{"id":"https://openalex.org/W7164130461","doi":"https://doi.org/10.1109/fccm68464.2026.00037","title":"Adaptive AIE\u2013PL Systems for Efficient End-to-End Pyramidal 3D Image Registration","display_name":"Adaptive AIE\u2013PL Systems for Efficient End-to-End Pyramidal 3D Image Registration","publication_year":2026,"publication_date":"2026-05-13","ids":{"openalex":"https://openalex.org/W7164130461","doi":"https://doi.org/10.1109/fccm68464.2026.00037"},"language":"en","primary_location":{"id":"doi:10.1109/fccm68464.2026.00037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fccm68464.2026.00037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 34th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.ed.ac.uk/en/publications/61d77ee0-721e-40a6-9dfb-2f397b2f19ec","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103099232","display_name":"Giuseppe Sorrentino","orcid":"https://orcid.org/0009-0009-3025-8620"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Sorrentino","raw_affiliation_strings":["Politecnico di Milano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138359772","display_name":"Paolo S. Galfano","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo S. Galfano","raw_affiliation_strings":["Politecnico di Milano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130401222","display_name":"Claudio Di Salvo","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Di Salvo","raw_affiliation_strings":["Politecnico di Milano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089461923","display_name":"Eleonora D\u2019Arnese","orcid":"https://orcid.org/0000-0002-6967-5079"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Eleonora D\u2019Arnese","raw_affiliation_strings":["University of Edinburgh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031247318","display_name":"Davide Conficconi","orcid":"https://orcid.org/0000-0002-5834-0812"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Conficconi","raw_affiliation_strings":["Politecnico di Milano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.7524,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.99135652,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"194","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.2671000063419342,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.2671000063419342,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.05310000106692314,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.0406000018119812,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.5878999829292297},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3443000018596649},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.31929999589920044},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.29429998993873596},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2930000126361847}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.692300021648407},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6721000075340271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5949000120162964},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.5878999829292297},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3443000018596649},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.31929999589920044},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.29429998993873596},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.2750999927520752},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2619999945163727}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fccm68464.2026.00037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fccm68464.2026.00037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 34th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/61d77ee0-721e-40a6-9dfb-2f397b2f19ec","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/61d77ee0-721e-40a6-9dfb-2f397b2f19ec","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sorrentino, G, Galfano, P S, Di Salvo, C, D'Arnese, E & Conficconi, D 2026, Adaptive AIE\u2013PL systems for efficient end-to-end pyramidal 3D image registration. in 2026 IEEE 34th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM). Proceedings of the Annual IEEE Symposium on Field-Programmable Custom Computing Machines, Institute of Electrical and Electronics Engineers, pp. 194-203, 34th IEEE International Symposium on Field-Programmable Custom Computing Machines, Atlanta, Georgia, United States, 13/05/26. https://doi.org/10.1109/FCCM68464.2026.00037","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.ed.ac.uk:openaire/61d77ee0-721e-40a6-9dfb-2f397b2f19ec","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/61d77ee0-721e-40a6-9dfb-2f397b2f19ec","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sorrentino, G, Galfano, P S, Di Salvo, C, D'Arnese, E & Conficconi, D 2026, Adaptive AIE\u2013PL systems for efficient end-to-end pyramidal 3D image registration. in 2026 IEEE 34th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM). Proceedings of the Annual IEEE Symposium on Field-Programmable Custom Computing Machines, Institute