{"id":"https://openalex.org/W1571547346","doi":"https://doi.org/10.1109/icip.2003.1246709","title":"PDE-based modeling of image segmentation using volumic flooding","display_name":"PDE-based modeling of image segmentation using volumic flooding","publication_year":2004,"publication_date":"2004-06-03","ids":{"openalex":"https://openalex.org/W1571547346","doi":"https://doi.org/10.1109/icip.2003.1246709","mag":"1571547346"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2003.1246709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2003.1246709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://doi.org/10.1109/ICIP.2003.1246709","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035820316","display_name":"Anastasia Sofou","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"A. Sofou","raw_affiliation_strings":["School of ECE, National and Technical University of Athens, Athens, Greece","[Sch. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Greece]"],"affiliations":[{"raw_affiliation_string":"School of ECE, National and Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"[Sch. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Greece]","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106182541","display_name":"Petros Maragos","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"P. Maragos","raw_affiliation_strings":["School of ECE, National and Technical University of Athens, Athens, Greece","[Sch. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Greece]"],"affiliations":[{"raw_affiliation_string":"School of ECE, National and Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"[Sch. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Greece]","institution_ids":["https://openalex.org/I200777214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035820316"],"corresponding_institution_ids":["https://openalex.org/I174458059","https://openalex.org/I200777214"],"apc_list":null,"apc_paid":null,"fwci":1.9433,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.86518189,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3","issue":null,"first_page":"II","last_page":"431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T12923","display_name":"Digital Image Processing Techniques","score":0.9951000213623047,"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9926000237464905,"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/flooding","display_name":"Flooding (psychology)","score":0.7198883295059204},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6711064577102661},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6481860876083374},{"id":"https://openalex.org/keywords/fast-marching-method","display_name":"Fast marching method","score":0.5924172401428223},{"id":"https://openalex.org/keywords/eikonal-equation","display_name":"Eikonal equation","score":0.5836469531059265},{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.5622356534004211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5371096730232239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43878331780433655},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39291563630104065},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3406614661216736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3391069769859314},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.07631009817123413}],"concepts":[{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.7198883295059204},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6711064577102661},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6481860876083374},{"id":"https://openalex.org/C17866373","wikidata":"https://www.wikidata.org/wiki/Q5437042","display_name":"Fast marching method","level":2,"score":0.5924172401428223},{"id":"https://openalex.org/C40375134","wikidata":"https://www.wikidata.org/wiki/Q1303846","display_name":"Eikonal equation","level":2,"score":0.5836469531059265},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.5622356534004211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5371096730232239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43878331780433655},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39291563630104065},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3406614661216736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3391069769859314},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.07631009817123413},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2003.1246709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2003.1246709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/30937","is_oa":true,"landing_page_url":"http://doi.org/10.1109/ICIP.2003.1246709","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Image Processing","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:dspace.lib.ntua.gr:123456789/30937","is_oa":true,"landing_page_url":"http://doi.org/10.1109/ICIP.2003.1246709","pdf_url":null,"source":{"id":"https://openalex.org/S4377196837","display_name":"DSpace - NTUA (National Technical University of Athens)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174458059","host_organization_name":"National Technical University of Athens","host_organization_lineage":["https://openalex.org/I174458059"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Image Processing","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W151895561","https://openalex.org/W187173846","https://openalex.org/W1510735036","https://openalex.org/W1594966684","https://openalex.org/W1621726753","https://openalex.org/W1686131592","https://openalex.org/W1987857748","https://openalex.org/W1991113069","https://openalex.org/W1994875376","https://openalex.org/W1997709480","https://openalex.org/W2025818287","https://openalex.org/W2054113582","https://openalex.org/W2124260943","https://openalex.org/W6606194389","https://openalex.org/W6607562427","https://openalex.org/W6635610745"],"related_works":["https://openalex.org/W2474675250","https://openalex.org/W2200845428","https://openalex.org/W1970732967","https://openalex.org/W176770976","https://openalex.org/W2415867404","https://openalex.org/W2050394778","https://openalex.org/W2052629386","https://openalex.org/W3083851338","https://openalex.org/W2348332226","https://openalex.org/W2168915761"],"abstract_inverted_index":{"The":[0],"classical":[1],"case":[2],"of":[3,46,61,102,113],"morphological":[4],"segmentation":[5,41,72,115],"is":[6,19,95],"based":[7,73],"on":[8,74],"the":[9,15,30,44,51,59,70,90,100,111,121],"watershed":[10,53,71],"transform,":[11],"constructed":[12],"by":[13],"flooding":[14,31,77,119],"gradient":[16],"image,":[17],"which":[18,94],"seen":[20],"as":[21,58],"a":[22,75,80,96],"topographic":[23],"surface,":[24],"with":[25],"constant":[26],"height":[27,123],"speed.":[28],"Changing":[29],"criteria,":[32],"(e.g.":[33],"constant-speed":[34],"height,":[35],"area":[36],"or":[37],"volume)":[38],"yields":[39],"different":[40,81],"results.":[42],"In":[43,65,105],"field":[45],"PDEs":[47],"and":[48],"curve":[49],"evolution":[50],"classic":[52,122],"transform":[54],"can":[55],"be":[56],"modelled":[57],"solution":[60],"an":[62],"eikonal":[63,82],"PDE.":[64,83],"this":[66,87],"paper":[67],"we":[68,85,107],"model":[69],"volume":[76,118],"criterion":[78],"via":[79],"Then":[84],"solve":[86],"PDE":[88],"using":[89,116],"fast":[91],"marching":[92],"method,":[93],"specific":[97],"algorithm":[98],"from":[99],"methodology":[101],"level":[103],"sets.":[104],"addition,":[106],"attempt":[108],"to":[109],"exploit":[110],"advantages":[112],"image":[114],"PDE-based":[117],"over":[120],"flooding.":[124]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}