{"id":"https://openalex.org/W4400908951","doi":"https://doi.org/10.1109/siu61531.2024.10601037","title":"Exploring the Newly Introduced Data Augmentation Technique in TensorFlow Library","display_name":"Exploring the Newly Introduced Data Augmentation Technique in TensorFlow Library","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4400908951","doi":"https://doi.org/10.1109/siu61531.2024.10601037"},"language":"en","primary_location":{"id":"doi:10.1109/siu61531.2024.10601037","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/siu61531.2024.10601037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"article","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/A5054279184","display_name":"Onur Ardi\u00e7","orcid":"https://orcid.org/0000-0002-9746-8472"},"institutions":[{"id":"https://openalex.org/I4210116985","display_name":"Sakarya E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/02h67ht97","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210116985"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Onur Ardi\u00e7","raw_affiliation_strings":["Sakarya Üniversitesi,Elektrik-Elektronik Mühendisliği,Sakarya,TÜRKİYE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sakarya Üniversitesi,Elektrik-Elektronik Mühendisliği,Sakarya,TÜRKİYE","institution_ids":["https://openalex.org/I4210116985"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019064729","display_name":"G\u00f6k\u00e7en \u00c7etinel","orcid":"https://orcid.org/0000-0002-1999-2797"},"institutions":[{"id":"https://openalex.org/I4210116985","display_name":"Sakarya E\u011fitim ve Ara\u015ft\u0131rma Hastanesi","ror":"https://ror.org/02h67ht97","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210116985"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"G\u00f6k\u00e7en \u00c7etinel","raw_affiliation_strings":["Sakarya Üniversitesi,Elektrik-Elektronik Mühendisliği,Sakarya,TÜRKİYE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sakarya Üniversitesi,Elektrik-Elektronik Mühendisliği,Sakarya,TÜRKİYE","institution_ids":["https://openalex.org/I4210116985"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210116985"],"apc_list":null,"apc_paid":null,"fwci":0.889,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84725183,"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":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.7426000237464905,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.7426000237464905,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7119431495666504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5622074604034424},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34678494930267334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7119431495666504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5622074604034424},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34678494930267334}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu61531.2024.10601037","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/siu61531.2024.10601037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 32nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"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/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Libraries":[0],"such":[1,19,32],"as":[2,20],"TensorFlow":[3,44,83],"provide":[4],"various":[5],"tools":[6],"for":[7,141],"implementing":[8],"live":[9,38,51],"data":[10,39,52,119,150],"augmentation":[11,40,53],"methods.":[12],"However,":[13],"in":[14,42,62,197],"practical":[15],"applications,":[16],"common":[17],"situations":[18],"objects":[21,123],"arriving":[22],"at":[23,156],"different":[24,143,157],"angles":[25],"can":[26,56,94],"negatively":[27],"impact":[28],"system":[29],"performance.":[30],"For":[31],"factors,":[33],"there":[34],"is":[35,79,85],"no":[36],"dedicated":[37],"method":[41,54,169,177],"the":[43,63,82,90,101,153,163,167,171,175,188],"library.":[45],"In":[46],"this":[47,74],"study,":[48],"a":[49,97,131],"new":[50,168],"that":[55,162],"perform":[57,96],"real-time":[58],"random":[59],"rotation":[60,99],"operations":[61],"user-specified":[64],"angle":[65],"and":[66,113],"axis":[67],"range":[68],"has":[69],"been":[70],"developed":[71],"to":[72,180,187],"overcome":[73],"deficiency.":[75],"This":[76,182],"method,":[77,92],"which":[78,93],"integrated":[80],"into":[81],"library,":[84],"much":[86],"more":[87],"flexible":[88],"than":[89],"existing":[91,176],"only":[95],"90\u00b0":[98],"on":[100,109,124,145],"X-Y":[102],"axis.":[103],"Artificial":[104],"intelligence":[105],"training":[106,137],"was":[107,160],"performed":[108],"standard":[110],"(existing":[111],"method)":[112,116],"modified":[114],"(new":[115],"model":[117,164,172],"master":[118],"by":[120,178],"labeling":[121],"2800":[122],"1060":[125],"images":[126],"of":[127,190],"parts":[128,192],"obtained":[129],"from":[130,152],"private":[132],"automotive":[133],"manufacturing":[134],"facility.":[135],"The":[136],"results":[138],"were":[139],"tested":[140],"five":[142],"scenarios":[144],"an":[146],"additional":[147],"115":[148],"image":[149],"collected":[151],"production":[154],"facility":[155],"times.":[158],"It":[159],"found":[161],"trained":[165,173],"with":[166,174,193],"outperformed":[170],"up":[179],"2.6%.":[181],"study":[183],"will":[184],"significantly":[185],"contribute":[186],"detection":[189],"moving":[191],"higher":[194],"accuracy,":[195],"especially":[196],"vision-based":[198],"systems.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}