{"id":"https://openalex.org/W4407467066","doi":"https://doi.org/10.1109/iccvit63928.2024.10872507","title":"SPM-MIM: A super-pixel based masked image modeling method for multitemporal remote sensing land cover classification","display_name":"SPM-MIM: A super-pixel based masked image modeling method for multitemporal remote sensing land cover classification","publication_year":2024,"publication_date":"2024-11-24","ids":{"openalex":"https://openalex.org/W4407467066","doi":"https://doi.org/10.1109/iccvit63928.2024.10872507"},"language":"en","primary_location":{"id":"doi:10.1109/iccvit63928.2024.10872507","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvit63928.2024.10872507","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Computer, Vision and Intelligent Technology (ICCVIT)","raw_type":"proceedings-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/A5112544783","display_name":"Yujie Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yujie Qiu","raw_affiliation_strings":["Kunming University of Science and Technology,School of Information Engineering and Automation,Kunming,China"],"affiliations":[{"raw_affiliation_string":"Kunming University of Science and Technology,School of Information Engineering and Automation,Kunming,China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022833808","display_name":"Pengcheng Jin","orcid":"https://orcid.org/0009-0002-7989-2090"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengcheng Jin","raw_affiliation_strings":["Kunming University of Science and Technology,School of Information Engineering and Automation,Kunming,China"],"affiliations":[{"raw_affiliation_string":"Kunming University of Science and Technology,School of Information Engineering and Automation,Kunming,China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037701425","display_name":"Guoming Gao","orcid":"https://orcid.org/0000-0002-8223-9757"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoming Gao","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039540933","display_name":"Qingwang Wang","orcid":"https://orcid.org/0000-0001-5820-5357"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingwang Wang","raw_affiliation_strings":["Kunming University of Science and Technology,School of Information Engineering and Automation,Kunming,China"],"affiliations":[{"raw_affiliation_string":"Kunming University of Science and Technology,School of Information Engineering and Automation,Kunming,China","institution_ids":["https://openalex.org/I10660446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112544783"],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20058239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9361000061035156,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9174000024795532,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/land-cover","display_name":"Land cover","score":0.7356609106063843},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7084787487983704},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.6815322041511536},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.636475145816803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5946811437606812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3422335386276245},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.24789977073669434},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.18120896816253662},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07096308469772339}],"concepts":[{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.7356609106063843},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7084787487983704},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.6815322041511536},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.636475145816803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5946811437606812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3422335386276245},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.24789977073669434},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.18120896816253662},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07096308469772339},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccvit63928.2024.10872507","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvit63928.2024.10872507","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 2nd International Conference on Computer, Vision and Intelligent Technology (ICCVIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.6899999976158142,"display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2118246710","https://openalex.org/W2121808441","https://openalex.org/W3151168706","https://openalex.org/W3154502923","https://openalex.org/W3211490618","https://openalex.org/W4285127355","https://openalex.org/W4288391486","https://openalex.org/W4292058731","https://openalex.org/W4313156423","https://openalex.org/W4377079808","https://openalex.org/W4385546004","https://openalex.org/W4386223445"],"related_works":["https://openalex.org/W4232403550","https://openalex.org/W623607250","https://openalex.org/W4245429118","https://openalex.org/W4205110281","https://openalex.org/W4212927854","https://openalex.org/W4211151614","https://openalex.org/W4244798043","https://openalex.org/W3135697610","https://openalex.org/W2088899772","https://openalex.org/W1537861260"],"abstract_inverted_index":{"In":[0,72],"this":[1],"paper,":[2],"we":[3,84],"propose":[4,85],"a":[5,86],"super-pixel":[6],"based":[7,35],"multitemporal":[8,15],"masked":[9,26],"image":[10,27],"modeling":[11,28],"(SPM-MIM)":[12],"method":[13,146],"for":[14],"remote":[16,44,57,129],"sensing":[17,45,58,130],"land":[18,81,149],"cover":[19,82,150],"classification.":[20],"Compared":[21],"with":[22,67,94,111],"the":[23,40,53,62],"previous":[24],"self-supervised":[25],"methods,":[29],"SPM-MIM":[30,145],"masks":[31],"and":[32,109,136],"reconstructs":[33],"images":[34,131],"on":[36,128],"super-pixels,":[37],"effectively":[38],"avoiding":[39],"problem":[41],"that":[42,61,142],"tiny":[43],"scenes":[46],"are":[47],"completely":[48],"covered,":[49],"while":[50],"better":[51,75],"retaining":[52],"structural":[54],"information":[55,78,88,104,121],"of":[56,132],"scenes,":[59,108],"so":[60],"model":[63],"can":[64],"be":[65],"trained":[66],"stronger":[68],"feature":[69],"extraction":[70],"capabilities.":[71],"order":[73],"to":[74,79,101,118],"combine":[76],"multi-temporal":[77,96,113],"achieve":[80],"classification,":[83],"cross-temporal":[87],"complementary":[89],"module":[90],"(CTICM).":[91],"CTICM":[92],"interacts":[93,110],"shallow":[95],"features":[97,114],"in":[98,106,115,123],"spatial":[99],"dimension":[100,117],"promote":[102,119],"cross-phase":[103,120],"complementarity":[105,122],"local":[107],"deep":[112],"channel":[116],"global":[124],"scenes.":[125],"Experimental":[126],"results":[127],"Gaofen-1":[133],"Harbin":[134],"area":[135,140],"Gaofen2":[137],"Dalian":[138],"Lushun":[139],"show":[141],"our":[143],"proposed":[144],"has":[147],"excellent":[148],"classification":[151],"capability.":[152]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
