{"id":"https://openalex.org/W2773094683","doi":"https://doi.org/10.18420/in2017_221","title":"Fast and accurate creation of annotated head pose image test beds as prerequisite for training neural networks","display_name":"Fast and accurate creation of annotated head pose image test beds as prerequisite for training neural networks","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2773094683","doi":"https://doi.org/10.18420/in2017_221","mag":"2773094683"},"language":"en","primary_location":{"id":"doi:10.18420/in2017_221","is_oa":true,"landing_page_url":"https://doi.org/10.18420/in2017_221","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210134436","host_organization_name":"German Informatics Society","host_organization_lineage":["https://openalex.org/I4210134436"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/in2017_221","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038259339","display_name":"Danny Kowerko","orcid":"https://orcid.org/0000-0002-4538-7814"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kowerko, Danny","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071538849","display_name":"Robert Manthey","orcid":"https://orcid.org/0009-0007-4243-5343"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manthey, Robert","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002753087","display_name":"Marcel Heinz","orcid":"https://orcid.org/0000-0003-0586-6981"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heinz, Marcel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013636689","display_name":"Thomas Kronfeld","orcid":"https://orcid.org/0000-0002-6399-8352"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kronfeld, Thomas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5056187644","display_name":"Guido Brunnett","orcid":"https://orcid.org/0000-0002-8224-015X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brunnett, Guido","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.14521237,"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":"2221","last_page":"2229"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.858299970626831,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T14510","display_name":"Medical Imaging and Analysis","score":0.858299970626831,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11448","display_name":"Face recognition and analysis","score":0.8450999855995178,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.7333999872207642,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7008973956108093},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6620479226112366},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.6382445096969604},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6362910866737366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5934493541717529},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5169536471366882},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5049479603767395},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4785745441913605},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4209926426410675},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3441047966480255},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18852433562278748},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14971351623535156}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7008973956108093},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6620479226112366},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.6382445096969604},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6362910866737366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5934493541717529},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5169536471366882},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5049479603767395},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4785745441913605},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4209926426410675},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3441047966480255},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18852433562278748},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14971351623535156},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","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":2,"locations":[{"id":"doi:10.18420/in2017_221","is_oa":true,"landing_page_url":"https://doi.org/10.18420/in2017_221","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210134436","host_organization_name":"German Informatics Society","host_organization_lineage":["https://openalex.org/I4210134436"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:2773094683","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/gi/gi2017.html#KowerkoMHKB17","pdf_url":null,"source":{"id":"https://openalex.org/S4306511462","display_name":"GI-Jahrestagung","issn_l":null,"issn":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"GI-Jahrestagung","raw_type":null}],"best_oa_location":{"id":"doi:10.18420/in2017_221","is_oa":true,"landing_page_url":"https://doi.org/10.18420/in2017_221","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210134436","host_organization_name":"German Informatics Society","host_organization_lineage":["https://openalex.org/I4210134436"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3155801858","https://openalex.org/W3108384464","https://openalex.org/W1856205094","https://openalex.org/W3000558650","https://openalex.org/W2045676651","https://openalex.org/W1976333597","https://openalex.org/W2123555505","https://openalex.org/W2092983339","https://openalex.org/W52120238","https://openalex.org/W1523422651","https://openalex.org/W1968716783","https://openalex.org/W1883314369","https://openalex.org/W2099272513","https://openalex.org/W2121864739","https://openalex.org/W2154446047","https://openalex.org/W1513831711","https://openalex.org/W3091407409","https://openalex.org/W2046217232","https://openalex.org/W2122346146","https://openalex.org/W2009850043"],"abstract_inverted_index":{"In":[0],"this":[1,41,44],"paper":[2],"we":[3,48,103,158],"present":[4],"an":[5],"experimental":[6],"setup":[7],"consisting":[8],"of":[9,36,65,75,81,89,98,122,134,171,188,192,200,224],"36":[10,50,94,116,193],"cameras":[11],"on":[12],"4":[13],"height":[14],"levels":[15],"covering":[16],"more":[17,227],"than":[18,77],"half":[19],"space":[20],"around":[21],"a":[22,33,99,114,130,186,222],"centrally":[23],"sitting":[24],"person.":[25],"The":[26,120],"synchronous":[27],"image":[28,139],"release":[29],"allows":[30],"to":[31,63,126,167,185,215],"build":[32],"3D":[34,96,124,161],"model":[35,125,162],"the":[37,90,93,123,127,135,172,217,234],"human":[38,100],"torso":[39],"in":[40,54,58,92,117,137,163,177,239],"position.":[42],"Using":[43,205],"so-called":[45],"body":[46],"scanner":[47],"recorded":[49],"different":[51,66,148],"positions":[52],"giving":[53],"total":[55,194],"1296":[56,106],"images":[57,170],"several":[59],"minutes":[60],"obtaining":[61],"tens":[62],"hundreds":[64],"pitch-roll-yaw":[67,173],"head":[68,201],"pose":[69],"combinations":[70],"with":[71,165],"very":[72],"high":[73],"precision":[74],"less":[76],"+-5.":[78],"From":[79],"annotation":[80,118],"7":[82,108,235],"facial":[83,110,237],"keypoints":[84,238],"(ears,":[85],"eyes,":[86],"nose,":[87],"corners":[88],"mouth)":[91],"calculated":[95],"models":[97],"head/upper":[101],"body,":[102],"automatically":[104],"get":[105],"x":[107],"2D":[109],"landmark":[111],"points":[112],"saving":[113],"factor":[115,223],"time.":[119],"projection":[121],"camera":[128,195],"provides":[129],"foreground/background":[131],"separation":[132],"mask":[133],"person":[136],"each":[138,240],"usable":[140],"for":[141,151,210],"data":[142,218],"set":[143,219],"augmentation":[144],"e.g.":[145],"by":[146,221],"inserting":[147],"backgrounds":[149],"(required":[150],"training":[152],"convolutional":[153],"neural":[154],"networks,":[155],"CNNs).":[156],"Moreover,":[157],"utilize":[159],"our":[160],"combination":[164],"textures":[166],"create":[168],"realistic":[169],"range":[174],"not":[175],"assessed":[176],"experiments.":[178],"This":[179],"interpolation":[180,199,206],"is":[181,203],"ad":[182],"hoc":[183],"applicable":[184],"subset":[187],"10":[189],"central":[190],"out":[191],"views":[196],"where":[197],"fine-grained":[198],"poses":[202],"possible.":[204],"and":[207,233],"background":[208,211],"masks":[209],"exchange":[212],"enables":[213],"us":[214],"augment":[216],"easily":[220],"1000":[225],"or":[226],"knowing":[228],"precisely":[229],"pitch,":[230],"roll,":[231],"yaw":[232],"annotated":[236],"image.":[241]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2025-10-10T00:00:00"}
