{"id":"https://openalex.org/W7225397905","doi":"https://doi.org/10.1007/s00170-026-19443-1","title":"A subpixel vision metrology for industrial workpiece diameter estimation","display_name":"A subpixel vision metrology for industrial workpiece diameter estimation","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225397905","doi":"https://doi.org/10.1007/s00170-026-19443-1"},"language":"en","primary_location":{"id":"doi:10.1007/s00170-026-19443-1","doi":"https://doi.org/10.1007/s00170-026-19443-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00170-026-19443-1","pdf_url":null,"source":{"id":"https://openalex.org/S77056576","display_name":"The International Journal of Advanced Manufacturing Technology","issn_l":"0268-3768","issn":["0268-3768","1433-3015"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of Advanced Manufacturing Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/s00170-026-19443-1","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161128182","display_name":"Ahmad Junaid","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210112203","display_name":"CECOS University","ror":"https://ror.org/01xyxtp53","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210112203"]},{"id":"https://openalex.org/I90610274","display_name":"University of Engineering and Technology Peshawar","ror":"https://ror.org/00p034093","country_code":"PK","type":"education","lineage":["https://openalex.org/I90610274"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ahmad Junaid","raw_affiliation_strings":["Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar, Pakistan","Department of Computer Systems Engineering, University of Engineering and Technology Peshawar, Peshawar, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar, Pakistan","institution_ids":["https://openalex.org/I4210112203"]},{"raw_affiliation_string":"Department of Computer Systems Engineering, University of Engineering and Technology Peshawar, Peshawar, Pakistan","institution_ids":["https://openalex.org/I90610274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161062831","display_name":"Muhammad Abeer Irfan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]},{"id":"https://openalex.org/I90610274","display_name":"University of Engineering and Technology Peshawar","ror":"https://ror.org/00p034093","country_code":"PK","type":"education","lineage":["https://openalex.org/I90610274"]}],"countries":["IE","PK"],"is_corresponding":true,"raw_author_name":"Muhammad Abeer Irfan","raw_affiliation_strings":["Department of Computer Systems Engineering, University of Engineering and Technology Peshawar, Peshawar, Pakistan","School of Computer Science, Technological University Dublin, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Systems Engineering, University of Engineering and Technology Peshawar, Peshawar, Pakistan","institution_ids":["https://openalex.org/I90610274"]},{"raw_affiliation_string":"School of Computer Science, Technological University Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I4210144925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058058306","display_name":"Muftooh Ur Rehman Siddiqi","orcid":"https://orcid.org/0000-0002-7209-7863","observed_orcids":["https://orcid.org/0000-0002-7209-7863"]},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Muftooh ur Rehman Siddiqi","raw_affiliation_strings":["Smart and Sustainable Manufacturing Research Centre, Department of Mechatronics and Biomedical Engineering, Aston University, Birmingham, B4 7ET, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart and Sustainable Manufacturing Research Centre, Department of Mechatronics and Biomedical Engineering, Aston University, Birmingham, B4 7ET, U.K","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161034494","display_name":"Umar Riaz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210112203","display_name":"CECOS University","ror":"https://ror.org/01xyxtp53","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210112203"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Umar Riaz","raw_affiliation_strings":["Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar, Pakistan","institution_ids":["https://openalex.org/I4210112203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120983751","display_name":"Abuzar Khan","orcid":"https://orcid.org/0009-0007-0994-7742","observed_orcids":["https://orcid.org/0009-0007-0994-7742"]},"institutions":[{"id":"https://openalex.org/I4210112203","display_name":"CECOS University","ror":"https://ror.org/01xyxtp53","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210112203"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Abuzar Khan","raw_affiliation_strings":["Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar, Pakistan"],"raw_orcid":"https://orcid.org/0009-0007-0994-7742","affiliations":[{"raw_affiliation_string":"Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar, Pakistan","institution_ids":["https://openalex.org/I4210112203"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058058306","https://openalex.org/A5161062831"],"corresponding_institution_ids":["https://openalex.org/I169199633","https://openalex.org/I4210144925","https://openalex.org/I90610274"],"apc_list":{"value":3990,"currency":"USD","value_usd":3990},"apc_paid":{"value":3990,"currency":"USD","value_usd":3990},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.33469998836517334,"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"}},"topics":[{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.33469998836517334,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.31150001287460327,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.30219998955726624,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/coordinate-measuring-machine-comparison","display_name":"coordinate measuring machine comparison","score":0.828000009059906}],"concepts":[{"id":"https://openalex.org/C68516990","wikidata":"https://www.wikidata.org/wiki/Q452912","display_name":"Subpixel