{"id":"https://openalex.org/W6888561195","doi":"https://doi.org/10.21227/vwrx-yw83","title":"Focus and Motion Blur in Microscopy (FaMM)","display_name":"Focus and Motion Blur in Microscopy (FaMM)","publication_year":2023,"publication_date":"2023-05-31","ids":{"openalex":"https://openalex.org/W6888561195","doi":"https://doi.org/10.21227/vwrx-yw83"},"language":"en","primary_location":{"id":"doi:10.21227/vwrx-yw83","is_oa":true,"landing_page_url":"https://doi.org/10.21227/vwrx-yw83","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.21227/vwrx-yw83","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Krawczyk, Patrick","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136950","display_name":"Hochschule Aalen","ror":"https://ror.org/04gg60e72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210136950"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Krawczyk, Patrick","raw_affiliation_strings":["Aalen University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalen University","institution_ids":["https://openalex.org/I4210136950"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jansche, Andreas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136950","display_name":"Hochschule Aalen","ror":"https://ror.org/04gg60e72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210136950"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jansche, Andreas","raw_affiliation_strings":["Aalen University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalen University","institution_ids":["https://openalex.org/I4210136950"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bernthaler, Timo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136950","display_name":"Hochschule Aalen","ror":"https://ror.org/04gg60e72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210136950"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernthaler, Timo","raw_affiliation_strings":["Aalen University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalen University","institution_ids":["https://openalex.org/I4210136950"]}]},{"author_position":"last","author":{"id":null,"display_name":"Schneider, Gerhard","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136950","display_name":"Hochschule Aalen","ror":"https://ror.org/04gg60e72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210136950"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Schneider, Gerhard","raw_affiliation_strings":["Aalen University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalen University","institution_ids":["https://openalex.org/I4210136950"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210136950"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/deblurring","display_name":"Deblurring","score":0.7828999757766724},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.7020000219345093},{"id":"https://openalex.org/keywords/motion-blur","display_name":"Motion blur","score":0.6991000175476074},{"id":"https://openalex.org/keywords/autofocus","display_name":"Autofocus","score":0.5590000152587891},{"id":"https://openalex.org/keywords/microscope","display_name":"Microscope","score":0.48809999227523804},{"id":"https://openalex.org/keywords/microscopy","display_name":"Microscopy","score":0.46970000863075256},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42590001225471497}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.7828999757766724},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7445999979972839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7422999739646912},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.7020000219345093},{"id":"https://openalex.org/C2777708103","wikidata":"https://www.wikidata.org/wiki/Q852589","display_name":"Motion blur","level":3,"score":0.6991000175476074},{"id":"https://openalex.org/C103764139","wikidata":"https://www.wikidata.org/wiki/Q210008","display_name":"Autofocus","level":3,"score":0.5590000152587891},{"id":"https://openalex.org/C67649825","wikidata":"https://www.wikidata.org/wiki/Q196538","display_name":"Microscope","level":2,"score":0.48809999227523804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4875999987125397},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.46970000863075256},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42590001225471497},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.42080000042915344},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4081999957561493},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.3903000056743622},{"id":"https://openalex.org/C119657128","wikidata":"https://www.wikidata.org/wiki/Q11633","display_name":"Photography","level":2,"score":0.33889999985694885},{"id":"https://openalex.org/C16635281","wikidata":"https://www.wikidata.org/wiki/Q496098","display_name":"Casting","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C77017923","wikidata":"https://www.wikidata.org/wiki/Q912313","display_name":"Optical microscope","level":3,"score":0.3131999969482422},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3068000078201294},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.29159998893737793},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.25440001487731934},{"id":"https://openalex.org/C89002693","wikidata":"https://www.wikidata.org/wiki/Q1538481","display_name":"Depth of focus (tectonics)","level":4,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21227/vwrx-yw83","is_oa":true,"landing_page_url":"https://doi.org/10.21227/vwrx-yw83","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.21227/vwrx-yw83","is_oa":true,"landing_page_url":"https://doi.org/10.21227/vwrx-yw83","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.42686915397644043}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"A":[0],"novel":[1],"image":[2,25,32],"deblurring":[3],"dataset":[4,12,30,52,70],"for":[5,26,87],"materials":[6],"science":[7],"and":[8,18,21,47,62,79,90],"light-optical":[9],"microscopy.":[10],"This":[11],"provides":[13],"images":[14,78],"with":[15,42],"real":[16],"out-of-focus":[17],"motion":[19],"blur":[20],"a":[22,43,56,72],"sharp":[23],"reference":[24],"each":[27,94],"observation.":[28],"The":[29,51,69],"includes":[31,71],"samples":[33],"of":[34,75,85],"lithium-ion":[35],"batteries,":[36],"Fe-Nd-B":[37],"sintered":[38],"magnets,":[39],"100Cr6":[40],"steel":[41],"partially":[44],"bainitic":[45],"microstructure,":[46],"aluminium-silicon":[48],"casting":[49],"alloys.":[50],"was":[53,80,97],"acquired":[54,77],"using":[55],"ZEISS":[57],"AxioImager.Z2":[58],"Vario":[59],"light":[60],"microscope":[61],"the":[63,83],"6-megapixel":[64],"camera":[65],"Axiocam":[66],"506":[67],"color.":[68],"total":[73],"number":[74],"35709":[76],"split":[81],"in":[82],"ratio":[84],"8:1:1":[86],"train,":[88],"validation,":[89],"test,":[91],"ensuring":[92],"that":[93],"material":[95],"class":[96],"equally":[98],"distributed.":[99]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}
