{"id":"https://openalex.org/W4413156541","doi":"https://doi.org/10.1109/tgrs.2025.3598612","title":"HyperMM: Satellite Image Sequence Prediction via Hypergraph-Enhanced Motion Matrix","display_name":"HyperMM: Satellite Image Sequence Prediction via Hypergraph-Enhanced Motion Matrix","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413156541","doi":"https://doi.org/10.1109/tgrs.2025.3598612"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3598612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3598612","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/A5101118842","display_name":"Jiayi Wu","orcid":"https://orcid.org/0009-0000-1131-6404"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiayi Wu","raw_affiliation_strings":["Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing University of Technology, Beijing, China","Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-1131-6404","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110519147","display_name":"Zongzhi Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongzhi Gao","raw_affiliation_strings":["Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing University of Technology, Beijing, China","Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-3806-9075","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002743894","display_name":"Guodong Jing","orcid":null},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]},{"id":"https://openalex.org/I4210145517","display_name":"Jilin Weather Modification Office","ror":"https://ror.org/056js0g95","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210145517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guodong Jing","raw_affiliation_strings":["China Meteorological Administration Weather Modification Centre, Beijing, China","China Meteorological Administration Weather Modification Centre, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Meteorological Administration Weather Modification Centre, Beijing, China","institution_ids":["https://openalex.org/I141301092","https://openalex.org/I4210145517"]},{"raw_affiliation_string":"China Meteorological Administration Weather Modification Centre, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108616991","display_name":"Qi Li","orcid":"https://orcid.org/0000-0002-7905-2860"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]},{"id":"https://openalex.org/I4210145517","display_name":"Jilin Weather Modification Office","ror":"https://ror.org/056js0g95","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210145517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Li","raw_affiliation_strings":["China Meteorological Administration Weather Modification Centre, Beijing, China","China Meteorological Administration Weather Modification Centre, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Meteorological Administration Weather Modification Centre, Beijing, China","institution_ids":["https://openalex.org/I141301092","https://openalex.org/I4210145517"]},{"raw_affiliation_string":"China Meteorological Administration Weather Modification Centre, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070956153","display_name":"Yong Zhang","orcid":"https://orcid.org/0000-0001-6650-6790"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zhang","raw_affiliation_strings":["Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing University of Technology, Beijing, China","Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6650-6790","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Beijing Institute of Artificial Intelligence, School of Information Science and Technology, Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101118842"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":4.7878,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.94781482,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.8852999806404114,"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/T11325","display_name":"Inertial Sensor and Navigation","score":0.8852999806404114,"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/T13282","display_name":"Automated Road and Building Extraction","score":0.8604000210762024,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13067","display_name":"Geological Modeling and Analysis","score":0.8513000011444092,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5665493011474609},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5610431432723999},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5277678966522217},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5199388265609741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47972244024276733},{"id":"https://openalex.org/keywords/satellite-image","display_name":"Satellite image","score":0.4664193093776703},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.46509090065956116},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4326937198638916},{"id":"https://openalex.org/keywords/motion-estimation","display_name":"Motion estimation","score":0.4291847348213196},{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.4172186255455017},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.41167202591896057},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3472095727920532},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21253320574760437},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20822498202323914},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13497298955917358},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10590440034866333}],"concepts":[{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5665493011474609},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5610431432723999},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5277678966522217},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5199388265609741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47972244024276733},{"id":"https://openalex.org/C2985301230","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite image","level":3,"score":0.4664193093776703},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.46509090065956116},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4326937198638916},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.4291847348213196},{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.4172186255455017},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41167202591896057},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3472095727920532},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21253320574760437},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20822498202323914},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13497298955917358},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10590440034866333},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3598612","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3598612","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/G2392307573","display_name":null,"funder_award_id":"62072015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3999261997","display_name":null,"funder_award_id":"2018YFB1600903","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6212863906","display_name":null,"funder_award_id":"U21B2038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7500108037","display_name":null,"funder_award_id":"62472014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7583432342","display_name":null,"funder_award_id":"61902053","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7744321187","display_name":null,"funder_award_id":"U19B2039","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2014854862","https://openalex.org/W2099916158","https://openalex.org/W2167913971","https://openalex.org/W2170057991","https://openalex.org/W2560474170","https://openalex.org/W2586480386","https://openalex.org/W2808011586","https://openalex.org/W2892880750","https://openalex.org/W2915977493","https://openalex.org/W2952773607","https://openalex.org/W2958098628","https://openalex.org/W2967033144","https://openalex.org/W2989708447","https://openalex.org/W2996543533","https://openalex.org/W3034426027","https://openalex.org/W3085990079","https://openalex.org/W3106229813","https://openalex.org/W3109908659","https://openalex.org/W3128522772","https://openalex.org/W3138340468","https://openalex.org/W3174617618","https://openalex.org/W3174836611","https://openalex.org/W3181942264","https://openalex.org/W3184447318","https://openalex.org/W3203696868","https://openalex.org/W3215023725","https://openalex.org/W4282926996","https://openalex.org/W4285290842","https://openalex.org/W4288278953","https://openalex.org/W4291910368","https://openalex.org/W4293192773","https://openalex.org/W4313009682","https://openalex.org/W4360897596","https://openalex.org/W4382458699","https://openalex.org/W4385732598","https://openalex.org/W4386076121","https://openalex.org/W4390317758","https://openalex.org/W4390871945","https://openalex.org/W4392543831","https://openalex.org/W4393147339","https://openalex.org/W4396629483","https://openalex.org/W4402754191","https://openalex.org/W4407638595"],"related_works":["https://openalex.org/W4376608589","https://openalex.org/W1537073411","https://openalex.org/W1948107826","https://openalex.org/W3138003926","https://openalex.org/W1630514295","https://openalex.org/W4300037846","https://openalex.org/W4288275998","https://openalex.org/W2963081352","https://openalex.org/W4376608938","https://openalex.org/W2472555608"],"abstract_inverted_index":{"Satellite":[0],"image":[1,66],"sequence":[2,67],"prediction":[3,68],"is":[4],"a":[5,61,70],"fundamental":[6],"yet":[7],"challenging":[8],"task":[9],"in":[10,47,118],"weather":[11],"forecasting.":[12],"Existing":[13],"approaches":[14],"often":[15],"combine":[16],"neural":[17,99],"network":[18,121],"models":[19,37],"(e.g.,":[20],"RNN,":[21],"CNN,":[22],"transformer,":[23],"and":[24,30,50,127],"GAN)":[25],"to":[26,45,102,122,131,159],"capture":[27],"spatial":[28,105],"features":[29],"temporal":[31,124],"state":[32],"transitions.":[33],"While":[34],"expressive,":[35],"these":[36],"frequently":[38],"overlook":[39],"higher":[40],"order":[41],"motion":[42,48,72,94,162],"correlations,":[43],"leading":[44],"ambiguities":[46],"estimation":[49],"loss":[51],"of":[52],"appearance":[53,133,152],"details.":[54],"To":[55],"address":[56],"this,":[57],"we":[58,113],"propose":[59],"HyperMM,":[60],"novel":[62],"method":[63],"for":[64],"satellite":[65,141],"using":[69],"hypergraph-enhanced":[71],"matrix.":[73],"Unlike":[74],"prior":[75],"methods":[76],"that":[77,144],"compute":[78],"pairwise":[79],"feature":[80,125],"similarities":[81],"between":[82],"pixels":[83],"or":[84],"patches":[85],"within":[86],"the":[87,119,138,156],"same":[88],"module,":[89],"HyperMM":[90,145],"constructs":[91],"an":[92],"appearance-independent":[93],"matrix":[95],"enhanced":[96],"by":[97,149],"hypergraph":[98],"networks":[100],"(HGNNs)":[101],"model":[103],"high-order":[104],"correlations":[106],"among":[107],"pixel":[108],"groups":[109],"more":[110],"effectively.":[111],"Furthermore,":[112],"introduce":[114],"interframe":[115],"dynamic":[116],"attention":[117,130],"trunk":[120],"improve":[123],"extraction,":[126],"intraframe":[128],"static":[129],"reduce":[132],"information":[134],"loss.":[135],"Experiments":[136],"on":[137],"Fengyun-4B":[139],"(FY-4B)":[140],"dataset":[142],"show":[143],"achieves":[146],"state-of-the-art":[147],"performance":[148],"retaining":[150],"fine-grained":[151],"detail":[153],"while":[154],"having":[155],"superior":[157],"ability":[158],"accurately":[160],"predict":[161],"trends.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}