{"id":"https://openalex.org/W7134990330","doi":"https://doi.org/10.1007/s00530-026-02312-y","title":"Enhanced hyperspectral image classification via attention-augmented LSTM-ConvNet (LA-HybridSN)","display_name":"Enhanced hyperspectral image classification via attention-augmented LSTM-ConvNet (LA-HybridSN)","publication_year":2026,"publication_date":"2026-03-11","ids":{"openalex":"https://openalex.org/W7134990330","doi":"https://doi.org/10.1007/s00530-026-02312-y"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-026-02312-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-026-02312-y","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","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/A5128753986","display_name":"Yongsheng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]},{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongsheng Zhang","raw_affiliation_strings":["Changchun University of Science and Technology, Changchun, 130022, Jilin, China","Shandong University of Finance and Economics, Jinan, 250014, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun University of Science and Technology, Changchun, 130022, Jilin, China","institution_ids":["https://openalex.org/I106645853"]},{"raw_affiliation_string":"Shandong University of Finance and Economics, Jinan, 250014, Shandong, China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104190291","display_name":"Tianjiao Du","orcid":null},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianjiao Du","raw_affiliation_strings":["Changchun University of Science and Technology, Changchun, 130022, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun University of Science and Technology, Changchun, 130022, Jilin, China","institution_ids":["https://openalex.org/I106645853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109651052","display_name":"Lidong Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lidong Bao","raw_affiliation_strings":["Changchun University of Science and Technology, Changchun, 130022, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun University of Science and Technology, Changchun, 130022, Jilin, China","institution_ids":["https://openalex.org/I106645853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128773126","display_name":"Yongxia Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]},{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongxia Zhang","raw_affiliation_strings":["Changchun University of Science and Technology, Changchun, 130022, Jilin, China","Shandong University of Finance and Economics, Jinan, 250014, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changchun University of Science and Technology, Changchun, 130022, Jilin, China","institution_ids":["https://openalex.org/I106645853"]},{"raw_affiliation_string":"Shandong University of Finance and Economics, Jinan, 250014, Shandong, China","institution_ids":["https://openalex.org/I59483232"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5128753986","https://openalex.org/A5128773126"],"corresponding_institution_ids":["https://openalex.org/I106645853","https://openalex.org/I59483232"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22157469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.33180001378059387,"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":0.33180001378059387,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.10649999976158142,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.04610000178217888,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.5849999785423279},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5514000058174133},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4781999886035919},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4284000098705292},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3327000141143799},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.30000001192092896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7315000295639038},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6894000172615051},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.5849999785423279},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5514000058174133},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49219998717308044},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4781999886035919},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4284000098705292},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3327000141143799},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.30000001192092896},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.29260000586509705},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.26809999346733093},{"id":"https://openalex.org/C13460635","wikidata":"https://www.wikidata.org/wiki/Q85753676","display_name":"Classification scheme","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-026-02312-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-026-02312-y","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1973261010","https://openalex.org/W2005353255","https://openalex.org/W2041100636","https://openalex.org/W2043484400","https://openalex.org/W2068067793","https://openalex.org/W2107030918","https://openalex.org/W2107919956","https://openalex.org/W2114680940","https://openalex.org/W2168609725","https://openalex.org/W2172000360","https://openalex.org/W2255466643","https://openalex.org/W2500751094","https://openalex.org/W2614256707","https://openalex.org/W2764276316","https://openalex.org/W2774195528","https://openalex.org/W2775507709","https://openalex.org/W2793607269","https://openalex.org/W2793645503","https://openalex.org/W2884585870","https://openalex.org/W2888715336","https://openalex.org/W2897121118","https://openalex.org/W2914331134","https://openalex.org/W2928182459","https://openalex.org/W2991494819","https://openalex.org/W3107591966","https://openalex.org/W3214466318","https://openalex.org/W4210541032","https://openalex.org/W4220805125","https://openalex.org/W4313558738","https://openalex.org/W4367623793","https://openalex.org/W4386459175","https://openalex.org/W4386812793","https://openalex.org/W4387004008","https://openalex.org/W4388799176","https://openalex.org/W4391942911","https://openalex.org/W4401829333","https://openalex.org/W4402788187","https://openalex.org/W4404725764","https://openalex.org/W4405974998","https://openalex.org/W4407852476","https://openalex.org/W4408445811","https://openalex.org/W4409986137","https://openalex.org/W4413951473"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2026-03-12T00:00:00"}
