{"id":"https://openalex.org/W2548438410","doi":"https://doi.org/10.1109/ic3ina.2014.7042593","title":"A rule-based segmentation method for fruit images under natural illumination","display_name":"A rule-based segmentation method for fruit images under natural illumination","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2548438410","doi":"https://doi.org/10.1109/ic3ina.2014.7042593","mag":"2548438410"},"language":"en","primary_location":{"id":"doi:10.1109/ic3ina.2014.7042593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3ina.2014.7042593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Computer, Control, Informatics and Its Applications (IC3INA)","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/A5059985138","display_name":"Hamirul\u2018Aini Hambali","orcid":null},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hamirul'Aini Hambali","raw_affiliation_strings":["School of Computing, College of Arts and Sciences, Universiti Utara Malaysia, 06010 UUM Sintok, Kedah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, College of Arts and Sciences, Universiti Utara Malaysia, 06010 UUM Sintok, Kedah","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012711018","display_name":"Nursuriati Jamil","orcid":"https://orcid.org/0000-0003-4634-9833"},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nursuriati Jamil","raw_affiliation_strings":["College of Arts and Sciences, Universiti Utara Malaysia, UUM Sintok, Kedah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Arts and Sciences, Universiti Utara Malaysia, UUM Sintok, Kedah","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048994681","display_name":"Sharifah Lailee Syed Abdullah","orcid":null},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sharifah Lailee Syed Abdullah","raw_affiliation_strings":["Faculty of Computer and Mathematical Sciences, UniversitiTeknologi MARA, 02600 Arau, Perlis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Mathematical Sciences, UniversitiTeknologi MARA, 02600 Arau, Perlis","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112188647","display_name":"Hazaruddin Harun","orcid":null},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hazaruddin Harun","raw_affiliation_strings":["School of Computing, College of Arts and Sciences Universiti Utara Malaysia 06010 UUM Sintok, Kedah"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, College of Arts and Sciences Universiti Utara Malaysia 06010 UUM Sintok, Kedah","institution_ids":["https://openalex.org/I94625822"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7265,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92891603,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"13","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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":0.8453102707862854},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7996728420257568},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7269364595413208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7068661451339722},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6403396129608154},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.582192063331604},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5585318207740784},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5256891250610352},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5027115345001221},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.45526957511901855},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42701655626296997}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8453102707862854},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7996728420257568},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7269364595413208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7068661451339722},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6403396129608154},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.582192063331604},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5585318207740784},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5256891250610352},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5027115345001221},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.45526957511901855},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42701655626296997},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ic3ina.2014.7042593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3ina.2014.7042593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Computer, Control, Informatics and Its Applications (IC3INA)","raw_type":"proceedings-article"},{"id":"pmh:oai:repo.uum.edu.my:20638","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400886","display_name":"Universiti Utara Malaysia Institutional Repository (Universiti Utara Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I65079550","host_organization_name":"Universiti Malaysia Perlis","host_organization_lineage":["https://openalex.org/I65079550"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1974017416","https://openalex.org/W1976991479","https://openalex.org/W1980180011","https://openalex.org/W2002863485","https://openalex.org/W2028851068","https://openalex.org/W2031921391","https://openalex.org/W2037815679","https://openalex.org/W2039476015","https://openalex.org/W2045959934","https://openalex.org/W2056661748","https://openalex.org/W2070823726","https://openalex.org/W2103202453","https://openalex.org/W2116719896","https://openalex.org/W2127218421","https://openalex.org/W2133059825","https://openalex.org/W2154408490","https://openalex.org/W2183796987","https://openalex.org/W3143069114","https://openalex.org/W6678914141","https://openalex.org/W6682854753"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W1986655823","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W4205800335","https://openalex.org/W2386644571","https://openalex.org/W2372421320"],"abstract_inverted_index":{"Image":[0,90],"segmentation":[1,36,91,133,159],"is":[2,38,50,136,185],"a":[3,131],"process":[4,19],"that":[5,44,135,181],"significantly":[6],"important":[7],"for":[8,40],"machine":[9],"vision":[10],"system":[11],"such":[12,98],"as":[13,99],"automatic":[14],"fruit":[15,164],"grading":[16],"system.":[17],"This":[18,49,74,145],"separates":[20],"an":[21],"image":[22],"into":[23],"several":[24,96],"areas":[25,116],"to":[26,52,66,77,118,138,150,187],"extract":[27],"the":[28,35,42,53,59,70,85,119,124,152,182],"interest":[29,155],"object":[30,60,71,88,125],"from":[31],"its":[32],"background.":[33],"However,":[34,105],"task":[37],"difficult":[39],"isolating":[41],"images":[43,81,141,153,165,190],"captured":[45],"in":[46,112],"outdoor":[47],"environment.":[48],"due":[51,117],"existence":[54,120],"of":[55,87,121,154],"non-uniform":[56],"illumination":[57,122],"on":[58,69,123,163,172],"surface.":[61,126],"Technically,":[62],"different":[63,67],"illuminations":[64],"lead":[65],"intensity":[68],"surface":[72],"colour.":[73],"condition":[75],"leads":[76],"low":[78],"quality":[79],"segmented":[80,115,189],"and":[82,102,143,166,174],"therefore":[83],"reduces":[84],"accuracy":[86,193],"classification.":[89],"can":[92],"be":[93],"accomplished":[94],"using":[95],"methods":[97,109,160],"Otsu,":[100],"K-means":[101],"Fuzzy":[103],"C-means.":[104],"these":[106],"three":[107],"traditional":[108],"have":[110],"limitations":[111],"producing":[113],"accurate":[114],"Therefore,":[127],"this":[128],"paper":[129],"developed":[130],"rule-based":[132],"method":[134,146,184],"able":[137],"segment":[139,151],"natural":[140],"correctly":[142],"accurately.":[144],"uses":[147],"IF-THEN":[148],"algorithm":[149],"object.":[156],"All":[157],"four":[158],"are":[161,169],"implemented":[162],"their":[167],"performance":[168],"compared":[170],"based":[171],"visual":[173],"quantitative":[175],"evaluations.":[176],"The":[177],"analysis":[178],"results":[179],"showed":[180],"new":[183],"capable":[186],"produce":[188],"with":[191],"high":[192],"rate.":[194]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
