{"id":"https://openalex.org/W4206988707","doi":"https://doi.org/10.1109/lgrs.2022.3145499","title":"Semantic Segmentation for High-Resolution Remote-Sensing Images via Dynamic Graph Context Reasoning","display_name":"Semantic Segmentation for High-Resolution Remote-Sensing Images via Dynamic Graph Context Reasoning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4206988707","doi":"https://doi.org/10.1109/lgrs.2022.3145499"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2022.3145499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2022.3145499","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/A5036020328","display_name":"Yanzhou Su","orcid":"https://orcid.org/0000-0002-3377-469X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanzhou Su","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3377-469X","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039059630","display_name":"Jian Cheng","orcid":"https://orcid.org/0000-0001-6966-0531"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Cheng","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-6966-0531","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101642780","display_name":"Wen Wang","orcid":"https://orcid.org/0000-0002-3737-3201"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Wang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3737-3201","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072836062","display_name":"Haiwei Bai","orcid":"https://orcid.org/0000-0002-0895-4963"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiwei Bai","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-0895-4963","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018914021","display_name":"Haijun Liu","orcid":"https://orcid.org/0000-0001-5782-4543"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijun Liu","raw_affiliation_strings":["School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-5782-4543","affiliations":[{"raw_affiliation_string":"School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":1.9215,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.87291609,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9980999827384949,"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":0.9921000003814697,"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":0.6976413130760193},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6370532512664795},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.5941546559333801},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5550261735916138},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5428107380867004},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4514330327510834},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4509137272834778},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.38860103487968445},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1593608260154724}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6976413130760193},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6370532512664795},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.5941546559333801},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5550261735916138},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5428107380867004},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4514330327510834},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4509137272834778},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.38860103487968445},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1593608260154724},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2022.3145499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2022.3145499","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G1701467326","display_name":null,"funder_award_id":"U2133211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2099334408","display_name":null,"funder_award_id":"2020YFG0085","funder_id":"https://openalex.org/F4320333335","funder_display_name":"Sichuan Province Science and Technology Support Program"},{"id":"https://openalex.org/G3246514867","display_name":null,"funder_award_id":"62 001 063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6447748253","display_name":null,"funder_award_id":"2021YFG0328","funder_id":"https://openalex.org/F4320333335","funder_display_name":"Sichuan Province Science and Technology Support Program"},{"id":"https://openalex.org/G6510767096","display_name":null,"funder_award_id":"62071104","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/F4320333335","display_name":"Sichuan Province Science and Technology Support Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2037510851","https://openalex.org/W2194775991","https://openalex.org/W2963091558","https://openalex.org/W2963319519","https://openalex.org/W2979750740","https://openalex.org/W2995766874","https://openalex.org/W3007268491","https://openalex.org/W3017971322","https://openalex.org/W3176028257","https://openalex.org/W6637373629","https://openalex.org/W6726873649","https://openalex.org/W6763197473"],"related_works":["https://openalex.org/W2487162673","https://openalex.org/W2942366970","https://openalex.org/W2793211469","https://openalex.org/W2949152769","https://openalex.org/W4372354731","https://openalex.org/W2562400057","https://openalex.org/W1692008701","https://openalex.org/W2597588799","https://openalex.org/W4360593462","https://openalex.org/W2194570607"],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1,91],"for":[2,26,155],"high-resolution":[3],"remote-sensing":[4,15],"(HRRS)":[5],"images":[6,16],"is":[7,24,58],"one":[8],"of":[9,170],"the":[10,38,71,109,152,166],"most":[11],"challenging":[12],"tasks":[13],"in":[14,21,50,76,89,126],"understanding.":[17],"Capturing":[18],"long-range":[19,115],"dependencies":[20],"feature":[22],"representations":[23,88],"crucial":[25],"semantic":[27,90,105,147],"segmentation.":[28],"Recent":[29],"graph-based":[30,127],"global":[31,39],"reasoning":[32,97,125,128],"networks":[33],"(GloRe)":[34],"focus":[35],"on":[36,46,145,151],"modeling":[37],"contextual":[40,72,87,96,116],"relationship":[41,73],"between":[42,74,111],"latent":[43],"nodes":[44,75,112,143],"based":[45],"fully":[47,137],"connected":[48,138],"graph":[49,95],"interaction":[51],"space.":[52],"However,":[53],"such":[54],"a":[55],"dense":[56],"operation":[57],"susceptible":[59],"to":[60,83,113,120],"redundant":[61],"features.":[62],"Most":[63],"importantly,":[64],"it":[65],"treats":[66],"each":[67],"node":[68],"equally,":[69],"ignoring":[70],"graphs.":[77],"In":[78],"this":[79],"work,":[80],"we":[81,130],"propose":[82],"explore":[84],"more":[85],"effective":[86],"by":[92],"introducing":[93],"dynamic":[94],"module":[98,174],"overGloRe,":[99],"dubbed":[100],"DGCR.":[101],"It":[102],"incorporates":[103],"local":[104],"information":[106],"that":[107],"represents":[108],"relationships":[110],"perform":[114],"reasoning.":[117],"More":[118],"specifically,":[119],"provide":[121],"effectively":[122],"and":[123,157,162,168],"flexible":[124],"approaches,":[129],"construct$k$-nearest":[131],"neighbor":[132],"(KNN)":[133],"graphs":[134,139],"rather":[135],"than":[136],"using":[140],"only":[141],"the$k$closest":[142],"depends":[144],"pairwise":[146],"distance.":[148],"Extensive":[149],"experiments":[150],"International":[153],"Society":[154],"Photogrammetry":[156],"Remote":[158],"Sensing":[159],"(ISPRS)":[160],"Vaihingen":[161],"Potsdam":[163],"datasets":[164],"demonstrate":[165],"effectiveness":[167],"superiority":[169],"our":[171],"proposed":[172],"DGCR":[173],"over":[175],"other":[176],"state-of-the-art":[177],"methods.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
