{"id":"https://openalex.org/W4403791985","doi":"https://doi.org/10.1145/3664647.3680979","title":"Linearly-evolved Transformer for Pan-sharpening","display_name":"Linearly-evolved Transformer for Pan-sharpening","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W4403791985","doi":"https://doi.org/10.1145/3664647.3680979"},"language":"en","primary_location":{"id":"doi:10.1145/3664647.3680979","doi":"https://doi.org/10.1145/3664647.3680979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3680979","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"ACM International Conference on Multimedia (ACM MM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2404.12804","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100725527","display_name":"Junming Hou","orcid":"https://orcid.org/0000-0002-5860-5665","observed_orcids":["https://orcid.org/0000-0002-5860-5665"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junming Hou","raw_affiliation_strings":["Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5860-5665","affiliations":[{"raw_affiliation_string":"Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065512683","display_name":"Zihan Cao","orcid":"https://orcid.org/0000-0002-7532-2122","observed_orcids":["https://orcid.org/0000-0002-7532-2122"]},"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":"Zihan Cao","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-7532-2122","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090160917","display_name":"Naishan Zheng","orcid":"https://orcid.org/0000-0002-7451-8780","observed_orcids":["https://orcid.org/0000-0002-7451-8780"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naishan Zheng","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-7451-8780","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108104518","display_name":"Xuan Li","orcid":"https://orcid.org/0009-0003-0815-3845","observed_orcids":["https://orcid.org/0009-0003-0815-3845"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Li","raw_affiliation_strings":["Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0003-0815-3845","affiliations":[{"raw_affiliation_string":"Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaoyu Chen","orcid":"https://orcid.org/0009-0009-5640-8076","observed_orcids":["https://orcid.org/0009-0009-5640-8076"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Chen","raw_affiliation_strings":["Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0009-5640-8076","affiliations":[{"raw_affiliation_string":"Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625905","display_name":"Xinyang Liu","orcid":"https://orcid.org/0009-0005-0199-3707","observed_orcids":["https://orcid.org/0009-0005-0199-3707","https://orcid.org/0000-0002-2474-7622"]},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xinyang Liu","raw_affiliation_strings":["Hong Kong Polytechnic University, Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0009-0005-0199-3707","affiliations":[{"raw_affiliation_string":"Hong Kong Polytechnic University, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688534","display_name":"Xiaofeng Cong","orcid":"https://orcid.org/0000-0001-8850-3507","observed_orcids":["https://orcid.org/0000-0001-8850-3507"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Cong","raw_affiliation_strings":["Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-8850-3507","affiliations":[{"raw_affiliation_string":"Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075013625","display_name":"Danfeng Hong","orcid":"https://orcid.org/0000-0002-3212-9584","observed_orcids":["https://orcid.org/0000-0002-3212-9584"]},"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":"Danfeng Hong","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3212-9584","affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101823681","display_name":"Man Zhou","orcid":"https://orcid.org/0000-0003-2872-605X","observed_orcids":["https://orcid.org/0000-0003-2872-605X"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Zhou","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-2872-605X","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.5726,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.98863636,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1486","last_page":"1494"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9965999722480774,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9965999722480774,"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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.0008999999845400453,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.00019999999494757503,"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/pansharpening","display_name":"pansharpening","score":0.972000002861023},{"id":"https://openalex.org/keywords/vision-transformer","display_name":"vision transformer","score":0.7799999713897705},{"id":"https://openalex.org/keywords/cascaded-transformers","display_name":"cascaded transformers","score":0.5789999961853027},{"id":"https://openalex.org/keywords/linear-convolution","display_name":"linear convolution","score":0.6779999732971191},{"id":"https://openalex.org/keywords/lightweight-models","display_name":"lightweight models","score":0.5529999732971191},{"id":"https://openalex.org/keywords/hyperspectral-image-fusion","display_name":"hyperspectral image