single":[84],"To":[86],"account":[87],"for":[88,154],"and":[90,161],"increase":[91],"learning":[93,114],"capacity,":[94],"we":[95],"propose":[96],"attend":[98],"over":[99],"edge/adjacency":[101],"matrix":[102],"among":[107],"meaningful":[108,139],"that":[110,142],"contribute":[111],"supervised":[113],"from":[115],"images.":[116],"We":[117,147,165],"exploit":[118],"novel":[120],"edge":[121],"together":[124],"node":[126],"context":[132],"by":[133],"allowing":[134],"more":[135],"importance":[136],"neighboring":[140],"relevant":[145],"implement":[148],"proposed":[150],"context-attended":[151],"GCN":[152],"framework":[153],"retrieval":[156],"on":[157],"benchmarked":[159],"UC-Merced":[160],"PatternNet":[163],"datasets.":[164],"observe":[166],"notable":[168],"improvement":[169],"results":[172],"compared":[173],"state":[176],"art.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
