{"id":"https://openalex.org/W4391842612","doi":"https://doi.org/10.3390/a17020083","title":"A Comprehensive Survey of Isocontouring Methods: Applications, Limitations and Perspectives","display_name":"A Comprehensive Survey of Isocontouring Methods: Applications, Limitations and Perspectives","publication_year":2024,"publication_date":"2024-02-15","ids":{"openalex":"https://openalex.org/W4391842612","doi":"https://doi.org/10.3390/a17020083"},"language":"en","primary_location":{"id":"doi:10.3390/a17020083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a17020083","pdf_url":"https://www.mdpi.com/1999-4893/17/2/83/pdf?version=1707987106","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"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":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/17/2/83/pdf?version=1707987106","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092708310","display_name":"Keno Jann B\u00fcscher","orcid":"https://orcid.org/0000-0003-1816-9237"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Keno Jann B\u00fcscher","raw_affiliation_strings":["Institute for Material Handling and Logistics (IFL), Karlsruhe Institute of Technology (KIT), Kaiserstrasse 12, 76131 Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1816-9237","affiliations":[{"raw_affiliation_string":"Institute for Material Handling and Logistics (IFL), Karlsruhe Institute of Technology (KIT), Kaiserstrasse 12, 76131 Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026399741","display_name":"Jan Philipp Degel","orcid":"https://orcid.org/0000-0002-6429-8219"},"institutions":[{"id":"https://openalex.org/I913140155","display_name":"Offenburg University of Applied Sciences","ror":"https://ror.org/03zh5eq96","country_code":"DE","type":"education","lineage":["https://openalex.org/I913140155"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Philipp Degel","raw_affiliation_strings":["Department of Electrical Engineering, Medical Engineering and Computer Science (EMI), Offenburg University of Applied Sciences, Badstra\u00dfe 24, 77652 Offenburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6429-8219","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Medical Engineering and Computer Science (EMI), Offenburg University of Applied Sciences, Badstra\u00dfe 24, 77652 Offenburg, Germany","institution_ids":["https://openalex.org/I913140155"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078827711","display_name":"Jan Oellerich","orcid":"https://orcid.org/0000-0002-1379-2110"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jan Oellerich","raw_affiliation_strings":["Institute for Material Handling and Logistics (IFL), Karlsruhe Institute of Technology (KIT), Kaiserstrasse 12, 76131 Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1379-2110","affiliations":[{"raw_affiliation_string":"Institute for Material Handling and Logistics (IFL), Karlsruhe Institute of Technology (KIT), Kaiserstrasse 12, 76131 Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078827711","https://openalex.org/A5092708310"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":3.0181,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94411921,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"17","issue":"2","first_page":"83","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/computer-science","display_name":"Computer science","score":0.7878125905990601},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.651549756526947},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.619379997253418},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5696943998336792},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5594357848167419},{"id":"https://openalex.org/keywords/marching-cubes","display_name":"Marching cubes","score":0.4907420873641968},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.4812483489513397},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4551825225353241},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.45242324471473694},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39728787541389465},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35942408442497253},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.2581471800804138},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11870008707046509}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7878125905990601},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.651549756526947},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.619379997253418},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5696943998336792},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5594357848167419},{"id":"https://openalex.org/C42087268","wikidata":"https://www.wikidata.org/wiki/Q1886184","display_name":"Marching cubes","level":3,"score":0.4907420873641968},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.4812483489513397},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4551825225353241},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.45242324471473694},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39728787541389465},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35942408442497253},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.2581471800804138},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11870008707046509},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a17020083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a17020083","pdf_url":"https://www.mdpi.com/1999-4893/17/2/83/pdf?version=1707987106","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"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":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:opus.hs-offenburg.de:8699","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bsz:ofb1-opus4-86999","pdf_url":"https://opus.hs-offenburg.de/files/8699/algorithms-17-00083-v2.pdf","source":{"id":"https://openalex.org/S4377196587","display_name":"Opus-HSO (Offenburg University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913140155","host_organization_name":"Offenburg University of Applied