{"id":"https://openalex.org/W2171145555","doi":"https://doi.org/10.1109/ijcnn.2011.6033500","title":"3D modeling of virtualized reality objects using neural computing","display_name":"3D modeling of virtualized reality objects using neural computing","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2171145555","doi":"https://doi.org/10.1109/ijcnn.2011.6033500","mag":"2171145555"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2011.6033500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033500","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","raw_type":"proceedings-article"},"type":"conference-paper","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/A5034661272","display_name":"Andr\u00e9s Serna","orcid":"https://orcid.org/0000-0003-2348-3079"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Andres F. Serna-Morales","raw_affiliation_strings":["Department of Electrical, Electronic and Computer Engineering, Universidad Nacional de Colombia, Manizales, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, Universidad Nacional de Colombia, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058462807","display_name":"Flavio Prieto","orcid":"https://orcid.org/0000-0002-6903-8782"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Flavio Prieto","raw_affiliation_strings":["Department of Mechanical and Mechatronics Engineering, Universidad Nacional de Colombia, Bogota, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Mechatronics Engineering, Universidad Nacional de Colombia, Bogota, Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017356611","display_name":"Eduardo Bayro\u2013Corrochano","orcid":"https://orcid.org/0000-0002-4738-3593"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Eduardo Bayro-Corrochano","raw_affiliation_strings":["Unidad Guadalajara, CINVESTAV, Zapopan, Jalisco, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unidad Guadalajara, CINVESTAV, Zapopan, Jalisco, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067597688","display_name":"Edgar N. S\u00e1nchez","orcid":"https://orcid.org/0000-0002-8695-7879"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Edgar N. Sanchez","raw_affiliation_strings":["Unidad Guadalajara, CINVESTAV, Zapopan, Jalisco, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unidad Guadalajara, CINVESTAV, Zapopan, Jalisco, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"2191","last_page":"2198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9932000041007996,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9901999831199646,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7872101664543152},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.722292959690094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4740711748600006},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.4641704559326172},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.32144230604171753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7872101664543152},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.722292959690094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4740711748600006},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.4641704559326172},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.32144230604171753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2011.6033500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033500","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309955","display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)","ror":"https://ror.org/048jthh02"},{"id":"https://openalex.org/F4320321458","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1539380049","https://openalex.org/W1581808154","https://openalex.org/W1605708789","https://openalex.org/W2008388729","https://openalex.org/W2081796960","https://openalex.org/W2087070363","https://openalex.org/W2096866184","https://openalex.org/W2099748721","https://openalex.org/W2111867572","https://openalex.org/W2121681020","https://openalex.org/W2136023023","https://openalex.org/W2139725259","https://openalex.org/W2152839776","https://openalex.org/W2155482699","https://openalex.org/W2161737798","https://openalex.org/W2166322089","https://openalex.org/W2484718471","https://openalex.org/W2498056367","https://openalex.org/W3128632218","https://openalex.org/W4239875977","https://openalex.org/W6682389061","https://openalex.org/W6683904801"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"A":[0],"methodology":[1],"for":[2],"3D":[3,26,44,70],"modeling":[4,108],"of":[5,32,52,93],"virtualized":[6,22,71],"reality":[7,23],"objects":[8,18,47,76],"using":[9],"neural":[10,54],"computing":[11],"is":[12],"presented.":[13],"In":[14],"this":[15],"paper":[16],"the":[17,107,118,122,130],"are":[19,28,48],"represented":[20],"in":[21,91],"and":[24,42,64,102,110,114,121,134],"their":[25],"data":[27],"acquired":[29],"by":[30,50],"one":[31,51],"three":[33,53],"acquisition":[34],"systems:":[35],"endoneurosonographic":[36],"equipment":[37],"(ENS),":[38],"stereo":[39],"vision":[40],"system":[41],"non-contact":[43],"digitizer.":[45],"These":[46],"modeled":[49],"architectures:":[55],"Multilayer":[56],"Feed-Forward":[57],"Neural":[58,65],"Network":[59,67],"(MLFFNN),":[60],"Self-Organizing":[61],"Maps":[62],"(SOM)":[63],"Gas":[66],"(NGN).":[68],"The":[69],"representations":[72],"correspond":[73],"to":[74],"several":[75],"as":[77],"phantom":[78],"brain":[79],"tumors,":[80],"faces,":[81],"archaeological":[82],"items,":[83],"fruits,":[84],"among":[85],"others.":[86],"We":[87],"carry":[88],"out":[89],"comparisons":[90],"terms":[92],"computational":[94],"cost,":[95],"architectural":[96],"complexity,":[97],"training":[98,100,136],"method,":[99],"epochs":[101],"performance.":[103],"Finally,":[104],"we":[105],"present":[106],"results":[109],"conclude":[111],"that":[112],"SOM":[113],"NGN":[115],"models":[116,128],"achieve":[117],"best":[119],"performances":[120],"lowest":[123,131],"displaying":[124],"times,":[125],"while":[126],"MLFFNN":[127],"have":[129],"memory":[132],"requirements":[133],"acceptable":[135],"times.":[137]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
