{"id":"https://openalex.org/W4392450279","doi":"https://doi.org/10.1109/tgrs.2024.3373820","title":"Hyperspectral Image Change Detection Based on Gated Spectral\u2013Spatial\u2013Temporal Attention Network With Spectral Similarity Filtering","display_name":"Hyperspectral Image Change Detection Based on Gated Spectral\u2013Spatial\u2013Temporal Attention Network With Spectral Similarity Filtering","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392450279","doi":"https://doi.org/10.1109/tgrs.2024.3373820"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3373820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3373820","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/A5081712622","display_name":"Haoyang Yu","orcid":"https://orcid.org/0000-0002-4026-7450"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyang Yu","raw_affiliation_strings":["Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China","Information Science and Technology College, Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-4026-7450","affiliations":[{"raw_affiliation_string":"Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Information Science and Technology College, Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102002750","display_name":"Hao Yang","orcid":"https://orcid.org/0009-0009-5287-1573"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Yang","raw_affiliation_strings":["Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China","Information Science and Technology College, Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0009-5287-1573","affiliations":[{"raw_affiliation_string":"Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Information Science and Technology College, Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066378186","display_name":"Lianru Gao","orcid":"https://orcid.org/0000-0003-3888-8124"},"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":"Lianru Gao","raw_affiliation_strings":["Key Laboratory of Computational Optical Imaging Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Aerospace Information Research Institute, Key Laboratory of Computational Optical Imaging Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3888-8124","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Optical Imaging Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Key Laboratory of Computational Optical Imaging Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084833168","display_name":"Jiaochan Hu","orcid":"https://orcid.org/0009-0002-3762-0898"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaochan Hu","raw_affiliation_strings":["Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China","Information Science and Technology College, Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0002-3762-0898","affiliations":[{"raw_affiliation_string":"Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Information Science and Technology College, Center of Hyperspectral Imaging in Remote Sensing (CHIRS), Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054292278","display_name":"Antonio Plaza","orcid":"https://orcid.org/0000-0002-9613-1659"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Plaza","raw_affiliation_strings":["Department of Technology of Computers and Communications, Hyperspectral Computing Laboratory, University of Extremadura, Cáceres, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9613-1659","affiliations":[{"raw_affiliation_string":"Department of Technology of Computers and Communications, Hyperspectral Computing Laboratory, University of Extremadura, Cáceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100389658","display_name":"Bing Zhang","orcid":"https://orcid.org/0000-0001-7311-9844"},"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":"Bing Zhang","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/0000-0001-7311-9844","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":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.3042,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.98500268,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9873999953269958,"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":0.9873999953269958,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9534000158309937,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8893697261810303},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5949098467826843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5860178470611572},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.561744749546051},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5543663501739502},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5121824741363525},{"id":"https://openalex.org/keywords/full-spectral-imaging","display_name":"Full spectral imaging","score":0.5046778917312622},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.4821412265300751},{"id":"https://openalex.org/keywords/spectral-analysis","display_name":"Spectral analysis","score":0.43393462896347046},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3362727463245392},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19634273648262024},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09773609042167664}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8893697261810303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5949098467826843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5860178470611572},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.561744749546051},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5543663501739502},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5121824741363525},{"id":"https://openalex.org/C78660771","wikidata":"https://www.wikidata.org/wiki/Q5508206","display_name":"Full