{"id":"https://openalex.org/W2950157247","doi":"https://doi.org/10.1007/978-3-030-22368-7_36","title":"A Connection Between Image Processing and Artificial Neural Networks Layers Through a Geometric Model of Visual Perception","display_name":"A Connection Between Image Processing and Artificial Neural Networks Layers Through a Geometric Model of Visual Perception","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2950157247","doi":"https://doi.org/10.1007/978-3-030-22368-7_36","mag":"2950157247"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-22368-7_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22368-7_36","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10230/43207","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001000212","display_name":"Thomas Batard","orcid":"https://orcid.org/0000-0001-9335-0314"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Thomas Batard","raw_affiliation_strings":["Crisalix, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Crisalix, Barcelona, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054246967","display_name":"Eduard Ramon Maldonado","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduard Ramon Maldonado","raw_affiliation_strings":["Crisalix, Barcelona, Spain","Universitat Polit\u00e9cnica de Catalunya, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Crisalix, Barcelona, Spain","institution_ids":[]},{"raw_affiliation_string":"Universitat Polit\u00e9cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102760434","display_name":"Gabriele Steidl","orcid":"https://orcid.org/0000-0001-7486-6315"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gabriele Steidl","raw_affiliation_strings":["TU Kaiserslautern, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"TU Kaiserslautern, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010974959","display_name":"Marcelo Bertalm\u0131\u0301o","orcid":"https://orcid.org/0000-0002-1023-8325"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marcelo Bertalm\u00edo","raw_affiliation_strings":["Universitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001000212"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1088,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78706335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"459","last_page":"471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.996399998664856,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-cortex","display_name":"Visual cortex","score":0.7162554264068604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7033015489578247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.537434458732605},{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.5219283103942871},{"id":"https://openalex.org/keywords/color-constancy","display_name":"Color constancy","score":0.5193437337875366},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4878661632537842},{"id":"https://openalex.org/keywords/connection","display_name":"Connection (principal bundle)","score":0.47090721130371094},{"id":"https://openalex.org/keywords/visual-perception","display_name":"Visual perception","score":0.46254655718803406},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4347943067550659},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.42704084515571594},{"id":"https://openalex.org/keywords/visual-processing","display_name":"Visual processing","score":0.4108017683029175},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.40611031651496887},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.401891827583313},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30045127868652344},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2515081763267517},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.1291506290435791},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12586259841918945}],"concepts":[{"id":"https://openalex.org/C2779345533","wikidata":"https://www.wikidata.org/wiki/Q75785","display_name":"Visual cortex","level":2,"score":0.7162554264068604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7033015489578247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.537434458732605},{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.5219283103942871},{"id":"https://openalex.org/C187888035","wikidata":"https://www.wikidata.org/wiki/Q2563885","display_name":"Color constancy","level":3,"score":0.5193437337875366},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4878661632537842},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.47090721130371094},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.46254655718803406},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4347943067550659},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.42704084515571594},{"id":"https://openalex.org/C2778251979","wikidata":"https://www.wikidata.org/wiki/Q7936617","display_name":"Visual processing","level":3,"score":0.4108017683029175},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.40611031651496887},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.401891827583313},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30045127868652344},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2515081763267517},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1291506290435791},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12586259841918945},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-22368-7_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22368-7_36","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:recercat.cat:2072/367042","is_oa":true,"landing_page_url":"http://hdl.handle.net/10230/43207","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:recercat.cat:2072/367042","is_oa":true,"landing_page_url":"http://hdl.handle.net/10230/43207","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1951338962","https://openalex.org/W1992476998","https://openalex.org/W1997027504","https://openalex.org/W2016354087","https://openalex.org/W2018819296","https://openalex.org/W2051017887","https://openalex.org/W2052921481","https://openalex.org/W2060945009","https://openalex.org/W2077525732","https://openalex.org/W2084696132","https://openalex.org/W2090263052","https://openalex.org/W2112796928","https://openalex.org/W2121881348","https://openalex.org/W2131516772","https://openalex.org/W2132713759","https://openalex.org/W2134831221","https://openalex.org/W2151227169","https://openalex.org/W2164847484","https://openalex.org/W2194775991","https://openalex.org/W2519887557","https://openalex.org/W2522643253","https://openalex.org/W2614617369","https://openalex.org/W2765407761","https://openalex.org/W2790944319","https://openalex.org/W2951770173","https://openalex.org/W2952054889","https://openalex.org/W2952401404","https://openalex.org/W2963343946","https://openalex.org/W2963446712","https://openalex.org/W4255808865","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1969880373","https://openalex.org/W3217634693","https://openalex.org/W2051981514","https://openalex.org/W2592608653","https://openalex.org/W2978897821","https://openalex.org/W1966123133","https://openalex.org/W2576620013","https://openalex.org/W2767536174","https://openalex.org/W2612477887","https://openalex.org/W2475580465"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}