{"id":"https://openalex.org/W4367624005","doi":"https://doi.org/10.3390/rs15092357","title":"Meta-Knowledge Guided Weakly Supervised Instance Segmentation for Optical and SAR Image Interpretation","display_name":"Meta-Knowledge Guided Weakly Supervised Instance Segmentation for Optical and SAR Image Interpretation","publication_year":2023,"publication_date":"2023-04-29","ids":{"openalex":"https://openalex.org/W4367624005","doi":"https://doi.org/10.3390/rs15092357"},"language":"en","primary_location":{"id":"doi:10.3390/rs15092357","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092357","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2357/pdf?version=1682759564","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/2072-4292/15/9/2357/pdf?version=1682759564","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100652421","display_name":"Man Chen","orcid":"https://orcid.org/0009-0006-4599-7328"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]},{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Chen","raw_affiliation_strings":["College of Command and Control Engineering, Army Engineering University of PLA, Nanjing 210007, China","School of Electrical and Information Engineering, Changsha University of Science and Technology, Changsha 410114, China"],"affiliations":[{"raw_affiliation_string":"College of Command and Control Engineering, Army Engineering University of PLA, Nanjing 210007, China","institution_ids":["https://openalex.org/I4210163363"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Changsha University of Science and Technology, Changsha 410114, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446997","display_name":"Yao Zhang","orcid":"https://orcid.org/0000-0002-8759-4811"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zhang","raw_affiliation_strings":["College of Command and Control Engineering, Army Engineering University of PLA, Nanjing 210007, China"],"affiliations":[{"raw_affiliation_string":"College of Command and Control Engineering, Army Engineering University of PLA, Nanjing 210007, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071027829","display_name":"Enping Chen","orcid":"https://orcid.org/0009-0001-0650-9276"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enping Chen","raw_affiliation_strings":["School of Electrical and Information Engineering, Changsha University of Science and Technology, Changsha 410114, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Changsha University of Science and Technology, Changsha 410114, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102734740","display_name":"Yahao Hu","orcid":"https://orcid.org/0000-0003-0396-1731"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yahao Hu","raw_affiliation_strings":["College of Command and Control Engineering, Army Engineering University of PLA, Nanjing 210007, China"],"affiliations":[{"raw_affiliation_string":"College of Command and Control Engineering, Army Engineering University of PLA, Nanjing 210007, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036964889","display_name":"Yifei Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Xie","raw_affiliation_strings":["College of Command and Control Engineering, Army Engineering University of PLA, Nanjing 210007, China"],"affiliations":[{"raw_affiliation_string":"College of Command and Control Engineering, Army Engineering University of PLA, Nanjing 210007, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037669752","display_name":"Zhisong Pan","orcid":"https://orcid.org/0000-0001-8615-7313"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhisong Pan","raw_affiliation_strings":["College of Command and Control Engineering, Army Engineering University of PLA, Nanjing 210007, China"],"affiliations":[{"raw_affiliation_string":"College of Command and Control Engineering, Army Engineering University of PLA, Nanjing 210007, China","institution_ids":["https://openalex.org/I4210163363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5037669752"],"corresponding_institution_ids":["https://openalex.org/I4210163363"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6129,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68183565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"15","issue":"9","first_page":"2357","last_page":"2357"},"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":0.998199999332428,"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":0.998199999332428,"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/T10036","display_name":"Advanced Neural Network 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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.8177096843719482},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.692046582698822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6522197723388672},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.611373782157898},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.5481850504875183},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5378953218460083},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.432290643453598},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4290744662284851},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.418995201587677},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3461433947086334},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33277589082717896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8177096843719482},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.692046582698822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6522197723388672},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.611373782157898},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.5481850504875183},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5378953218460083},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.432290643453598},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4290744662284851},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.418995201587677},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3461433947086334},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33277589082717896},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15092357","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092357","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2357/pdf?version=1682759564","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:9f3c40c912b04314ad23f9de7c491ce5","is_oa":true,"landing_page_url":"https://doaj.org/article/9f3c40c912b04314ad23f9de7c491ce5","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 9, p 2357 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/9/2357/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15092357","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; Volume 15; Issue 9; Pages: 2357","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15092357","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092357","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2357/pdf?version=1682759564","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":[{"display_name":"Life below water","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367624005.pdf","grobid_xml":"https://content.openalex.org/works/W4367624005.