fusion","score":0.8600000143051147},{"id":"https://openalex.org/keywords/self-attention","display_name":"self-attention","score":0.6499999761581421},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.8289999961853027}],"concepts":[{"id":"https://openalex.org/C2781137444","wikidata":"https://www.wikidata.org/wiki/Q237105","display_name":"Sharpening","level":2,"score":0.9007867574691772},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6398907899856567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5198251008987427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27440664172172546},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.22163519263267517},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15753591060638428},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09170287847518921}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3664647.3680979","doi":"https://doi.org/10.1145/3664647.3680979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3680979","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"ACM International Conference on Multimedia (ACM MM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2404.12804","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.12804","pdf_url":"https://arxiv.org/pdf/2404.12804","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2404.12804","doi":"https://doi.org/10.48550/arxiv.2404.12804","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2404.12804","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2404.12804","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.12804","pdf_url":"https://arxiv.org/pdf/2404.12804","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403791985.pdf","grobid_xml":"https://content.openalex.org/works/W4403791985.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1247035941","https://openalex.org/W2001800591","https://openalex.org/W2163677711","https://openalex.org/W2462592242","https://openalex.org/W2616590213","https://openalex.org/W2766278341","https://openalex.org/W2777033955","https://openalex.org/W2792142731","https://openalex.org/W2806865914","https://openalex.org/W2935896423","https://openalex.org/W2945202593","https://openalex.org/W2948437909","https://openalex.org/W2963007295","https://openalex.org/W2963183385","https://openalex.org/W2964121744","https://openalex.org/W2964275574","https://openalex.org/W3045851210","https://openalex.org/W3083606623","https://openalex.org/W3096904276","https://openalex.org/W3123221884","https://openalex.org/W3123544374","https://openalex.org/W3165892790","https://openalex.org/W3201062030","https://openalex.org/W3203670180","https://openalex.org/W3211407074","https://openalex.org/W4226469049","https://openalex.org/W4283815286","https://openalex.org/W4288064619","https://openalex.org/W4288391574","https://openalex.org/W4302275239","https://openalex.org/W4306292690","https://openalex.org/W4311554934","https://openalex.org/W4313071068","https://openalex.org/W4318953520","https://openalex.org/W4322706739","https://openalex.org/W4328104974","https://openalex.org/W4385834510","https://openalex.org/W4389428691","https://openalex.org/W7133215953"],"related_works":["https://openalex.org/W4226068212","https://openalex.org/W4225982893","https://openalex.org/W4206377169","https://openalex.org/W7129044989","https://openalex.org/W4410788728","https://openalex.org/W4405844954","https://openalex.org/W4210798363","https://openalex.org/W4387164672","https://openalex.org/W4289950756","https://openalex.org/W4409366550"],"abstract_inverted_index":{"Vision":[0],"transformer":[1,36,80,99,110],"family":[2],"has":[3,171],"dominated":[4],"the":[5,11,18,35,43,51,96,106,113,120,133,142,167,175],"satellite":[6,149],"pan-sharpening":[7,29,89],"field":[8],"driven":[9],"by":[10],"global-wise":[12],"spatial":[13],"information":[14],"modeling":[15,24,100,135,189],"mechanism":[16],"from":[17],"core":[19],"self-attention":[20],"ingredient.":[21],"The":[22,195],"standard":[23],"rules":[25],"within":[26],"these":[27],"promising":[28],"methods":[30,103],"are":[31],"to":[32,85,118,184],"roughly":[33],"stack":[34],"variants":[37],"in":[38,141],"a":[39,87],"cascaded":[40,98,134],"manner.":[41,144],"Despite":[42],"remarkable":[44],"advancement,":[45],"their":[46],"success":[47],"may":[48],"be":[49,198],"at":[50],"huge":[52],"cost":[53],"of":[54,131],"model":[55],"parameters":[56],"and":[57,72,82,104],"FLOPs,":[58],"thus":[59],"preventing":[60],"its":[61],"application":[62],"over":[63,147,174],"low-resource":[64],"satellites.To":[65],"address":[66],"this":[67,124],"challenge":[68],"between":[69],"favorable":[70,139,169],"performance":[71,140,158,170],"expensive":[73],"computation,":[74],"we":[75,93],"tailor":[76],"an":[77,186,192],"efficient":[78,143,193],"linearly-evolved":[79,109],"variant":[81,111],"employ":[83],"it":[84],"construct":[86],"lightweight":[88],"framework.":[90],"In":[91,123],"detail,":[92],"deepen":[94],"into":[95],"popular":[97],"with":[101,112,162,191],"cutting-edge":[102],"develop":[105],"alternative":[107,187],"1-order":[108],"1-dimensional":[114],"linear":[115],"convolution":[116],"chain":[117],"achieve":[119],"same":[121],"function.":[122],"way,":[125],"our":[126,153],"proposed":[127,154],"method":[128,155],"is":[129,183],"capable":[130],"benefiting":[132],"rule":[136],"while":[137],"achieving":[138],"Extensive":[145],"experiments":[146],"multiple":[148],"datasets":[150],"suggest":[151],"that":[152],"achieves":[156],"competitive":[157],"against":[159],"other":[160],"state-of-the-art":[161],"fewer":[163],"computational":[164],"resources.":[165],"Further,":[166],"consistently":[168],"been":[172],"verified":[173],"hyper-spectral":[176],"image":[177],"fusion":[178],"task.":[179],"Our":[180],"main":[181],"focus":[182],"provide":[185],"global":[188],"framework":[190],"structure.":[194],"code":[196],"will":[197],"publicly":[199],"available.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-10-27T00:00:00"}
