{"id":"https://openalex.org/W2107618208","doi":"https://doi.org/10.1109/fuzz.2003.1206566","title":"Image segmentation with GA optimized fuzzy reasoning","display_name":"Image segmentation with GA optimized fuzzy reasoning","publication_year":2004,"publication_date":"2004-03-01","ids":{"openalex":"https://openalex.org/W2107618208","doi":"https://doi.org/10.1109/fuzz.2003.1206566","mag":"2107618208"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz.2003.1206566","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2003.1206566","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.","raw_type":"proceedings-article"},"type":"article","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/A5102156935","display_name":"Hongwei Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hongwei Zhu","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Waterloo, ONT, Canada","Dept. of Syst. Design Eng., Waterloo Univ., Ont., Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Dept. of Syst. Design Eng., Waterloo Univ., Ont., Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031048152","display_name":"Otman Basir","orcid":"https://orcid.org/0000-0002-6454-0538"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"O. Basir","raw_affiliation_strings":["Department of Systems Design Engineering, University of Waterloo, Waterloo, ONT, Canada","Dept. of Syst. Design Eng., Waterloo Univ., Ont., Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems Design Engineering, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Dept. of Syst. Design Eng., Waterloo Univ., Ont., Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102156935"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15704217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"990","last_page":"995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation 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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation 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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9926999807357788,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.786639928817749},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6350018978118896},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6214318871498108},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6162249445915222},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5191080570220947},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5073592066764832},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.4637018144130707},{"id":"https://openalex.org/keywords/image-gradient","display_name":"Image gradient","score":0.4436437487602234},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4370255768299103},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.4320802390575409},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.3574262261390686},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34260547161102295}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.786639928817749},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6350018978118896},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6214318871498108},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6162249445915222},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5191080570220947},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5073592066764832},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.4637018144130707},{"id":"https://openalex.org/C182037307","wikidata":"https://www.wikidata.org/wiki/Q17039097","display_name":"Image gradient","level":5,"score":0.4436437487602234},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4370255768299103},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.4320802390575409},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.3574262261390686},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34260547161102295}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz.2003.1206566","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2003.1206566","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W187134083","https://openalex.org/W1508853606","https://openalex.org/W1639032689","https://openalex.org/W1923746707","https://openalex.org/W2048988443","https://openalex.org/W2082647352","https://openalex.org/W2099111195","https://openalex.org/W2106078575","https://openalex.org/W2107159423","https://openalex.org/W2113076747","https://openalex.org/W2120688485","https://openalex.org/W2124260943","https://openalex.org/W2137818806","https://openalex.org/W2150134853","https://openalex.org/W2157337369","https://openalex.org/W6607594835","https://openalex.org/W6676102978"],"related_works":["https://openalex.org/W2204605857","https://openalex.org/W2069318476","https://openalex.org/W3017192027","https://openalex.org/W2170380303","https://openalex.org/W2093085045","https://openalex.org/W3196005494","https://openalex.org/W1996489018","https://openalex.org/W2131637713","https://openalex.org/W1538326369","https://openalex.org/W2386159816"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"an":[5,47],"image":[6,34,66,82],"segmentation":[7,118,132],"approach,":[8,127],"in":[9,15,59],"which":[10],"fuzzy":[11,43,91],"reasoning":[12,92],"is":[13,28,46,67,83,96,113],"employed":[14,114],"two":[16],"phases,":[17],"namely,":[18],"a":[19,23,40,75],"denoising":[20,130],"phase":[21],"and":[22,131],"region":[24],"merging":[25],"phase.":[26],"Denoising":[27],"realized":[29],"adaptively,":[30],"depending":[31],"on":[32,53,137],"local":[33],"characteristics":[35],"via":[36],"the":[37,54,60,70,87,101,105,117,125],"use":[38],"of":[39,42,56],"set":[41],"rules.":[44],"It":[45],"iterative":[48],"process":[49],"that":[50,123],"terminates":[51],"based":[52],"variation":[55],"information":[57],"content":[58],"denoised":[61,65],"(filtered)":[62],"image.":[63,78],"The":[64],"processed":[68],"using":[69,86,124],"Canny":[71],"operator":[72],"to":[73,99,115],"generate":[74],"gradient":[76,80],"magnitude":[77,81],"This":[79],"then":[84,97],"segmented":[85],"watershed":[88,107],"transform.":[89],"A":[90,110],"driven":[93],"similarity":[94],"measure":[95],"used":[98],"merge":[100],"regions":[102],"resulted":[103],"from":[104],"initial":[106],"transform":[108],"segmentation.":[109],"genetic":[111],"algorithm":[112],"optimize":[116],"results.":[119],"Experiments":[120],"have":[121],"shown":[122],"proposed":[126],"high":[128],"quality":[129],"performance":[133],"can":[134],"be":[135],"achieved":[136],"natural":[138],"as":[139,141],"well":[140],"medical":[142],"images.":[143]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
