{"id":"https://openalex.org/W3105957522","doi":"https://doi.org/10.5220/0010168102570264","title":"The Ray Tracing based Tool for Generation Artificial Images and Neural Network Training","display_name":"The Ray Tracing based Tool for Generation Artificial Images and Neural Network Training","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3105957522","doi":"https://doi.org/10.5220/0010168102570264","mag":"3105957522"},"language":"en","primary_location":{"id":"doi:10.5220/0010168102570264","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010168102570264","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0010168102570264","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000733831","display_name":"Alexey Kolker","orcid":null},"institutions":[{"id":"https://openalex.org/I91727514","display_name":"Novosibirsk State Technical University","ror":"https://ror.org/01b2f6h61","country_code":"RU","type":"education","lineage":["https://openalex.org/I91727514"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexey Kolker","raw_affiliation_strings":["Faculty of Automation, Novosibirsk State Technical University, Novosibirsk, Russia, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation, Novosibirsk State Technical University, Novosibirsk, Russia, --- Select a Country ---","institution_ids":["https://openalex.org/I91727514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072705619","display_name":"Sofia Oshchepkova","orcid":null},"institutions":[{"id":"https://openalex.org/I91727514","display_name":"Novosibirsk State Technical University","ror":"https://ror.org/01b2f6h61","country_code":"RU","type":"education","lineage":["https://openalex.org/I91727514"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sofia Oshchepkova","raw_affiliation_strings":["Faculty of Automation, Novosibirsk State Technical University, Novosibirsk, Russia, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation, Novosibirsk State Technical University, Novosibirsk, Russia, --- Select a Country ---","institution_ids":["https://openalex.org/I91727514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065265892","display_name":"Zhanna Pershina","orcid":null},"institutions":[{"id":"https://openalex.org/I91727514","display_name":"Novosibirsk State Technical University","ror":"https://ror.org/01b2f6h61","country_code":"RU","type":"education","lineage":["https://openalex.org/I91727514"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Zhanna Pershina","raw_affiliation_strings":["Faculty of Automation, Novosibirsk State Technical University, Novosibirsk, Russia, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automation, Novosibirsk State Technical University, Novosibirsk, Russia, --- Select a Country ---","institution_ids":["https://openalex.org/I91727514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050216480","display_name":"\u041b. \u0414\u0456\u043c\u0456\u0442\u0440\u043e\u0432","orcid":"https://orcid.org/0000-0001-8584-5958"},"institutions":[{"id":"https://openalex.org/I31151848","display_name":"Technical University of Sofia","ror":"https://ror.org/052prhs50","country_code":"BG","type":"education","lineage":["https://openalex.org/I31151848"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Lubomir Dimitrov","raw_affiliation_strings":["Department for Machine Elements and Non-Metallic Constructions, Technical University of Sofia, Sofia, Bulgaria, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Machine Elements and Non-Metallic Constructions, Technical University of Sofia, Sofia, Bulgaria, --- Select a Country ---","institution_ids":["https://openalex.org/I31151848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062172746","display_name":"Vladislav Ivanov","orcid":"https://orcid.org/0000-0001-9365-8546"},"institutions":[{"id":"https://openalex.org/I31151848","display_name":"Technical University of Sofia","ror":"https://ror.org/052prhs50","country_code":"BG","type":"education","lineage":["https://openalex.org/I31151848"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Vladislav Ivanov","raw_affiliation_strings":["Department for Machine Elements and Non-Metallic Constructions, Technical University of Sofia, Sofia, Bulgaria, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Machine Elements and Non-Metallic Constructions, Technical University of Sofia, Sofia, Bulgaria, --- Select a Country ---","institution_ids":["https://openalex.org/I31151848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032122029","display_name":"Aquib Rashid","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124503","display_name":"Fraunhofer Institute for Machine Tools and Forming Technology","ror":"https://ror.org/026taa863","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124503","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Aquib Rashid","raw_affiliation_strings":["Robot System Department, Fraunhofer Institute for Machine Tools and Forming Technology, Chemnitz, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robot System Department, Fraunhofer Institute for Machine Tools and Forming Technology, Chemnitz, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210124503"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087518988","display_name":"Mohamad Bdiwi","orcid":"https://orcid.org/0000-0001-7070-9988"},"institutions":[{"id":"https://openalex.org/I4210124503","display_name":"Fraunhofer Institute for Machine Tools and Forming Technology","ror":"https://ror.org/026taa863","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124503","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mohamad Bdiwi","raw_affiliation_strings":["Robot System Department, Fraunhofer Institute for Machine Tools and Forming Technology, Chemnitz, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robot System Department, Fraunhofer Institute for Machine Tools and Forming Technology, Chemnitz, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210124503"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.28175788,"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":"257","last_page":"264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.5902000069618225,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.5902000069618225,"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.5586000084877014,"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"}},{"id":"https://openalex.org/T14270","display_name":"Simulation and Modeling Applications","score":0.5424000024795532,"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/computer-science","display_name":"Computer science","score":0.7583059668540955},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6835123300552368},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6262714862823486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5900900959968567},{"id":"https://openalex.org/keywords/ray-tracing","display_name":"Ray tracing (physics)","score":0.5412914156913757},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.5280065536499023},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3264089822769165},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0658872127532959}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7583059668540955},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6835123300552368},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6262714862823486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5900900959968567},{"id":"https://openalex.org/C121483023","wikidata":"https://www.wikidata.org/wiki/Q7298343","display_name":"Ray tracing (physics)","level":2,"score":0.5412914156913757},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.5280065536499023},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3264089822769165},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0658872127532959},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.5220/0010168102570264","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010168102570264","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-639516","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-639516.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer ICT","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/412319","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/412319","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/501277","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/501277","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.5220/0010168102570264","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010168102570264","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2054109135","https://openalex.org/W2888673113","https://openalex.org/W2233261550","https://openalex.org/W2012819262","https://openalex.org/W2810751659","https://openalex.org/W2212288070","https://openalex.org/W258997015","https://openalex.org/W2043557177","https://openalex.org/W2349351862"],"abstract_inverted_index":{"Creating":[0],"quality-annotated":[1],"dataset":[2],"is":[3,34],"one":[4],"of":[5,12,28,31,59,62,78],"the":[6,10,21,49,57],"main":[7],"tasks":[8],"in":[9,20],"field":[11],"deep":[13],"learning":[14],"technologies":[15],"for":[16],"pattern":[17],"recognition.":[18],"However,":[19],"real":[22,63],"world,":[23],"collecting":[24],"a":[25],"sufficient":[26],"number":[27],"detailed":[29],"images":[30],"an":[32,41],"object":[33,64],"difficult":[35],"and":[36,76],"time-consuming.":[37],"The":[38],"article":[39],"considers":[40],"approach":[42],"to":[43],"creating":[44],"synthetic":[45,74],"datasets":[46],"based":[47],"on":[48,73],"ray":[50],"tracing":[51],"method.":[52],"This":[53],"paper":[54],"also":[55],"presents":[56],"results":[58],"success":[60],"tests":[61],"image":[65],"segmentation":[66],"by":[67],"convolutional":[68],"neural":[69],"networks,":[70],"trained":[71],"entirely":[72],"data":[75,77],"different":[79],"nature.":[80]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}