{"id":"https://openalex.org/W4385224864","doi":"https://doi.org/10.3390/rs15143662","title":"MASA-SegNet: A Semantic Segmentation Network for PolSAR Images","display_name":"MASA-SegNet: A Semantic Segmentation Network for PolSAR Images","publication_year":2023,"publication_date":"2023-07-22","ids":{"openalex":"https://openalex.org/W4385224864","doi":"https://doi.org/10.3390/rs15143662"},"language":"en","primary_location":{"id":"doi:10.3390/rs15143662","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15143662","pdf_url":"https://www.mdpi.com/2072-4292/15/14/3662/pdf?version=1690019912","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/2072-4292/15/14/3662/pdf?version=1690019912","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100429004","display_name":"Jun Sun","orcid":"https://orcid.org/0000-0002-3545-1392"},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Sun","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084382061","display_name":"Shiqi Yang","orcid":"https://orcid.org/0000-0002-4141-7190"},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqi Yang","raw_affiliation_strings":["College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101569784","display_name":"Xuesong Gao","orcid":"https://orcid.org/0009-0002-5113-4458"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuesong Gao","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China","Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China","institution_ids":["https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072241759","display_name":"Dinghua Ou","orcid":"https://orcid.org/0000-0001-5956-1935"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dinghua Ou","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China","Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"Key Laboratory of Investigation and Monitoring, Protection and Utilization for Cultivated Land Resources, Ministry of Natural Resources, Chengdu 611130, China","institution_ids":["https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015036692","display_name":"Zhaonan Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaonan Tian","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000548661","display_name":"Jing Wu","orcid":"https://orcid.org/0000-0001-6372-3618"},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wu","raw_affiliation_strings":["College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China"],"raw_orcid":"https://orcid.org/0000-0001-6372-3618","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087437830","display_name":"Mantao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mantao Wang","raw_affiliation_strings":["College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China","institution_ids":["https://openalex.org/I37574244"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101569784"],"corresponding_institution_ids":["https://openalex.org/I211433327","https://openalex.org/I37574244"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":11.7582,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.9778875,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":"14","first_page":"3662","last_page":"3662"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9890000224113464,"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":0.837078869342804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7256379723548889},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7216085195541382},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5854175686836243},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.555535078048706},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4864523112773895},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.48504990339279175},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42953428626060486},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3737548589706421}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.837078869342804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7256379723548889},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7216085195541382},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5854175686836243},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.555535078048706},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4864523112773895},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.48504990339279175},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42953428626060486},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3737548589706421},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15143662","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15143662","pdf_url":"https://www.mdpi.com/2072-4292/15/14/3662/pdf?version=1690019912","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:6792bc94e681493fb1dcd264a186adcf","is_oa":true,"landing_page_url":"https://doaj.org/article/6792bc94e681493fb1dcd264a186adcf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 14, p 3662 