{"id":"https://openalex.org/W2540601257","doi":"https://doi.org/10.1109/whispers.2012.6874333","title":"Lattice auto-associative memories induced supervised ordering defining a multivariate morphology on hyperspectral data","display_name":"Lattice auto-associative memories induced supervised ordering defining a multivariate morphology on hyperspectral data","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2540601257","doi":"https://doi.org/10.1109/whispers.2012.6874333","mag":"2540601257"},"language":"en","primary_location":{"id":"doi:10.1109/whispers.2012.6874333","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers.2012.6874333","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS)","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/A5080644585","display_name":"Miguel A. Veganzones","orcid":"https://orcid.org/0000-0002-4636-2678"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Miguel A. Veganzones","raw_affiliation_strings":["Grupo de Inteligencia Computacional, Basque Country University (UPV/EHU), Spain"],"affiliations":[{"raw_affiliation_string":"Grupo de Inteligencia Computacional, Basque Country University (UPV/EHU), Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106225114","display_name":"Manuel Gra\u00f1a","orcid":"https://orcid.org/0000-0001-7373-4097"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Grana","raw_affiliation_strings":["Grupo de Inteligencia Computacional, Basque Country University (UPV/EHU), Spain"],"affiliations":[{"raw_affiliation_string":"Grupo de Inteligencia Computacional, Basque Country University (UPV/EHU), Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080644585"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":null,"apc_paid":null,"fwci":0.5101,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75542556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.996999979019165,"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":0.996999979019165,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9965000152587891,"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/T10320","display_name":"Neural Networks and Applications","score":0.9697999954223633,"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":0.8489453792572021},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.7554858922958374},{"id":"https://openalex.org/keywords/mathematical-morphology","display_name":"Mathematical morphology","score":0.7147126197814941},{"id":"https://openalex.org/keywords/lexicographical-order","display_name":"Lexicographical order","score":0.6446955800056458},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6244100332260132},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.5814168453216553},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5730807185173035},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5697476863861084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5445501804351807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5383833646774292},{"id":"https://openalex.org/keywords/lattice","display_name":"Lattice (music)","score":0.5247369408607483},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.4285960793495178},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40051349997520447},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4003593921661377},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.32811009883880615},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.30556660890579224},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.18609753251075745},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15713077783584595},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.1358659863471985},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08247709274291992}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8489453792572021},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.7554858922958374},{"id":"https://openalex.org/C185568154","wikidata":"https://www.wikidata.org/wiki/Q530242","display_name":"Mathematical morphology","level":4,"score":0.7147126197814941},{"id":"https://openalex.org/C159254197","wikidata":"https://www.wikidata.org/wiki/Q1144915","display_name":"Lexicographical order","level":2,"score":0.6446955800056458},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6244100332260132},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.5814168453216553},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5730807185173035},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5697476863861084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5445501804351807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5383833646774292},{"id":"https://openalex.org/C2781204021","wikidata":"https://www.wikidata.org/wiki/Q6497091","display_name":"Lattice (music)","level":2,"score":0.5247369408607483},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.4285960793495178},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40051349997520447},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4003593921661377},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.32811009883880615},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.30556660890579224},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.18609753251075745},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15713077783584595},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.1358659863471985},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08247709274291992},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/whispers.2012.6874333","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers.2012.6874333","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W38094199","https://openalex.org/W206333455","https://openalex.org/W1490229112","https://openalex.org/W1500907847","https://openalex.org/W1522619264","https://openalex.org/W1590218343","https://openalex.org/W1603377523","https://openalex.org/W1963848754","https://openalex.org/W2011487458","https://openalex.org/W2024879722","https://openalex.org/W2036918153","https://openalex.org/W2116145986","https://openalex.org/W2153342234","https://openalex.org/W2154741421","https://openalex.org/W2184563774","https://openalex.org/W2769043187","https://openalex.org/W4205529794","https://openalex.org/W4205875490","https://openalex.org/W4292003313","https://openalex.org/W6630084544","https://openalex.org/W6815558393"],"related_works":["https://openalex.org/W1993634787","https://openalex.org/W3125614403","https://openalex.org/W4400317913","https://openalex.org/W2476923378","https://openalex.org/W1586076277","https://openalex.org/W2117032909","https://openalex.org/W2101496652","https://openalex.org/W2032529054","https://openalex.org/W103340044","https://openalex.org/W2140636190"],"abstract_inverted_index":{"Mathematical":[0],"morphology":[1],"is":[2,44,89],"the":[3,23,38,51,59,71,74,83,103,108,120],"non-linear":[4],"Lattice":[5,66],"Theory":[6],"based":[7],"construction":[8,60],"of":[9,40,53,61,110],"image":[10,105],"filters.":[11,114],"It":[12],"has":[13],"been":[14],"very":[15],"successful":[16],"for":[17,31],"binary":[18],"and":[19,73,79,113],"grayscale":[20],"images,":[21,33,37],"where":[22],"intensity":[24],"values":[25],"come":[26],"from":[27,58],"complete":[28,100],"lattices.":[29],"However,":[30],"multivariate":[32],"such":[34,56],"as":[35,82],"hyperspectral":[36,104],"definition":[39,109],"a":[41,99],"total":[42],"order":[43,88],"needed.":[45],"In":[46],"this":[47],"paper":[48],"we":[49],"follow":[50],"line":[52],"research":[54],"producing":[55],"orderings":[57],"supervised":[62],"classifiers.":[63],"We":[64,115],"use":[65],"Associative":[67],"Memories":[68],"to":[69,91],"model":[70],"classes":[72],"Chebyschev":[75],"distance":[76],"between":[77],"recalled":[78],"original":[80],"input":[81],"discriminant":[84],"function.":[85],"Besides":[86],"lexicographic":[87],"applied":[90],"resolve":[92],"classification":[93],"ties.":[94],"The":[95],"resulting":[96],"system":[97],"provides":[98],"ordering":[101],"on":[102,119],"pixels":[106],"allowing":[107],"morphological":[111],"operators":[112],"demonstrate":[116],"some":[117],"results":[118],"well":[121],"known":[122],"Pavia":[123],"image.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}