spectral imaging","level":3,"score":0.5046778917312622},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.4821412265300751},{"id":"https://openalex.org/C2983668108","wikidata":"https://www.wikidata.org/wiki/Q280453","display_name":"Spectral analysis","level":3,"score":0.43393462896347046},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3362727463245392},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19634273648262024},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09773609042167664},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3373820","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3373820","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/G1930469651","display_name":null,"funder_award_id":"2022LDE008","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G2081498316","display_name":null,"funder_award_id":"2022T150080","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2845203061","display_name":null,"funder_award_id":"42101350","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4834310934","display_name":null,"funder_award_id":"42371353","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7640091821","display_name":null,"funder_award_id":"2023T160073","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1979061792","https://openalex.org/W2113513024","https://openalex.org/W2116699851","https://openalex.org/W2153864221","https://openalex.org/W2165577558","https://openalex.org/W2412588858","https://openalex.org/W2580843432","https://openalex.org/W2603834682","https://openalex.org/W2604409186","https://openalex.org/W2758810255","https://openalex.org/W2884276099","https://openalex.org/W2912262547","https://openalex.org/W2941769495","https://openalex.org/W2942454403","https://openalex.org/W2953308875","https://openalex.org/W2980990633","https://openalex.org/W3019166713","https://openalex.org/W3025440211","https://openalex.org/W3043719198","https://openalex.org/W3047443805","https://openalex.org/W3048631361","https://openalex.org/W3099608030","https://openalex.org/W3099831940","https://openalex.org/W3102692100","https://openalex.org/W3102745911","https://openalex.org/W3103695279","https://openalex.org/W3165729427","https://openalex.org/W3168931281","https://openalex.org/W3181727745","https://openalex.org/W3214586131","https://openalex.org/W3214821343","https://openalex.org/W3215176889","https://openalex.org/W4206267281","https://openalex.org/W4206550078","https://openalex.org/W4213019189","https://openalex.org/W4213185605","https://openalex.org/W4225582357","https://openalex.org/W4225630686","https://openalex.org/W4229058281","https://openalex.org/W4285177833","https://openalex.org/W4285303509","https://openalex.org/W4289536378","https://openalex.org/W4293812296","https://openalex.org/W4296437529","https://openalex.org/W4312772581","https://openalex.org/W4313048911","https://openalex.org/W4316013166","https://openalex.org/W4319865968","https://openalex.org/W4361987254","https://openalex.org/W4366957284","https://openalex.org/W4376851287","https://openalex.org/W4376851455","https://openalex.org/W4385245566","https://openalex.org/W4385255943","https://openalex.org/W4385413338","https://openalex.org/W4385627363","https://openalex.org/W4392240824","https://openalex.org/W6629944422","https://openalex.org/W6811456798","https://openalex.org/W6846577953"],"related_works":["https://openalex.org/W1973197867","https://openalex.org/W2911259277","https://openalex.org/W4386427838","https://openalex.org/W2800956885","https://openalex.org/W2533019003","https://openalex.org/W2057283258","https://openalex.org/W2626158795","https://openalex.org/W1788560349","https://openalex.org/W4281675222","https://openalex.org/W2568271140"],"abstract_inverted_index":{"Hyperspectral":[0],"imaging":[1],"enables":[2],"advanced":[3],"change":[4],"detection":[5],"but":[6],"struggles":[7],"with":[8,36,41],"extensive":[9],"redundant":[10],"data":[11],"across":[12],"spatial":[13,73],"and":[14,21,79,82,105],"spectral":[15,37,56,61],"dimensions.":[16],"This":[17],"bloats":[18],"model":[19,103],"size":[20],"computational":[22,106],"loads.":[23],"To":[24],"address":[25],"this":[26,123],"problem,":[27],"we":[28],"propose":[29],"a":[30,42],"new":[31],"gated":[32,67,80,84],"spectral\u2013spatial\u2013temporal":[33,85],"attention":[34,69,86,110],"network":[35],"similarity":[38,57],"filtering":[39,58],"(HyGSTAN)":[40],"lightweight":[43],"yet":[44],"accurate":[45],"architectural":[46],"design.":[47],"Specifically,":[48],"our":[49],"HyGSTAN":[50],"introduces":[51],"three":[52,94],"innovative":[53],"modules:":[54],"1)":[55],"to":[59,70,87,100],"reduce":[60],"redundancy":[62],"via":[63],"cosine":[64],"similarity;":[65],"2)":[66],"spectral-spatial":[68],"capture":[71],"intra-image":[72],"features":[74],"using":[75],"single-head":[76],"weak":[77],"self-attention":[78],"mechanisms;":[81],"3)":[83],"extract":[88,112],"inter-image":[89],"temporal":[90],"changes.":[91],"Experiments":[92],"on":[93],"benchmark":[95],"datasets":[96],"demonstrate":[97],"HyGSTAN\u2019s":[98],"ability":[99],"balance":[101],"accuracy,":[102],"complexity,":[104],"efficiency.":[107],"The":[108,119],"proposed":[109],"mechanisms":[111],"more":[113],"discriminative":[114],"information":[115],"without":[116],"sacrificing":[117],"performance.":[118],"source":[120],"code":[121],"of":[122],"work":[124],"will":[125],"be":[126],"released":[127],"at":[128],"https://github.com/Welcome-to-LISA/HyGSTAN.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":13}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}