{"id":"https://openalex.org/W3189896374","doi":"https://doi.org/10.25080/majora-1b6fd038-013","title":"CNN Based ToF Image Processing","display_name":"CNN Based ToF Image Processing","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3189896374","doi":"https://doi.org/10.25080/majora-1b6fd038-013","mag":"3189896374"},"language":"en","primary_location":{"id":"doi:10.25080/majora-1b6fd038-013","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-1b6fd038-013","pdf_url":"http://conference.scipy.org/proceedings/scipy2021/pdfs/trai.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://conference.scipy.org/proceedings/scipy2021/pdfs/trai.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065415785","display_name":"Marian-Leontin Pop","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marian-Leontin Pop","raw_affiliation_strings":["Technical University of Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075617271","display_name":"Szil\u00e1rd Moln\u00e1r","orcid":"https://orcid.org/0009-0002-8295-6702"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Szilard Molnar","raw_affiliation_strings":["Technical University of Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103883205","display_name":"Alexandru Pop","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexandru Pop","raw_affiliation_strings":["https://www.youtube.com"],"affiliations":[{"raw_affiliation_string":"https://www.youtube.com","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090224347","display_name":"Benjamin Kel\u00e9nyi","orcid":"https://orcid.org/0000-0002-9042-5672"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Benjamin Kelenyi","raw_affiliation_strings":["Technical University of Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020364739","display_name":"Levente Tam\u00e1s","orcid":"https://orcid.org/0000-0002-8583-8296"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Levente Tamas","raw_affiliation_strings":["Technical University of Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046136367","display_name":"Andrei Cozma","orcid":"https://orcid.org/0009-0001-3670-0813"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Andrei Cozma","raw_affiliation_strings":["Technical University of Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca","institution_ids":["https://openalex.org/I158333966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5020364739"],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":null,"apc_paid":null,"fwci":0.4039,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7820876,"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":"148","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.8119462728500366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7856975793838501},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7795822024345398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6963781118392944},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6455972194671631},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.6161566376686096},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5039851069450378},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4544917941093445},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.34863561391830444},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2946125864982605}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.8119462728500366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7856975793838501},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7795822024345398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6963781118392944},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6455972194671631},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.6161566376686096},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5039851069450378},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4544917941093445},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.34863561391830444},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2946125864982605},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25080/majora-1b6fd038-013","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-1b6fd038-013","pdf_url":"http://conference.scipy.org/proceedings/scipy2021/pdfs/trai.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.25080/majora-1b6fd038-013","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-1b6fd038-013","pdf_url":"http://conference.scipy.org/proceedings/scipy2021/pdfs/trai.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[{"id":"https://openalex.org/G1265916763","display_name":null,"funder_award_id":"CNCS-UEFISCDI","funder_id":"https://openalex.org/F4320323444","funder_display_name":"Autoritatea National\u0103 pentru Cercetare Stiintific\u0103"},{"id":"https://openalex.org/G1417349332","display_name":null,"funder_award_id":"PN-III-P2-2.1-PTE-2019","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"},{"id":"https://openalex.org/G5446915556","display_name":null,"funder_award_id":"UEFISCDI","funder_id":"https://openalex.org/F4320323444","funder_display_name":"Autoritatea National\u0103 pentru Cercetare Stiintific\u0103"},{"id":"https://openalex.org/G5744139773","display_name":null,"funder_award_id":"PN-III-P2-2.1-PTE-2019-0367","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"},{"id":"https://openalex.org/G6703262589","display_name":null,"funder_award_id":"PN-III-P2-2","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320323444","display_name":"Autoritatea National\u0103 pentru Cercetare Stiintific\u0103","ror":"https://ror.org/03padf885"},{"id":"https://openalex.org/F4320323983","display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii","ror":"https://ror.org/01q7jq182"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3189896374.pdf","grobid_xml":"https://content.openalex.org/works/W3189896374.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2152864241","https://openalex.org/W2343720045","https://openalex.org/W2528301908","https://openalex.org/W2560609797","https://openalex.org/W2565639579","https://openalex.org/W2965736780","https://openalex.org/W2982024564","https://openalex.org/W3001528490","https://openalex.org/W3011120345","https://openalex.org/W3131818940","https://openalex.org/W3133749673","https://openalex.org/W3153052318","https://openalex.org/W3212271968"],"related_works":["https://openalex.org/W2736638679","https://openalex.org/W4306804934","https://openalex.org/W4313046826","https://openalex.org/W1968716783","https://openalex.org/W54333131","https://openalex.org/W3108980762","https://openalex.org/W2286009621","https://openalex.org/W4282941460","https://openalex.org/W2567319754","https://openalex.org/W2945473631"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"a":[3],"Time":[4],"of":[5],"Flight":[6],"(ToF)":[7],"camera":[8],"specific":[9],"data":[10,75],"processing":[11],"pipeline":[12,41],"is":[13,47],"presented,":[14],"followed":[15],"by":[16],"real":[17],"life":[18],"applications":[19,24],"using":[20],"artificial":[21],"intelligence.":[22],"These":[23],"include":[25],"use":[26],"cases":[27],"such":[28],"as":[29],"gesture":[30],"recognition,":[31],"movement":[32],"direction":[33],"estimation":[34,46,60],"or":[35],"physical":[36],"exercises":[37],"monitoring.":[38],"The":[39,63],"whole":[40],"for":[42],"the":[43,58],"body":[44],"pose":[45,59],"described":[48],"in":[49],"details,":[50],"starting":[51],"from":[52,76],"generating":[53],"and":[54,61,71],"training":[55],"phases":[56],"to":[57],"deployment.":[62],"final":[64],"deployment":[65],"targets":[66],"were":[67],"Nvidia":[68],"Xavier":[69],"NX":[70],"AGX":[72],"platforms":[73],"receiving":[74],"an":[77],"Analog":[78],"Devices":[79],"ToF":[80],"camera.":[81]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}