rendering","level":3,"score":0.972599983215332},{"id":"https://openalex.org/C195766429","wikidata":"https://www.wikidata.org/wiki/Q394","display_name":"Metrology","level":2,"score":0.8248000144958496},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6004999876022339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49160000681877136},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.43720000982284546},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.43130001425743103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4253999888896942},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3865000009536743},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.3463999927043915},{"id":"https://openalex.org/C5941749","wikidata":"https://www.wikidata.org/wiki/Q19768","display_name":"Machine tool","level":2,"score":0.3280999958515167},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3068999946117401},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29179999232292175},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.2583000063896179}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00170-026-19443-1","doi":"https://doi.org/10.1007/s00170-026-19443-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00170-026-19443-1","pdf_url":null,"source":{"id":"https://openalex.org/S77056576","display_name":"The International Journal of Advanced Manufacturing Technology","issn_l":"0268-3768","issn":["0268-3768","1433-3015"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of Advanced Manufacturing Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00170-026-19443-1","doi":"https://doi.org/10.1007/s00170-026-19443-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00170-026-19443-1","pdf_url":null,"source":{"id":"https://openalex.org/S77056576","display_name":"The International Journal of Advanced Manufacturing Technology","issn_l":"0268-3768","issn":["0268-3768","1433-3015"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of Advanced Manufacturing Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1540064559","https://openalex.org/W1980627595","https://openalex.org/W2016210396","https://openalex.org/W2019355986","https://openalex.org/W2033819227","https://openalex.org/W2039240409","https://openalex.org/W2476548250","https://openalex.org/W2601564443","https://openalex.org/W2607333215","https://openalex.org/W3025592463","https://openalex.org/W3128670286","https://openalex.org/W3193449187","https://openalex.org/W3199674404","https://openalex.org/W3204163701","https://openalex.org/W4205456660","https://openalex.org/W4221018192","https://openalex.org/W4221066005","https://openalex.org/W4281477349","https://openalex.org/W4283359581","https://openalex.org/W4290043210","https://openalex.org/W4292688144","https://openalex.org/W4294168482","https://openalex.org/W4297521560","https://openalex.org/W4306770013","https://openalex.org/W4313518569","https://openalex.org/W4317617545","https://openalex.org/W4317790276","https://openalex.org/W4318819768","https://openalex.org/W4319163914","https://openalex.org/W4320730661","https://openalex.org/W4321793403","https://openalex.org/W4361281726","https://openalex.org/W4363674709","https://openalex.org/W4382723693","https://openalex.org/W4383217851","https://openalex.org/W4384405843","https://openalex.org/W4385460669","https://openalex.org/W4386400757","https://openalex.org/W4386857432","https://openalex.org/W4387618450","https://openalex.org/W4388037272","https://openalex.org/W4389449405","https://openalex.org/W4390102482","https://openalex.org/W4390582575","https://openalex.org/W4391753097","https://openalex.org/W4392746178","https://openalex.org/W4399261121","https://openalex.org/W4399533755","https://openalex.org/W4400974979","https://openalex.org/W4403734594","https://openalex.org/W4403815708","https://openalex.org/W4404800855","https://openalex.org/W4404890824","https://openalex.org/W4407369584","https://openalex.org/W4409423635","https://openalex.org/W4409577442","https://openalex.org/W4412623358","https://openalex.org/W4413220966","https://openalex.org/W4413816867","https://openalex.org/W4415613977","https://openalex.org/W6884309634","https://openalex.org/W7116714919","https://openalex.org/W7126437455","https://openalex.org/W7133305395","https://openalex.org/W7134987234","https://openalex.org/W7154473621"],"related_works":["https://openalex.org/W2392678345","https://openalex.org/W3110746900","https://openalex.org/W2586781147","https://openalex.org/W2131560876","https://openalex.org/W2726513602","https://openalex.org/W2269884437","https://openalex.org/W2273750056","https://openalex.org/W4296449226","https://openalex.org/W2834513105","https://openalex.org/W205714063"],"abstract_inverted_index":{"Accurate":[0],"non-contact":[1],"diameter":[2,73],"measurement":[3],"is":[4],"essential":[5],"for":[6,117],"industrial":[7,118],"inspection.":[8,120],"This":[9],"study":[10],"introduces":[11],"OneShot-SPRDN,":[12],"a":[13,72,89],"one-shot":[14],"vision-metrology":[15],"framework":[16,28],"combining":[17],"support-guided":[18],"boundary":[19],"localization,":[20],"subpixel":[21,37],"offset":[22],"prediction":[23],"and":[24,32,39,51,63,110],"checkerboard-based":[25],"calibration.":[26],"The":[27,98],"uses":[29],"RGB,":[30],"mask":[31],"masked-image":[33],"inputs":[34],"to":[35],"reconstruct":[36],"contours":[38],"estimate":[40],"rod":[41],"diameters.":[42],"Evaluation":[43],"includes":[44],"an":[45],"original":[46],"$$0^\\circ":[47],"$$":[48],"reference":[49,68,84],"image":[50],"four":[52],"additional":[53,99],"images":[54],"of":[55,74,85,94],"two":[56],"metallic":[57],"workpieces":[58],"with":[59,78,103],"varying":[60],"diameters,":[61],"illumination":[62],"camera-framing":[64],"conditions.":[65],"For":[66],"the":[67,79,114],"image,":[69],"OneShot-SPRDN":[70],"estimates":[71],"$$28.243~\\textrm{mm}$$":[75],",":[76,87],"compared":[77],"coordinate":[80],"measuring":[81],"machine":[82],"(CMM)":[83],"$$28.237~\\textrm{mm}$$":[86],"yielding":[88],"mean":[90],"absolute":[91],"error":[92],"(MAE)":[93],"$$6.000~\\mu":[95],"\\textrm{m}$$":[96],".":[97],"evaluations":[100],"show":[101],"agreement":[102],"CMM":[104],"measurements":[105],"across":[106],"different":[107],"workpiece":[108],"geometries":[109],"imaging":[111],"conditions,":[112],"supporting":[113],"framework\u2019s":[115],"potential":[116],"dimensional":[119]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-11-07T00:00:00"}