{"id":"https://openalex.org/W4401609059","doi":"https://doi.org/10.1109/icasspw62465.2024.10625881","title":"Vision Transformer MST++: Efficient Hyperspectral Skin Reconstruction","display_name":"Vision Transformer MST++: Efficient Hyperspectral Skin Reconstruction","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4401609059","doi":"https://doi.org/10.1109/icasspw62465.2024.10625881"},"language":"en","primary_location":{"id":"doi:10.1109/icasspw62465.2024.10625881","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icasspw62465.2024.10625881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","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/A5111291980","display_name":"Ana Clara C. Silveira","orcid":"https://orcid.org/0009-0001-4690-2398"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Clara C. Silveira","raw_affiliation_strings":["Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046393559","display_name":"Diedre Carmo","orcid":"https://orcid.org/0000-0002-5922-9120"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diedre S. Do Carmo","raw_affiliation_strings":["Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077390919","display_name":"Lucas H. Ueda","orcid":"https://orcid.org/0000-0002-1029-3420"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas H. Ueda","raw_affiliation_strings":["Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063873307","display_name":"Denis G. Fantinato","orcid":"https://orcid.org/0000-0002-5009-3431"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Denis G. Fantinato","raw_affiliation_strings":["Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047253278","display_name":"Paula Dornhofer Paro Costa","orcid":"https://orcid.org/0000-0002-1534-5744"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paula D. P. Costa","raw_affiliation_strings":["Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017698959","display_name":"Let\u00edcia Rittner","orcid":"https://orcid.org/0000-0001-8182-5554"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leticia Rittner","raw_affiliation_strings":["Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas (UNICAMP),School of Electrical and Computer Engineering (FEEC)","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":0.2947,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56793771,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13493","display_name":"Optical and Acousto-Optic Technologies","score":0.9524000287055969,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13493","display_name":"Optical and Acousto-Optic Technologies","score":0.9524000287055969,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12050","display_name":"Optical Polarization and Ellipsometry","score":0.9318000078201294,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9079999923706055,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8819582462310791},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5632688999176025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5533466339111328},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5440305471420288},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5272768139839172},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3305680751800537},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16774976253509521},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08289709687232971},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.06968849897384644}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8819582462310791},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5632688999176025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5533466339111328},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5440305471420288},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5272768139839172},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3305680751800537},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16774976253509521},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08289709687232971},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.06968849897384644}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icasspw62465.2024.10625881","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icasspw62465.2024.10625881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W3094502228","https://openalex.org/W4224294196","https://openalex.org/W4390874575","https://openalex.org/W4401608906","https://openalex.org/W6784333009","https://openalex.org/W6858290349"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Channel":[0],"reconstruction":[1,25],"transforms":[2],"a":[3,14,19,43,56],"subsampled":[4],"multispectral":[5],"image":[6,53],"into":[7],"hyperspectral,":[8],"offering":[9],"hyperspectral":[10],"imaging":[11],"benefits":[12],"without":[13],"dedicated":[15],"camera.":[16],"MST++":[17,71],"is":[18],"state":[20],"of":[21],"the":[22,61,69],"art":[23],"channel":[24,79],"technique,":[26],"but":[27],"it":[28],"faces":[29],"memory":[30],"limitations":[31],"for":[32,60],"high":[33],"spatial":[34],"resolution":[35],"images.":[36],"In":[37],"this":[38],"context,":[39],"we":[40],"introduce":[41],"VITMST++,":[42],"novel":[44],"architecture":[45],"incorporating":[46],"Vision":[47],"Transformer":[48],"embedding":[49],"and":[50,55,75],"compression,":[51],"multi-resolution":[52],"context":[54],"channel-weighted":[57],"loss.":[58],"Developed":[59],"ICASSP":[62],"2024":[63],"Hyperspectral":[64],"Skin":[65],"Challenge,":[66],"VITMST++":[67],"outperforms":[68],"state-of-the-art":[70],"in":[72,78],"both":[73],"performance":[74],"computational":[76],"efficiency":[77],"reconstruction.":[80]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}