Sciences","host_organization_lineage":["https://openalex.org/I913140155"],"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":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:9d1e1eaafa2446ecba6d466d58d98e8c","is_oa":false,"landing_page_url":"https://doaj.org/article/9d1e1eaafa2446ecba6d466d58d98e8c","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 17, Iss 2, p 83 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a17020083","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a17020083","pdf_url":"https://www.mdpi.com/1999-4893/17/2/83/pdf?version=1707987106","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"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":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391842612.pdf"},"referenced_works_count":81,"referenced_works":["https://openalex.org/W75552375","https://openalex.org/W1499585833","https://openalex.org/W1935724955","https://openalex.org/W1968786458","https://openalex.org/W1973777482","https://openalex.org/W1977421709","https://openalex.org/W1981690550","https://openalex.org/W1982661771","https://openalex.org/W2010870528","https://openalex.org/W2011329854","https://openalex.org/W2013154921","https://openalex.org/W2037828060","https://openalex.org/W2038592215","https://openalex.org/W2041986582","https://openalex.org/W2047334506","https://openalex.org/W2051659264","https://openalex.org/W2056942276","https://openalex.org/W2067525736","https://openalex.org/W2069339103","https://openalex.org/W2080769825","https://openalex.org/W2082246999","https://openalex.org/W2083126079","https://openalex.org/W2089725657","https://openalex.org/W2091439890","https://openalex.org/W2098720801","https://openalex.org/W2098866624","https://openalex.org/W2101070257","https://openalex.org/W2103504243","https://openalex.org/W2106073588","https://openalex.org/W2106877482","https://openalex.org/W2107290000","https://openalex.org/W2108056409","https://openalex.org/W2111734174","https://openalex.org/W2114341043","https://openalex.org/W2115019302","https://openalex.org/W2116550843","https://openalex.org/W2119278432","https://openalex.org/W2126816902","https://openalex.org/W2127136169","https://openalex.org/W2131484922","https://openalex.org/W2142499637","https://openalex.org/W2155328970","https://openalex.org/W2156038957","https://openalex.org/W2166376826","https://openalex.org/W2168877346","https://openalex.org/W2184101100","https://openalex.org/W2237767100","https://openalex.org/W2295965681","https://openalex.org/W2343411159","https://openalex.org/W2501809210","https://openalex.org/W2538616691","https://openalex.org/W2545167463","https://openalex.org/W2583298457","https://openalex.org/W2728689398","https://openalex.org/W2897118863","https://openalex.org/W2943746789","https://openalex.org/W2949308598","https://openalex.org/W2995460203","https://openalex.org/W2995807199","https://openalex.org/W2998649743","https://openalex.org/W3027643776","https://openalex.org/W3126263638","https://openalex.org/W3170874272","https://openalex.org/W3197025229","https://openalex.org/W3213433499","https://openalex.org/W4226312159","https://openalex.org/W4233857083","https://openalex.org/W4237344571","https://openalex.org/W4251391716","https://openalex.org/W4308186498","https://openalex.org/W4360584312","https://openalex.org/W4383877219","https://openalex.org/W4386223426","https://openalex.org/W4389387101","https://openalex.org/W6648870920","https://openalex.org/W6666447997","https://openalex.org/W6678951713","https://openalex.org/W6683146308","https://openalex.org/W6728727105","https://openalex.org/W6803908784","https://openalex.org/W6846241531"],"related_works":["https://openalex.org/W2103453704","https://openalex.org/W2086518481","https://openalex.org/W2779816701","https://openalex.org/W2009636610","https://openalex.org/W2362049927","https://openalex.org/W1999110816","https://openalex.org/W2539584049","https://openalex.org/W2360250037","https://openalex.org/W2377879496","https://openalex.org/W1991454147"],"abstract_inverted_index":{"This":[0],"paper":[1],"provides":[2],"a":[3,54,58,147],"comprehensive":[4],"overview":[5,151],"of":[6,11,79,131,139,152,162,190],"approaches":[7,73],"to":[8,50,71,115,166],"the":[9,24,47,77,87,89,97,101,104,109,123,129,137,153,178,188],"determination":[10],"isocontours":[12],"and":[13,108,136,149,169,181],"isosurfaces":[14],"from":[15,31,57],"given":[16,59,69],"data":[17],"sets.":[18],"Different":[19],"algorithms":[20,107],"are":[21,125,157],"reported":[22],"in":[23,81,128,160,187],"literature":[25],"for":[26],"this":[27,174],"purpose,":[28],"which":[29],"originate":[30],"various":[32],"application":[33,66],"areas,":[34],"such":[35],"as":[36],"computer":[37,134],"graphics":[38,135],"or":[39],"medical":[40,132],"imaging":[41],"procedures.":[42],"In":[43,142,173],"all":[44,75],"these":[45],"applications,":[46],"challenge":[48],"is":[49],"extract":[51],"surfaces":[52],"with":[53,164],"specific":[55],"isovalue":[56],"characteristic,":[60],"so":[61],"called":[62],"isosurfaces.":[63],"These":[64],"different":[65],"areas":[67],"have":[68],"rise":[70],"solution":[72],"that":[74,122,156],"solve":[76],"problem":[78],"isocontouring":[80,163],"their":[82,116,170],"own":[83],"way.":[84],"Based":[85],"on":[86],"literature,":[88],"following":[90],"four":[91],"dominant":[92],"methods":[93,124,155,180],"can":[94,119],"be":[95,120],"identified:":[96],"marching":[98],"cubes":[99],"algorithms,":[100,103],"tessellation-based":[102],"surface":[105],"nets":[106],"ray":[110],"tracing":[111],"algorithms.":[112],"With":[113],"regard":[114],"application,":[117],"it":[118],"seen":[121],"mainly":[126],"used":[127,159],"fields":[130],"imaging,":[133],"visualization":[138],"simulation":[140],"results.":[141],"our":[143],"work,":[144],"we":[145,176],"provide":[146],"broad":[148],"compact":[150],"common":[154],"currently":[158],"terms":[161],"respect":[165],"certain":[167],"criteria":[168],"individual":[171,179],"limitations.":[172],"context,":[175],"discuss":[177],"identify":[182],"possible":[183],"future":[184],"research":[185],"directions":[186],"field":[189],"isocontouring.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
