{"id":"https://openalex.org/W2890026924","doi":"https://doi.org/10.3390/jimaging4090109","title":"An Uncertainty-Aware Visual System for Image Pre-Processing","display_name":"An Uncertainty-Aware Visual System for Image Pre-Processing","publication_year":2018,"publication_date":"2018-09-10","ids":{"openalex":"https://openalex.org/W2890026924","doi":"https://doi.org/10.3390/jimaging4090109","mag":"2890026924"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging4090109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging4090109","pdf_url":null,"source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/jimaging4090109","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056440494","display_name":"Christina Gillmann","orcid":"https://orcid.org/0000-0001-6684-5071"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christina Gillmann","raw_affiliation_strings":["Computer Graphics and HCI Group, University of Kaiserslautern, 67663 Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Graphics and HCI Group, University of Kaiserslautern, 67663 Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013512298","display_name":"Pablo Arbel\u00e1ez","orcid":"https://orcid.org/0000-0001-5244-2407"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Pablo Arbelaez","raw_affiliation_strings":["Department of Biomedical Engineering, Universidad de los Andes, Cra 1 Este No 19A-40 Bogota, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Universidad de los Andes, Cra 1 Este No 19A-40 Bogota, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050479929","display_name":"Jos\u00e9 Tiberio Hern\u00e1ndez","orcid":"https://orcid.org/0000-0002-5035-4363"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jose Tiberio Hernandez","raw_affiliation_strings":["IMAGINE Group, Universidad de los Andes, Cra 1 Este No 19A-40 Bogota, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMAGINE Group, Universidad de los Andes, Cra 1 Este No 19A-40 Bogota, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005530908","display_name":"Hans Hagen","orcid":"https://orcid.org/0000-0001-5626-963X"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans Hagen","raw_affiliation_strings":["Computer Graphics and HCI Group, University of Kaiserslautern, 67663 Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Graphics and HCI Group, University of Kaiserslautern, 67663 Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036615525","display_name":"Thomas Wischgoll","orcid":"https://orcid.org/0000-0003-0000-3909"},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Wischgoll","raw_affiliation_strings":["Advanced Visual Data Analysis, Wright State University, OH 45435, USA"],"raw_orcid":"https://orcid.org/0000-0003-0000-3909","affiliations":[{"raw_affiliation_string":"Advanced Visual Data Analysis, Wright State University, OH 45435, USA","institution_ids":["https://openalex.org/I19648265"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056440494"],"corresponding_institution_ids":["https://openalex.org/I153267046"],"apc_list":{"value":1800,"currency":"CHF","value_usd":2172},"apc_paid":{"value":1800,"currency":"CHF","value_usd":2172},"fwci":1.2877,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.82166785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"4","issue":"9","first_page":"109","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9973999857902527,"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":0.9973999857902527,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9972000122070312,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.996999979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.7798303365707397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7679569721221924},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6978225111961365},{"id":"https://openalex.org/keywords/digital-image-processing","display_name":"Digital image processing","score":0.5990724563598633},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5791586637496948},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5419318675994873},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5201663970947266},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5076671838760376},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4702307879924774},{"id":"https://openalex.org/keywords/feature-detection","display_name":"Feature detection (computer vision)","score":0.43652915954589844},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35058748722076416}],"concepts":[{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.7798303365707397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7679569721221924},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6978225111961365},{"id":"https://openalex.org/C104317675","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Digital image processing","level":4,"score":0.5990724563598633},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5791586637496948},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5419318675994873},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5201663970947266},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5076671838760376},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4702307879924774},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.43652915954589844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35058748722076416},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/jimaging4090109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging4090109","pdf_url":null,"source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmh:oai:works.bepress.com:thomas_wischgoll-10087","is_oa":true,"landing_page_url":"https://works.bepress.com/thomas_wischgoll/105","pdf_url":"https://works.bepress.com/thomas_wischgoll/105","source":{"id":"https://openalex.org/S4306400146","display_name":"CORE