{"id":"https://openalex.org/W4406948954","doi":"https://doi.org/10.1109/tgrs.2025.3531930","title":"SAM Enhanced Semantic Segmentation for Remote Sensing Imagery Without Additional Training","display_name":"SAM Enhanced Semantic Segmentation for Remote Sensing Imagery Without Additional Training","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406948954","doi":"https://doi.org/10.1109/tgrs.2025.3531930"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3531930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3531930","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5115596998","display_name":"Yang Qiao","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Qiao","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-2956-4756","affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056733015","display_name":"Bo Zhong","orcid":"https://orcid.org/0000-0002-3128-9914"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Zhong","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080802847","display_name":"Bailin Du","orcid":"https://orcid.org/0009-0000-6043-5282"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bailin Du","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-6043-5282","affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103121425","display_name":"He Cai","orcid":"https://orcid.org/0009-0002-9690-1139"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Cai","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0002-9690-1139","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110183591","display_name":"Jinxiong Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinxiong Jiang","raw_affiliation_strings":["Space Star Technology Company Ltd., Beijing, China","Space Star Technology Co. Ltd, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Space Star Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I194716290"]},{"raw_affiliation_string":"Space Star Technology Co. Ltd, Beijing, China","institution_ids":["https://openalex.org/I194716290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018009227","display_name":"Qinhuo Liu","orcid":"https://orcid.org/0000-0002-3713-9511"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinhuo Liu","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3713-9511","affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023363829","display_name":"Aixia Yang","orcid":"https://orcid.org/0000-0002-6159-7395"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aixia Yang","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112688816","display_name":"Junjun Wu","orcid":"https://orcid.org/0009-0007-6309-8008"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjun Wu","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-6309-8008","affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105285977","display_name":"Xiaoya Wang","orcid":"https://orcid.org/0009-0006-8688-7803"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoya Wang","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.9533,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.98741513,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9954000115394592,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9954000115394592,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9937000274658203,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.991100013256073,"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":0.7241052389144897},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6413164138793945},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.600005030632019},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5765836238861084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5515972971916199},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.544418215751648},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4451090693473816},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21432167291641235},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08052733540534973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7241052389144897},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6413164138793945},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.600005030632019},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5765836238861084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5515972971916199},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.544418215751648},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4451090693473816},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21432167291641235},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08052733540534973},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3531930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3531930","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2639864943","display_name":"\u6d77\u5357\u7701\u996e\u7528\u6c34\u6e90\u5730\u751f\u6001\u73af\u5883\u53ef\u6301\u7eed\u53d1\u5c55\u9065\u611f\u76d1\u6d4b\u4e0e\u8bc4\u4f30","funder_award_id":"422QN350","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"},{"id":"https://openalex.org/G2823651137","display_name":null,"funder_award_id":"2022YFF1300200","funder_id":"https://openalex.org/F4320327808","funder_display_name":"Yunnan Key Research and Development