{"id":"https://openalex.org/W3175620040","doi":"https://doi.org/10.1137/21m1417867","title":"Learnable Empirical Mode Decomposition based on Mathematical Morphology","display_name":"Learnable Empirical Mode Decomposition based on Mathematical Morphology","publication_year":2022,"publication_date":"2022-01-04","ids":{"openalex":"https://openalex.org/W3175620040","doi":"https://doi.org/10.1137/21m1417867","mag":"3175620040"},"language":"en","primary_location":{"id":"doi:10.1137/21m1417867","is_oa":false,"landing_page_url":"https://doi.org/10.1137/21m1417867","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03221652","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081107954","display_name":"Santiago Velasco-Forero","orcid":"https://orcid.org/0000-0002-2438-1747"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Santiago Velasco-Forero","raw_affiliation_strings":["Centre de Morphologie Math\u00e9matique"],"affiliations":[{"raw_affiliation_string":"Centre de Morphologie Math\u00e9matique","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021849107","display_name":"Romain Pag\u00e8s","orcid":null},"institutions":[{"id":"https://openalex.org/I112936343","display_name":"\u00c9cole Centrale de Lyon","ror":"https://ror.org/05s6rge65","country_code":"FR","type":"education","lineage":["https://openalex.org/I112936343","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"R. Pag\u00e8s","raw_affiliation_strings":["\u00c9cole Centrale de Lyon"],"affiliations":[{"raw_affiliation_string":"\u00c9cole Centrale de Lyon","institution_ids":["https://openalex.org/I112936343"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103530980","display_name":"Jes\u03cds Angulo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jesus Angulo","raw_affiliation_strings":["Centre de Morphologie Math\u00e9matique"],"affiliations":[{"raw_affiliation_string":"Centre de Morphologie Math\u00e9matique","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081107954"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9276,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.84807168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"23","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9330999851226807,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/mathematical-morphology","display_name":"Mathematical morphology","score":0.7745333909988403},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7218585014343262},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.6358345746994019},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5734328031539917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5701831579208374},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.5604469180107117},{"id":"https://openalex.org/keywords/morphology","display_name":"Morphology (biology)","score":0.5587897896766663},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5019052028656006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4656639099121094},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.38550975918769836},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3500649929046631},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30363380908966064},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.17734944820404053},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13869619369506836},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.101581871509552},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09847667813301086},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0876513421535492}],"concepts":[{"id":"https://openalex.org/C185568154","wikidata":"https://www.wikidata.org/wiki/Q530242","display_name":"Mathematical morphology","level":4,"score":0.7745333909988403},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7218585014343262},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.6358345746994019},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5734328031539917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5701831579208374},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.5604469180107117},{"id":"https://openalex.org/C499950583","wikidata":"https://www.wikidata.org/wiki/Q183252","display_name":"Morphology (biology)","level":2,"score":0.5587897896766663},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5019052028656006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4656639099121094},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.38550975918769836},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3500649929046631},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30363380908966064},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.17734944820404053},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13869619369506836},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.101581871509552},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09847667813301086},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0876513421535492},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1137/21m1417867","is_oa":false,"landing_page_url":"https://doi.org/10.1137/21m1417867","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03221652v3","is_oa":true,"landing_page_url":"https://hal.science/hal-03221652","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://epubs.siam.org/doi/abs/10.1137/21M1417867","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03221652v3","is_oa":true,"landing_page_url":"https://hal.science/hal-03221652","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://epubs.siam.org/doi/abs/10.1137/21M1417867","raw_type":"Journal articles"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7699999809265137,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G6585043750","display_name":null,"funder_award_id":"PGMO-IRSDI 2019","funder_id":"https://openalex.org/F4320324478","funder_display_name":"Fondation Math\u00e9matique Jacques Hadamard"}],"funders":[{"id":"https://openalex.org/F4320324478","display_name":"Fondation Math\u00e9matique Jacques Hadamard","ror":"https://ror.org/0153me927"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W138461657","https://openalex.org/W1953936588","https://openalex.org/W1978081629","https://openalex.org/W2007221293","https://openalex.org/W2019900743","https://openalex.org/W2022879312","https://openalex.org/W2028682334","https://openalex.org/W2033269372","https://openalex.org/W2091829906","https://openalex.org/W2101172034","https://openalex.org/W2110983594","https://openalex.org/W2114537326","https://openalex.org/W2117817087","https://openalex.org/W2131572609","https://openalex.org/W2132934990","https://openalex.org/W2155852006","https://openalex.org/W2156297475","https://openalex.org/W2161856360","https://openalex.org/W2163910600","https://openalex.org/W2170949105","https://openalex.org/W2314964624","https://openalex.org/W2513302415","https://openalex.org/W2573526403","https://openalex.org/W2889480665","https://openalex.org/W2919115771","https://openalex.org/W2963422483","https://openalex.org/W2963626582","https://openalex.org/W2990138404","https://openalex.org/W2991616716","https://openalex.org/W3001283548","https://openalex.org/W3005177200","https://openalex.org/W3024233043","https://openalex.org/W3087269484","https://openalex.org/W4244393449"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2382904344","https://openalex.org/W3120329059","https://openalex.org/W2058740282","https://openalex.org/W2461976178","https://openalex.org/W2375111338","https://openalex.org/W2220864757","https://openalex.org/W2352304637"],"abstract_inverted_index":{"International":[0],"audience":[1]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