Scholar (Wright State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I19648265","host_organization_name":"Wright State University","host_organization_lineage":["https://openalex.org/I19648265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Thomas Wischgoll","raw_type":"text"},{"id":"pmh:oai:corescholar.libraries.wright.edu:cse-1505","is_oa":true,"landing_page_url":"https://corescholar.libraries.wright.edu/cse/506","pdf_url":null,"source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science and Engineering Faculty Publications","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:e2bfabeefb0345c4b9420578352a21c8","is_oa":true,"landing_page_url":"https://doaj.org/article/e2bfabeefb0345c4b9420578352a21c8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Imaging, Vol 4, Iss 9, p 109 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/jimaging4090109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging4090109","pdf_url":null,"source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W71648540","https://openalex.org/W223773030","https://openalex.org/W431062502","https://openalex.org/W948746072","https://openalex.org/W1510073064","https://openalex.org/W1551726322","https://openalex.org/W1601042374","https://openalex.org/W1914475855","https://openalex.org/W1956752357","https://openalex.org/W1958968158","https://openalex.org/W1964047516","https://openalex.org/W1964310292","https://openalex.org/W1970800786","https://openalex.org/W1973968359","https://openalex.org/W1988437943","https://openalex.org/W1990419021","https://openalex.org/W1991383796","https://openalex.org/W2001412060","https://openalex.org/W2004702486","https://openalex.org/W2010023467","https://openalex.org/W2058333183","https://openalex.org/W2064959254","https://openalex.org/W2067418184","https://openalex.org/W2067858689","https://openalex.org/W2068844269","https://openalex.org/W2068875322","https://openalex.org/W2082731470","https://openalex.org/W2092131371","https://openalex.org/W2099725439","https://openalex.org/W2104137143","https://openalex.org/W2105280736","https://openalex.org/W2116044718","https://openalex.org/W2138290184","https://openalex.org/W2171777235","https://openalex.org/W2265194378","https://openalex.org/W2296146955","https://openalex.org/W2560712032","https://openalex.org/W2624777287","https://openalex.org/W2766736793","https://openalex.org/W2773424810","https://openalex.org/W2801930260","https://openalex.org/W2808356099","https://openalex.org/W2912936113","https://openalex.org/W3089207969","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2941415828","https://openalex.org/W2561491196","https://openalex.org/W3036032503","https://openalex.org/W4280622786","https://openalex.org/W2312819198","https://openalex.org/W2319500318","https://openalex.org/W2550091141","https://openalex.org/W4255424250","https://openalex.org/W4312753625","https://openalex.org/W3107295340"],"abstract_inverted_index":{"Due":[0],"to":[1,30,40,49,108,124],"image":[2,7,10,23,46,57,62,78,127,145,167],"reconstruction":[3,24],"process":[4],"of":[5,43,84,106,116,143,159,173],"all":[6,32],"capturing":[8],"methods,":[9],"data":[11],"is":[12,18,27,82,163],"inherently":[13],"affected":[14],"by":[15,20,165],"uncertainty.":[16,137],"This":[17],"caused":[19],"the":[21,55,85,93,134,141,151,160],"underlying":[22],"model,":[25],"that":[26,81,131],"not":[28,68],"capable":[29],"map":[31],"physical":[33],"properties":[34],"in":[35],"its":[36],"entirety.":[37],"In":[38,60],"order":[39],"be":[41,50],"aware":[42,83],"these":[44],"effects,":[45],"uncertainty":[47,88,107,153],"needs":[48],"quantified":[51],"and":[52,89,104,148],"propagated":[53],"along":[54],"entire":[56,94],"processing":[58,63],"pipeline.":[59,95,156],"classical":[61],"methodologies,":[64],"pre-processing":[65,79,128,146,168],"algorithms":[66,129],"do":[67],"consider":[69,133],"this":[70,73,110,155],"information.":[71],"Therefore,":[72],"paper":[74],"presents":[75],"an":[76],"uncertainty-aware":[77],"paradigm,":[80],"input":[86,135],"image\u2019s":[87],"propagates":[90],"it":[91],"trough":[92],"To":[96],"accomplish":[97],"this,":[98,120],"we":[99,121,139],"utilize":[100],"rules":[101],"for":[102,170],"transformation":[103],"propagation":[105],"incorporate":[109],"additional":[111],"information":[112],"with":[113],"a":[114,171],"variety":[115,172],"operations.":[117],"Resulting":[118],"from":[119],"are":[122],"able":[123],"adapt":[125],"prominent":[126],"such":[130],"they":[132],"images":[136],"Furthermore,":[138],"allow":[140],"composition":[142],"arbitrary":[144],"pipelines":[147,169],"visually":[149],"encode":[150],"accumulated":[152],"throughout":[154],"The":[157],"effectiveness":[158],"demonstrated":[161],"approach":[162],"shown":[164],"creating":[166],"real":[174],"world":[175],"datasets.":[176]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}
