{"id":"https://openalex.org/W1557970865","doi":"https://doi.org/10.1007/978-3-642-04397-0_16","title":"Multivariate Watershed Segmentation of Compositional Data","display_name":"Multivariate Watershed Segmentation of Compositional Data","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1557970865","doi":"https://doi.org/10.1007/978-3-642-04397-0_16","mag":"1557970865"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-04397-0_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04397-0_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075359867","display_name":"Michael Hanselmann","orcid":"https://orcid.org/0009-0009-6471-4049"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Hanselmann","raw_affiliation_strings":["Heidelberg Collaboratory for Image Processing, University of Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Heidelberg Collaboratory for Image Processing, University of Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110454166","display_name":"Ullrich K\u00f6the","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ullrich K\u00f6the","raw_affiliation_strings":["Heidelberg Collaboratory for Image Processing, University of Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Heidelberg Collaboratory for Image Processing, University of Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005996110","display_name":"Bernhard Y. Renard","orcid":"https://orcid.org/0000-0003-4589-9809"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernhard Y. Renard","raw_affiliation_strings":["Heidelberg Collaboratory for Image Processing, University of Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Heidelberg Collaboratory for Image Processing, University of Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044068960","display_name":"Marc Kirchner","orcid":null},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marc Kirchner","raw_affiliation_strings":["Heidelberg Collaboratory for Image Processing, University of Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Heidelberg Collaboratory for Image Processing, University of Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057609112","display_name":"Ron M. A. Heeren","orcid":"https://orcid.org/0000-0002-6533-7179"},"institutions":[{"id":"https://openalex.org/I2803035111","display_name":"Institute for Atomic and Molecular Physics","ror":"https://ror.org/038x9td67","country_code":"NL","type":"facility","lineage":["https://openalex.org/I2800991832","https://openalex.org/I2803035111"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ron M. A. Heeren","raw_affiliation_strings":["FOM-Institute for Atomic and Molecular Physics, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"FOM-Institute for Atomic and Molecular Physics, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I2803035111"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020048224","display_name":"Fred A. Hamprecht","orcid":"https://orcid.org/0000-0003-4148-5043"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fred A. Hamprecht","raw_affiliation_strings":["Heidelberg Collaboratory for Image Processing, University of Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"Heidelberg Collaboratory for Image Processing, University of Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5075359867"],"corresponding_institution_ids":["https://openalex.org/I223822909"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11580361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10399","display_name":"Hydrocarbon exploration and reservoir analysis","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/watershed","display_name":"Watershed","score":0.9005972146987915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6776138544082642},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6680747866630554},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5331555604934692},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5241428017616272},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4938124120235443},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4831668734550476},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4793411195278168},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4495764672756195},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.426414430141449},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3522581458091736},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2876673638820648},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.245764821767807},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1864200234413147}],"concepts":[{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.9005972146987915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6776138544082642},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6680747866630554},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5331555604934692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5241428017616272},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4938124120235443},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4831668734550476},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4793411195278168},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4495764672756195},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.426414430141449},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3522581458091736},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2876673638820648},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.245764821767807},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1864200234413147},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-04397-0_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04397-0_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.565.4918","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.565.4918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hci.iwr.uni-heidelberg.de/publications/mip/techrep/hanselmann_09_multivariate.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1499471574","https://openalex.org/W1519246594","https://openalex.org/W1548742844","https://openalex.org/W1561442812","https://openalex.org/W1583185705","https://openalex.org/W1614686989","https://openalex.org/W1652775531","https://openalex.org/W1965011257","https://openalex.org/W1965994158","https://openalex.org/W2003128707","https://openalex.org/W2020321855","https://openalex.org/W2025818287","https://openalex.org/W2034917264","https://openalex.org/W2043906946","https://openalex.org/W2066167065","https://openalex.org/W2067191022","https://openalex.org/W2068115726","https://openalex.org/W2091161903","https://openalex.org/W2099244020","https://openalex.org/W2102269067","https://openalex.org/W2110840554","https://openalex.org/W2121399909","https://openalex.org/W2124260943","https://openalex.org/W2126046058","https://openalex.org/W2129265015","https://openalex.org/W2145837601","https://openalex.org/W2157405224","https://openalex.org/W2158173598","https://openalex.org/W2158240273","https://openalex.org/W2163018106","https://openalex.org/W2163191040","https://openalex.org/W2166325326","https://openalex.org/W2486686721","https://openalex.org/W2505399031","https://openalex.org/W2799002609","https://openalex.org/W2911964244","https://openalex.org/W3013626451","https://openalex.org/W4235234911","https://openalex.org/W4285719527","https://openalex.org/W4299542564"],"related_works":["https://openalex.org/W1992288292","https://openalex.org/W2493062119","https://openalex.org/W1980614686","https://openalex.org/W4387955966","https://openalex.org/W2144571534","https://openalex.org/W1134571055","https://openalex.org/W2343332128","https://openalex.org/W3193043704","https://openalex.org/W214080024","https://openalex.org/W2889302474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}