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W611457968","https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W1903029394","https://openalex.org/W2088049833","https://openalex.org/W2168804568","https://openalex.org/W2194775991","https://openalex.org/W2512351403","https://openalex.org/W2565639579","https://openalex.org/W2604763608","https://openalex.org/W2806070179","https://openalex.org/W2884561390","https://openalex.org/W2945402980","https://openalex.org/W2955278847","https://openalex.org/W2962867364","https://openalex.org/W2962914239","https://openalex.org/W2963311325","https://openalex.org/W2963314874","https://openalex.org/W2963849369","https://openalex.org/W2963857746","https://openalex.org/W2964241181","https://openalex.org/W2970856480","https://openalex.org/W2982770724","https://openalex.org/W2983061571","https://openalex.org/W2983342848","https://openalex.org/W2993182889","https://openalex.org/W3011481750","https://openalex.org/W3034752215","https://openalex.org/W3034826836","https://openalex.org/W3090206042","https://openalex.org/W3092053846","https://openalex.org/W3106546328","https://openalex.org/W3109073404","https://openalex.org/W3113410735","https://openalex.org/W3129160733","https://openalex.org/W3154934604","https://openalex.org/W3163842339","https://openalex.org/W3169200952","https://openalex.org/W3169512507","https://openalex.org/W3180169285","https://openalex.org/W3180954604","https://openalex.org/W3183708793","https://openalex.org/W3184737818","https://openalex.org/W3185951933","https://openalex.org/W3194560267","https://openalex.org/W3195354427","https://openalex.org/W3203318343","https://openalex.org/W3207649199","https://openalex.org/W3209282909","https://openalex.org/W3209926580","https://openalex.org/W3213288046","https://openalex.org/W4206554021","https://openalex.org/W4206952097","https://openalex.org/W4210422017","https://openalex.org/W4213307323","https://openalex.org/W4220815323","https://openalex.org/W4220994399","https://openalex.org/W4224311723","https://openalex.org/W4225268843","https://openalex.org/W4226083768","https://openalex.org/W4285060610","https://openalex.org/W4288718220","https://openalex.org/W4289203581","https://openalex.org/W4293695848","https://openalex.org/W4294691154","https://openalex.org/W4304187261","https://openalex.org/W4308970191","https://openalex.org/W6776331362","https://openalex.org/W6783611774","https://openalex.org/W6784930956","https://openalex.org/W6796451364","https://openalex.org/W6806560283","https://openalex.org/W6839579435","https://openalex.org/W6842738358"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2356597680","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2114846443","https://openalex.org/W2392921965","https://openalex.org/W2093471820","https://openalex.org/W3102147106","https://openalex.org/W4301042974"],"abstract_inverted_index":{"The":[0,169,210,247],"interpretation":[1],"of":[2,29,43,45,64,99,122,196,207,234,242,253],"optical":[3,30,65,223,276],"and":[4,24,31,40,50,66,113,126,155,224,227,250,264,270,277],"synthetic":[5],"aperture":[6],"radar":[7],"(SAR)":[8],"images":[9,68,226],"in":[10,53,103],"remote":[11],"sensing":[12],"is":[13,47,139],"general":[14],"for":[15,61,222,268,275],"many":[16],"tasks,":[17],"such":[18],"as":[19],"environmental":[20],"monitoring,":[21],"marine":[22],"management,":[23],"resource":[25],"planning.":[26],"Instance":[27],"segmentation":[28,63,80,136,232,273],"SAR":[32,67,225,278],"images,":[33],"which":[34,180],"can":[35,150,181,217,261],"simultaneously":[36],"provide":[37,262],"instance-level":[38],"localization":[39],"pixel-level":[41,72],"classification":[42],"objects":[44],"interest,":[46],"a":[48,76,131,173],"crucial":[49],"challenging":[51],"task":[52,102],"image":[54],"interpretation.":[55],"Considering":[56],"that":[57,214],"most":[58],"current":[59],"methods":[60,274],"instance":[62,79,135,220,231,272],"rely":[69],"on":[70],"expensive":[71],"annotation,":[73],"we":[74,94],"develop":[75],"weakly":[77,133,145],"supervised":[78,134,146,237],"(WSIS)":[81],"method":[82,238],"to":[83,124,128,158,186],"balance":[84],"the":[85,90,96,100,144,166,184,193,197,205,215,229,235,243],"visual":[86,119],"processing":[87,251],"requirements":[88],"with":[89,239],"annotation":[91,244],"cost.":[92],"First,":[93],"decompose":[95],"prior":[97],"knowledge":[98,115,154,157],"mask-aware":[101],"WSIS":[104],"into":[105],"three":[106],"meta-knowledge":[107],"components:":[108],"fundamental":[109,153],"knowledge,":[110,112],"apparent":[111,156],"detailed":[114,188,208],"inspired":[116],"by":[117],"human":[118],"perception":[120],"habits":[121],"\u201cwhole":[123],"part\u201d":[125],"\u201ccoarse":[127],"detailed.\u201d":[129],"Then,":[130],"meta-knowledge-guided":[132],"network":[137,170,185,255],"(MGWI-Net)":[138],"proposed.":[140],"In":[141],"this":[142],"network,":[143],"mask":[147,160,174],"(WSM)":[148],"head":[149],"instantiate":[151],"both":[152],"perform":[159],"awareness":[161,176],"without":[162],"any":[163],"annotations":[164],"at":[165],"pixel":[167],"level.":[168],"also":[171,257],"includes":[172],"information":[175,189],"assist":[177],"(MIAA)":[178],"head,":[179],"implicitly":[182],"guide":[183],"learn":[187],"about":[190,240],"edges":[191],"through":[192],"boundary-sensitive":[194],"feature":[195],"fully":[198,236],"connected":[199],"conditional":[200],"random":[201],"field":[202],"(CRF),":[203],"facilitating":[204],"instantiation":[206],"knowledge.":[209],"experimental":[211],"results":[212,233],"show":[213],"MGWI-Net":[216],"efficiently":[218],"generate":[219],"masks":[221],"achieve":[228],"approximate":[230],"one-eighth":[241],"production":[245],"time.":[246],"model":[248],"parameters":[249],"speed":[252],"our":[254],"are":[256],"competitive.":[258],"This":[259],"study":[260],"inexpensive":[263],"convenient":[265],"technical":[266],"support":[267],"applying":[269],"promoting":[271],"images.":[279]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-02-28T09:26:25.869077","created_date":"2025-10-10T00:00:00"}