of Electrical and Electronics Engineers, pp. 194-203, 34th IEEE International Symposium on Field-Programmable Custom Computing Machines, Atlanta, Georgia, United States, 13/05/26. https://doi.org/10.1109/FCCM68464.2026.00037","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1963623641","https://openalex.org/W1988888548","https://openalex.org/W1991900639","https://openalex.org/W2016285626","https://openalex.org/W2023804683","https://openalex.org/W2028525469","https://openalex.org/W2028911404","https://openalex.org/W2051869252","https://openalex.org/W2058480247","https://openalex.org/W2063815712","https://openalex.org/W2083927153","https://openalex.org/W2109318357","https://openalex.org/W2123655559","https://openalex.org/W2141104431","https://openalex.org/W2142641676","https://openalex.org/W2147555557","https://openalex.org/W2159651756","https://openalex.org/W2167008350","https://openalex.org/W2783174608","https://openalex.org/W2790678706","https://openalex.org/W2793705991","https://openalex.org/W2915644294","https://openalex.org/W2963917313","https://openalex.org/W3008230609","https://openalex.org/W3019560945","https://openalex.org/W3025573667","https://openalex.org/W3129512572","https://openalex.org/W3140285855","https://openalex.org/W4225960034","https://openalex.org/W4310551570","https://openalex.org/W4386569012","https://openalex.org/W4390993509","https://openalex.org/W4391455288","https://openalex.org/W4399723106","https://openalex.org/W4401331008","https://openalex.org/W4402384838","https://openalex.org/W4406014947","https://openalex.org/W4407953492","https://openalex.org/W4409263312","https://openalex.org/W4410810258","https://openalex.org/W4410810368","https://openalex.org/W4411725362","https://openalex.org/W4413145042"],"related_works":[],"abstract_inverted_index":{"Modern":[0],"accelerators":[1,96],"maximize":[2,177],"throughput":[3],"through":[4,55],"aggressive":[5],"specialization.":[6],"However,":[7],"in":[8,43],"many":[9],"real-world":[10],"applications,":[11],"workloads":[12],"often":[13],"vary":[14],"at":[15],"runtime,":[16],"requiring":[17],"multiple":[18],"bitstreams":[19],"to":[20,63,91,113,193],"handle":[21],"such":[22,171],"changes.":[23],"As":[24],"a":[25,88,117,126,138,152,190,208,226,230],"result,":[26],"frequent":[27],"reconfigurations":[28],"introduce":[29],"substantial":[30],"overhead":[31],"that":[32,97,121,188],"can":[33],"dominate":[34],"end-to-end":[35,221],"execution":[36],"time.":[37],"This":[38],"issue":[39],"is":[40],"particularly":[41],"evident":[42],"AIE\u2013PL":[44,95,154],"systems,":[45],"where":[46],"statically":[47],"scheduled":[48],"AI":[49],"Engines":[50],"(AIEs)":[51],"achieve":[52],"high":[53],"performance":[54,214],"compile-time":[56],"optimization":[57],"and":[58,115,165,203,229],"are":[59,78],"therefore":[60],"typically":[61],"tailored":[62],"fixed":[64],"workloads.":[65],"Although":[66],"AIEs":[67],"support":[68],"Runtime":[69],"Parameters":[70],"(RTPs)":[71],"under":[72],"Processing":[73],"System":[74],"(PS)":[75],"orchestration,":[76],"RTPs":[77],"impractical":[79],"for":[80,104,143,156],"discrete":[81,105],"hosts.":[82,106],"For":[83],"this":[84],"reason,":[85],"we":[86,135,180],"present":[87],"structured":[89],"approach":[90,148],"designing":[92],"single-bitstream,":[93],"runtime-adaptable":[94],"does":[98],"not":[99],"rely":[100],"on":[101],"RTPs,":[102],"suitable":[103],"We":[107,145],"exploit":[108],"the":[109,199,220,236],"Programmable":[110],"Logic":[111],"(PL)":[112],"generate":[114],"stream":[116],"compact":[118],"metadata":[119],"packet":[120],"distributes":[122],"workload":[123],"configuration":[124],"across":[125],"directed":[127],"AIE":[128],"graph":[129],"before":[130],"computation.":[131],"By":[132],"doing":[133],"so,":[134],"deliberately":[136],"trade":[137],"fraction":[139],"of":[140],"fixed-instance":[141],"efficiency":[142,234],"flexibility.":[144],"validate":[146],"our":[147],"by":[149],"devising":[150],"PeterPan,":[151],"software-programmable":[153],"accelerator":[155,200,213],"3D":[157],"image":[158],"registration.":[159,175],"PeterPan":[160,178,210,224],"supports":[161],"runtime-varying":[162],"problem":[163],"sizes":[164],"integrates":[166],"seamlessly":[167],"into":[168],"multi-stage":[169],"pipelines,":[170],"as":[172],"pyramidal":[173],"(coarse-to-fine)":[174],"To":[176],"utilization,":[179],"couple":[181],"it":[182],"with":[183],"an":[184],"ad-hoc":[185],"software":[186,217],"module":[187],"employs":[189],"novel":[191],"heuristic":[192],"rapidly":[194],"select":[195],"informative":[196],"sub-volumes,":[197],"keeping":[198],"continuously":[201],"fed":[202],"preventing":[204],"input-side":[205],"stalls.":[206],"On":[207],"VCK5000,":[209],"matches":[211],"state-of-the-art":[212,237],"while":[215],"retaining":[216],"programmability.":[218],"In":[219],"task,":[222],"instead,":[223],"delivers":[225],"3.06\u00d7":[227],"speedup":[228],"2.74\u00d7":[231],"higher":[232],"energy":[233],"than":[235],"AIE-PL":[238],"accelerator.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2026-06-11T00:00:00"}
