{"id":"https://openalex.org/W1518867089","doi":"https://doi.org/10.1109/icip.2003.1246965","title":"Morphological hat-transform scale spaces and their use in texture classification","display_name":"Morphological hat-transform scale spaces and their use in texture classification","publication_year":2004,"publication_date":"2004-06-21","ids":{"openalex":"https://openalex.org/W1518867089","doi":"https://doi.org/10.1109/icip.2003.1246965","mag":"1518867089"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2003.1246965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2003.1246965","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":"https://research.rug.nl/en/publications/1d5e66b1-90a2-47d6-a3b4-a88bcf6d7ebd","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040717536","display_name":"Andrei C. Jalba","orcid":"https://orcid.org/0000-0001-9821-0767"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"A.C. Jalba","raw_affiliation_strings":["Institute of Mathematics and Computing Science, University of Groningam, Groningen, Netherlands","Inst. of Math. & Comput. Sci., Groningen Univ., Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computing Science, University of Groningam, Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Inst. of Math. & Comput. Sci., Groningen Univ., Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073784823","display_name":"Jos B. T. M. Roerdink","orcid":"https://orcid.org/0000-0003-1092-9633"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"J.B.T.M. Roerdink","raw_affiliation_strings":["Institute of Mathematics and Computing Science, University of Groningam, Groningen, Netherlands","Inst. of Math. & Comput. Sci., Groningen Univ., Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computing Science, University of Groningam, Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Inst. of Math. & Comput. Sci., Groningen Univ., Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015726919","display_name":"Michael H. F. Wilkinson","orcid":"https://orcid.org/0000-0001-6258-1128"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M.H.F. Wilkinson","raw_affiliation_strings":["Institute of Mathematics and Computing Science, University of Groningam, Groningen, Netherlands","Inst. of Math. & Comput. Sci., Groningen Univ., Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computing Science, University of Groningam, Groningen, Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Inst. of Math. & Comput. Sci., Groningen Univ., Netherlands","institution_ids":["https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5525,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.66986441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"I","last_page":"329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9915000200271606,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9675999879837036,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7139012813568115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6837045550346375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6628959774971008},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6571562886238098},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5574192404747009},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5046035051345825},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.48883122205734253},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.44809630513191223},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.4144717752933502},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.190304696559906},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16175776720046997},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.10604605078697205},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10036283731460571}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7139012813568115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6837045550346375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6628959774971008},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6571562886238098},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5574192404747009},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5046035051345825},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.48883122205734253},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.44809630513191223},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.4144717752933502},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.190304696559906},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16175776720046997},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.10604605078697205},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10036283731460571}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icip.2003.1246965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2003.1246965","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:pure.rug.nl:openaire/1d5e66b1-90a2-47d6-a3b4-a88bcf6d7ebd","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/1d5e66b1-90a2-47d6-a3b4-a88bcf6d7ebd","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jalba, A C, Roerdink, J B T M & Wilkinson, M H F 2003, Morphological hat-transform scale spaces and their use in texture classification. in 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 1, PROCEEDINGS. IEEE International Conference on Image Processing (ICIP), University of Groningen, Johann Bernoulli Institute for Mathematics and Computer Science, NEW YORK, pp. 329-332, IEEE International Conference on Image Processing, Spain, 14/09/2003.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.3.7466","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.3.7466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.rug.nl/~michael/icip2003andrei.pdf","raw_type":"text"},{"id":"pmh:tue:oai:pure.tue.nl:publications/48dc6196-f7b1-4bd0-81c2-0d2893fde5b3","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/morphological-hattransform-scale-spaces-and-their-use-in-texture-classification(48dc6196-f7b1-4bd0-81c2-0d2893fde5b3).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2003 International Conference on Image Processing (ICIP 2003, Barcelona, Spain, September 14-18, 2003), Volume 1, 329 - 332","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:pure.rug.nl:openaire/1d5e66b1-90a2-47d6-a3b4-a88bcf6d7ebd","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/1d5e66b1-90a2-47d6-a3b4-a88bcf6d7ebd","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jalba, A C, Roerdink, J B T M & Wilkinson, M H F 2003, Morphological hat-transform scale spaces and their use in texture classification. in 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 1, PROCEEDINGS. IEEE International Conference on Image Processing (ICIP), University of Groningen, Johann Bernoulli Institute for Mathematics and Computer Science, NEW YORK, pp. 329-332, IEEE International Conference on Image Processing, Spain, 14/09/2003.","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1480546554","https://openalex.org/W1504694836","https://openalex.org/W1524408959","https://openalex.org/W1563743568","https://openalex.org/W1565212980","https://openalex.org/W1590218343","https://openalex.org/W1595614130","https://openalex.org/W1680392829","https://openalex.org/W1964547699","https://openalex.org/W1975610128","https://openalex.org/W1997906726","https://openalex.org/W2012515212","https://openalex.org/W2019222286","https://openalex.org/W2028797628","https://openalex.org/W2042243448","https://openalex.org/W2047076586","https://openalex.org/W2052277674","https://openalex.org/W2055712799","https://openalex.org/W2055755574","https://openalex.org/W2059871232","https://openalex.org/W2072738093","https://openalex.org/W2076554987","https://openalex.org/W2078099535","https://openalex.org/W2100115174","https://openalex.org/W2109863423","https://openalex.org/W2125055259","https://openalex.org/W2130630043","https://openalex.org/W2134188917","https://openalex.org/W2135705692","https://openalex.org/W2145560214","https://openalex.org/W2146842130","https://openalex.org/W2148182078","https://openalex.org/W2148694408","https://openalex.org/W2154890249","https://openalex.org/W2157807469","https://openalex.org/W2157840858","https://openalex.org/W2159498975","https://openalex.org/W2161856360","https://openalex.org/W2164500538","https://openalex.org/W2164741953","https://openalex.org/W2164842737","https://openalex.org/W2493065962","https://openalex.org/W2750015627","https://openalex.org/W2750727344","https://openalex.org/W2912934387","https://openalex.org/W3011685483","https://openalex.org/W4212883601","https://openalex.org/W6637386731","https://openalex.org/W7036991906"],"related_works":["https://openalex.org/W2044270176","https://openalex.org/W2374828682","https://openalex.org/W2153116791","https://openalex.org/W2388733570","https://openalex.org/W2005234362","https://openalex.org/W1980033651","https://openalex.org/W4230530180","https://openalex.org/W2162970382","https://openalex.org/W1997235926","https://openalex.org/W2134401318"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"present":[4],"a":[5,53],"multiscale":[6],"morphological":[7,20],"method":[8],"for":[9,63],"use":[10],"in":[11],"texture":[12,66],"classification.":[13],"A":[14],"connected":[15],"operator":[16],"similar":[17],"to":[18],"the":[19,37,45,50,64],"hat-transform":[21],"is":[22],"defined,":[23],"and":[24,44],"two":[25],"scale-space":[26],"representations":[27],"are":[28,34],"built.":[29],"The":[30],"most":[31],"important":[32],"features":[33],"extracted":[35],"from":[36],"scale":[38],"spaces":[39],"by":[40],"unsupervised":[41],"cluster":[42],"analysis,":[43],"resulting":[46],"pattern":[47],"vectors":[48],"provide":[49],"input":[51],"of":[52],"decision":[54],"tree":[55],"classifier.":[56],"We":[57],"obtain":[58],"93.5":[59],"%":[60],"correct":[61],"classification":[62],"Brodatz":[65],"database.":[67]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}