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/14/3662/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15143662","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 14; Pages: 3662","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15143662","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15143662","pdf_url":"https://www.mdpi.com/2072-4292/15/14/3662/pdf?version=1690019912","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":[{"score":0.7400000095367432,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385224864.pdf"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W1973667959","https://openalex.org/W1984667420","https://openalex.org/W2010610937","https://openalex.org/W2027688982","https://openalex.org/W2079299474","https://openalex.org/W2104316689","https://openalex.org/W2130213634","https://openalex.org/W2137993841","https://openalex.org/W2154472715","https://openalex.org/W2412782625","https://openalex.org/W2531409750","https://openalex.org/W2791978536","https://openalex.org/W2891904611","https://openalex.org/W2895340641","https://openalex.org/W2923014074","https://openalex.org/W2930359273","https://openalex.org/W2939729114","https://openalex.org/W2949930576","https://openalex.org/W2955058313","https://openalex.org/W2963091558","https://openalex.org/W2963727650","https://openalex.org/W2963881378","https://openalex.org/W2969394474","https://openalex.org/W3004100704","https://openalex.org/W3033361357","https://openalex.org/W3043700715","https://openalex.org/W3105698493","https://openalex.org/W3135065966","https://openalex.org/W3138516171","https://openalex.org/W4206522033","https://openalex.org/W4221044012","https://openalex.org/W4224211678","https://openalex.org/W4226149953","https://openalex.org/W4281762445","https://openalex.org/W4285212662","https://openalex.org/W4312678820","https://openalex.org/W4317796315","https://openalex.org/W4322730577","https://openalex.org/W6687483927","https://openalex.org/W6739901393","https://openalex.org/W6796417832","https://openalex.org/W6807103956","https://openalex.org/W6839523444"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W2110523656","https://openalex.org/W1482209366","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1,20,28,76,111,190,199],"of":[2,33,41,58,64,71,89,92,112,158,166,178,194],"Polarimetric":[3],"SAR":[4],"(PolSAR)":[5],"images":[6,49],"is":[7,116,127,184,225],"an":[8,117],"important":[9],"research":[10],"topic":[11],"in":[12,47,73],"remote":[13],"sensing.":[14],"Many":[15],"deep":[16],"neural":[17,59],"network-based":[18],"semantic":[19,75,110,189,198],"methods":[21,82],"have":[22],"been":[23],"applied":[24],"to":[25,36,53,137,186,228],"PolSAR":[26,48,74,84,113,140],"image":[27,85],"tasks.":[29,77],"However,":[30],"a":[31,102,124],"lack":[32],"effective":[34],"means":[35],"deal":[37],"with":[38],"the":[39,55,69,90,122,156,164,170,174,181,188,230],"similarity":[40],"object":[42],"features":[43,141,219],"and":[44,95,129,149,220,224,240],"speckle":[45,153],"noise":[46,72,222],"exists.":[50],"Thisstudy":[51],"aims":[52],"improve":[54],"discriminative":[56],"capability":[57],"networks":[60],"for":[61,83,109,197],"various":[62],"intensities":[63],"backscattering":[65],"coefficients":[66],"while":[67,145],"reducing":[68],"effects":[70],"Firstly,":[78],"we":[79,100],"propose":[80,101],"pre-processing":[81],"data,":[86,114],"which":[87,115],"consist":[88],"fusion":[91],"multi-source":[93],"data":[94],"false":[96],"color":[97],"mapping.":[98],"Then,":[99],"Multi-axis":[103,133],"Sequence":[104,134],"Attention":[105,135],"Segmentation":[106],"Network":[107],"(MASA-SegNet)":[108],"encoder\u2013decoder":[118],"framework.":[119],"Specifically,":[120],"within":[121],"encoder,":[123],"feature":[125,204],"extractor":[126],"designed":[128],"implemented":[130],"by":[131],"stacking":[132],"blocks":[136],"efficiently":[138],"extract":[139,218],"at":[142],"multiple":[143],"scales":[144],"mitigating":[146],"inter-class":[147],"similarities":[148],"intra-class":[150],"differences":[151],"from":[152],"noise.":[154],"Moreover,":[155],"process":[157],"serialized":[159],"residual":[160],"connection":[161],"design":[162],"enables":[163],"propagation":[165],"spatial":[167,176,212],"information":[168],"throughout":[169],"network,":[171],"thereby":[172],"improving":[173],"overall":[175],"awareness":[177],"MASA-SegNet.":[179],"Within":[180],"decoder,":[182],"it":[183],"used":[185],"accomplish":[187],"task.":[191],"The":[192,206],"superiority":[193],"this":[195],"algorithm":[196],"will":[200],"be":[201],"explored":[202],"through":[203],"visualization.":[205],"experiments":[207],"show":[208],"that":[209],"our":[210],"proposed":[211],"sequence":[213],"attention":[214],"mechanism":[215],"can":[216],"effectively":[217],"reduce":[221],"interference":[223],"thus":[226],"able":[227],"obtain":[229],"best":[231],"results":[232],"on":[233],"two":[234],"large-scale":[235],"public":[236],"datasets":[237],"(the":[238],"AIR-POlSAR-Seg":[239],"FUSAR-Map":[241],"datasets).":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2023-07-25T00:00:00"}