Program"},{"id":"https://openalex.org/G4318510297","display_name":null,"funder_award_id":"2021YFE0117400","funder_id":"https://openalex.org/F4320327808","funder_display_name":"Yunnan Key Research and Development Program"}],"funders":[{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327808","display_name":"Yunnan Key Research and Development Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2082081125","https://openalex.org/W2630837129","https://openalex.org/W2751694392","https://openalex.org/W2943781490","https://openalex.org/W2962891704","https://openalex.org/W2963840672","https://openalex.org/W2997806675","https://openalex.org/W3008439211","https://openalex.org/W3034930876","https://openalex.org/W3047753558","https://openalex.org/W3104341624","https://openalex.org/W3108450508","https://openalex.org/W3110908156","https://openalex.org/W3161825146","https://openalex.org/W3183174367","https://openalex.org/W3200075728","https://openalex.org/W3204981151","https://openalex.org/W3206476077","https://openalex.org/W4210473452","https://openalex.org/W4214893857","https://openalex.org/W4283450732","https://openalex.org/W4313052647","https://openalex.org/W4366850753","https://openalex.org/W4376166938","https://openalex.org/W4376312014","https://openalex.org/W4376653674","https://openalex.org/W4379387544","https://openalex.org/W4382322597","https://openalex.org/W4383994387","https://openalex.org/W4386361207","https://openalex.org/W4387402974","https://openalex.org/W4388129777","https://openalex.org/W4388624446","https://openalex.org/W4389104786","https://openalex.org/W4390874575","https://openalex.org/W4391021462","https://openalex.org/W4394597311","https://openalex.org/W4394758452","https://openalex.org/W4401567734","https://openalex.org/W6739696289","https://openalex.org/W6790978476","https://openalex.org/W6791353385","https://openalex.org/W6797399245","https://openalex.org/W6798387234","https://openalex.org/W6799579066","https://openalex.org/W6851543690","https://openalex.org/W6851765846","https://openalex.org/W6852005608","https://openalex.org/W6852257008","https://openalex.org/W6852404164","https://openalex.org/W6852880106","https://openalex.org/W6852909635","https://openalex.org/W6853219587","https://openalex.org/W6853628691","https://openalex.org/W6854362512","https://openalex.org/W6858907820"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2233261550","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W3216976533","https://openalex.org/W100620283","https://openalex.org/W2495260952","https://openalex.org/W4366179611","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1,42,51,76,85,113,137,191,208],"is":[2,102],"a":[3,23,69,100],"critical":[4],"process":[5],"in":[6,36],"remote":[7,54,83,116,210],"sensing":[8,55,84,117,211],"image":[9],"analysis,":[10],"supporting":[11],"various":[12],"applications.":[13],"The":[14,215],"recent":[15,179],"development":[16],"of":[17,33,82,111,173,199,206],"the":[18,31,79,88,95,108,121,135,142,168,197,204],"segment":[19],"anything":[20],"model":[21,26],"(SAM),":[22],"visual":[24,143,180],"foundation":[25,144,181],"designed":[27,103],"to":[28,106,134,141,202],"segment-anything,":[29],"highlights":[30],"potential":[32,198],"foundational":[34],"models":[35,52,114,195],"computer":[37],"vision.":[38],"However,":[39],"SAM":[40,73,91],"generates":[41],"results":[43,110,157],"without":[44],"category":[45],"labels,":[46],"and":[47,60,104,149,164,170,186],"predictions":[48],"from":[49],"semantic":[50,75,97,112,136,187,207],"for":[53,115,209,218],"often":[56],"exhibit":[57],"excessive":[58],"fragmentation":[59],"imprecise":[61,80],"boundaries.":[62],"To":[63],"address":[64],"these":[65,194],"limitations,":[66],"we":[67],"propose":[68],"strategy":[70],"that":[71],"integrates":[72],"with":[74,87,152],"models,":[77,182],"replacing":[78],"boundaries":[81],"masks":[86,92],"more":[89],"boundary-accurate":[90],"while":[93],"retaining":[94],"original":[96],"information.":[98],"Subsequently,":[99],"framework":[101,201],"realized":[105],"enhance":[107,203],"prediction":[109],"imagery":[118,212],"by":[119,125],"leveraging":[120],"raw":[122],"outputs":[123],"generated":[124],"SAM.":[126],"This":[127],"approach":[128],"requires":[129],"no":[130],"additional":[131],"training,":[132],"modification":[133],"model,":[138,145],"or":[139],"changes":[140],"making":[146],"it":[147],"efficient":[148],"straightforward":[150],"compared":[151],"other":[153],"methods.":[154],"Specifically,":[155],"experimental":[156],"on":[158],"two":[159],"well-known":[160],"datasets,":[161],"LoveDA":[162],"Urban":[163],"ISPRS":[165],"Potsdam,":[166],"demonstrate":[167],"effectiveness":[169],"broad":[171],"applicability":[172],"our":[174,200],"approach.":[175],"In":[176],"addition,":[177],"incorporating":[178],"such":[183],"as":[184],"SAM-HQ":[185],"SAM,":[188],"further":[189],"improves":[190],"accuracy.":[192],"As":[193],"advance,":[196],"performance":[205],"will":[213,221],"grow.":[214],"source":[216],"code":[217],"this":[219],"work":[220],"be":[222],"accessible":[223],"at":[224],"<uri":[225],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[226],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/qycools/SESSRS</uri>.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":9}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}
