{"id":"https://openalex.org/W1967623378","doi":"https://doi.org/10.1142/s0218001408006788","title":"REGION SIMILARITY RELATIONSHIP BETWEEN WATERSHED AND PENALIZED FUZZY HOPFIELD NEURAL NETWORK ALGORITHMS FOR BRAIN IMAGE SEGMENTATION","display_name":"REGION SIMILARITY RELATIONSHIP BETWEEN WATERSHED AND PENALIZED FUZZY HOPFIELD NEURAL NETWORK ALGORITHMS FOR BRAIN IMAGE SEGMENTATION","publication_year":2008,"publication_date":"2008-11-01","ids":{"openalex":"https://openalex.org/W1967623378","doi":"https://doi.org/10.1142/s0218001408006788","mag":"1967623378"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001408006788","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001408006788","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-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/A5029680376","display_name":"Wen-Feng Kuo","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"WEN-FENG KUO","raw_affiliation_strings":["Department of Computer Science & Information Engineering, National Cheng Kung University, No. 1, Ta-Hsueh Road, Tainan 701, Taiwan","Department of Medical Informatics Teaching Hospital, National Cheng Kung University, No. 1, Ta-Hsueh Road, Tainan 701, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Information Engineering, National Cheng Kung University, No. 1, Ta-Hsueh Road, Tainan 701, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Department of Medical Informatics Teaching Hospital, National Cheng Kung University, No. 1, Ta-Hsueh Road, Tainan 701, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100826921","display_name":"Chi-Yuan Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I65446980","display_name":"National Chin-Yi University of Technology","ror":"https://ror.org/040bs6h16","country_code":"TW","type":"education","lineage":["https://openalex.org/I65446980"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"CHI-YUAN LIN","raw_affiliation_strings":["Department of Computer Science & Information Engineering, National Chin-Yi University of Technology, No. 35, Lane 215, Section 1, Chung-Shan Road, Taiping City, Taichung County, 411, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Information Engineering, National Chin-Yi University of Technology, No. 35, Lane 215, Section 1, Chung-Shan Road, Taiping City, Taichung County, 411, Taiwan","institution_ids":["https://openalex.org/I65446980"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101831891","display_name":"Yung\u2010Nien Sun","orcid":"https://orcid.org/0000-0001-7644-8512"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"YUNG-NIEN SUN","raw_affiliation_strings":["Department of Computer Science & Information Engineering, National Cheng Kung University, No. 1, Ta-Hsueh Road, Tainan 701, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Information Engineering, National Cheng Kung University, No. 1, Ta-Hsueh Road, Tainan 701, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029680376"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":0.3512,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61633701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"22","issue":"07","first_page":"1403","last_page":"1425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9921000003814697,"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/image-segmentation","display_name":"Image segmentation","score":0.6616122722625732},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6473300457000732},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6472834348678589},{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.6235290765762329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6200726628303528},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.603355884552002},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.5907236337661743},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5827066898345947},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5231783986091614},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5115121603012085},{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.4863453507423401},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.46727123856544495},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41982054710388184},{"id":"https://openalex.org/keywords/adjacency-list","display_name":"Adjacency list","score":0.41522789001464844},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3582232594490051},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2608174681663513},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.23880061507225037}],"concepts":[{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6616122722625732},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6473300457000732},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6472834348678589},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.6235290765762329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6200726628303528},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.603355884552002},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.5907236337661743},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5827066898345947},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5231783986091614},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5115121603012085},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.4863453507423401},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.46727123856544495},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41982054710388184},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.41522789001464844},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3582232594490051},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2608174681663513},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.23880061507225037},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001408006788","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001408006788","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1651266332","https://openalex.org/W1974441634","https://openalex.org/W1982971655","https://openalex.org/W1990368529","https://openalex.org/W1992185665","https://openalex.org/W1993267702","https://openalex.org/W1997709480","https://openalex.org/W2010792042","https://openalex.org/W2013992337","https://openalex.org/W2025818287","https://openalex.org/W2036496810","https://openalex.org/W2070869186","https://openalex.org/W2071881327","https://openalex.org/W2091073327","https://openalex.org/W2093881646","https://openalex.org/W2098900497","https://openalex.org/W2099801199","https://openalex.org/W2102236449","https://openalex.org/W2104024054","https://openalex.org/W2115242586","https://openalex.org/W2116376144","https://openalex.org/W2116444896","https://openalex.org/W2124260943","https://openalex.org/W2130878814","https://openalex.org/W2134367991","https://openalex.org/W2135365788","https://openalex.org/W2136573752","https://openalex.org/W2140804420","https://openalex.org/W2142656980","https://openalex.org/W2147569799","https://openalex.org/W2157270343","https://openalex.org/W2160172739","https://openalex.org/W2166806817"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2372421320","https://openalex.org/W2057775483","https://openalex.org/W2041871225","https://openalex.org/W2386644571","https://openalex.org/W2387793296","https://openalex.org/W1558398159","https://openalex.org/W2371519352"],"abstract_inverted_index":{"A":[0],"robust":[1],"image":[2,51],"segmentation":[3,9,119],"method":[4,28],"that":[5],"combines":[6],"the":[7,35,45,57,64,71,77,83,92,98,101],"watershed":[8,36,74],"and":[10,39,108,115,117],"penalized":[11],"fuzzy":[12],"Hopfield":[13],"neural":[14],"network":[15],"(PFHNN)":[16],"algorithms":[17],"to":[18,48,69,82,90],"minimize":[19],"undesirable":[20],"over-segmentation":[21],"is":[22,80,104],"described":[23],"in":[24],"this":[25],"paper.":[26],"This":[27],"incorporates":[29],"spatial":[30],"graph":[31,67],"representation":[32],"derived":[33],"from":[34,44],"segmented":[37],"regions":[38],"cluster":[40],"analysis":[41],"information":[42],"obtained":[43],"PFHNN":[46],"algorithm":[47],"achieve":[49],"efficient":[50],"segmentation.":[52,75],"The":[53],"proposed":[54,102],"scheme":[55],"employs":[56],"Markov":[58],"random":[59],"field":[60],"(MRF)":[61],"model":[62],"on":[63,112],"region":[65],"adjacency":[66],"(RAG)":[68],"improve":[70],"quality":[72],"of":[73,94,97,100],"Here,":[76],"fusion":[78],"criterion":[79],"according":[81],"correlation":[84],"coefficient,":[85],"which":[86],"uses":[87],"inter-region":[88],"similarities":[89],"determine":[91],"merging":[93],"regions.":[95],"Analysis":[96],"performance":[99],"technique":[103],"presented":[105,122],"through":[106],"quantitative":[107],"qualitative":[109],"validation":[110],"experiments":[111],"benchmark":[113],"images,":[114],"significant":[116],"promising":[118],"results":[120],"are":[121],"using":[123],"brain":[124],"phantom":[125],"simulated":[126],"data.":[127]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}