{"id":"https://openalex.org/W2900187467","doi":"https://doi.org/10.3390/sym10110610","title":"K-Hyperline Clustering-Based Color Image Segmentation Robust to Illumination Changes","display_name":"K-Hyperline Clustering-Based Color Image Segmentation Robust to Illumination Changes","publication_year":2018,"publication_date":"2018-11-07","ids":{"openalex":"https://openalex.org/W2900187467","doi":"https://doi.org/10.3390/sym10110610","mag":"2900187467"},"language":"en","primary_location":{"id":"doi:10.3390/sym10110610","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym10110610","pdf_url":"https://www.mdpi.com/2073-8994/10/11/610/pdf?version=1542368706","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/10/11/610/pdf?version=1542368706","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016622213","display_name":"Senquan Yang","orcid":"https://orcid.org/0000-0003-0763-9264"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]},{"id":"https://openalex.org/I3130751423","display_name":"Shaoguan University","ror":"https://ror.org/0286g6711","country_code":"CN","type":"education","lineage":["https://openalex.org/I3130751423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Senquan Yang","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou 510006, China","School of Physics and Electromechanical Engineering, Shaoguan University, Shaoguan 512026, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"School of Physics and Electromechanical Engineering, Shaoguan University, Shaoguan 512026, China","institution_ids":["https://openalex.org/I3130751423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034639671","display_name":"Pu Li","orcid":"https://orcid.org/0000-0002-7839-9221"},"institutions":[{"id":"https://openalex.org/I3130751423","display_name":"Shaoguan University","ror":"https://ror.org/0286g6711","country_code":"CN","type":"education","lineage":["https://openalex.org/I3130751423"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pu Li","raw_affiliation_strings":["School of Physics and Electromechanical Engineering, Shaoguan University, Shaoguan 512026, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electromechanical Engineering, Shaoguan University, Shaoguan 512026, China","institution_ids":["https://openalex.org/I3130751423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102842089","display_name":"Haoxiang Wen","orcid":"https://orcid.org/0000-0003-2247-8462"},"institutions":[{"id":"https://openalex.org/I3130751423","display_name":"Shaoguan University","ror":"https://ror.org/0286g6711","country_code":"CN","type":"education","lineage":["https://openalex.org/I3130751423"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"HaoXiang Wen","raw_affiliation_strings":["School of Physics and Electromechanical Engineering, Shaoguan University, Shaoguan 512026, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electromechanical Engineering, Shaoguan University, Shaoguan 512026, China","institution_ids":["https://openalex.org/I3130751423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110042813","display_name":"Yuan Xie","orcid":"https://orcid.org/0000-0001-6945-7437"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Xie","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073223793","display_name":"Zhaoshui He","orcid":"https://orcid.org/0000-0001-5198-7851"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoshui He","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou 510006, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034639671"],"corresponding_institution_ids":["https://openalex.org/I3130751423"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.8337,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79469441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10","issue":"11","first_page":"610","last_page":"610"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.995199978351593,"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":0.9944999814033508,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7727243304252625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.768380880355835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6367544531822205},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6106672883033752},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.5802314877510071},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5646218061447144},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5181059241294861},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5159209966659546},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.4673621654510498},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4496017098426819},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4494471549987793},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4357345700263977},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.32523313164711},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3139922022819519}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7727243304252625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.768380880355835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6367544531822205},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6106672883033752},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.5802314877510071},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5646218061447144},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5181059241294861},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5159209966659546},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.4673621654510498},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4496017098426819},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4494471549987793},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4357345700263977},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.32523313164711},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3139922022819519},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym10110610","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym10110610","pdf_url":"https://www.mdpi.com/2073-8994/10/11/610/pdf?version=1542368706","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8d94ff70b6664c2a95e5fc0804b9ba84","is_oa":true,"landing_page_url":"https://doaj.org/article/8d94ff70b6664c2a95e5fc0804b9ba84","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 10, Iss 11, p 610 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/10/11/610/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/sym10110610","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym10110610","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym10110610","pdf_url":"https://www.mdpi.com/2073-8994/10/11/610/pdf?version=1542368706","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1958307547","display_name":null,"funder_award_id":"61773127, 61773128 and 61727810","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2366664021","display_name":null,"funder_award_id":"61773128","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2385028947","display_name":null,"funder_award_id":"61727810","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7517349808","display_name":null,"funder_award_id":"61773127","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8689849159","display_name":null,"funder_award_id":"Grants 61773127","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2900187467.pdf","grobid_xml":"https://content.openalex.org/works/W2900187467.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1480446886","https://openalex.org/W1964634783","https://openalex.org/W1976917750","https://openalex.org/W2012929209","https://openalex.org/W2013765095","https://openalex.org/W2023643081","https://openalex.org/W2038237443","https://openalex.org/W2110158442","https://openalex.org/W2115242586","https://openalex.org/W2156406314","https://openalex.org/W2161160262","https://openalex.org/W2165012164","https://openalex.org/W2221178335","https://openalex.org/W2262607787","https://openalex.org/W2332844373","https://openalex.org/W2402116790","https://openalex.org/W2568866617","https://openalex.org/W2588011499","https://openalex.org/W2592677135","https://openalex.org/W2769182258","https://openalex.org/W2785177491","https://openalex.org/W2803696563","https://openalex.org/W2867276684","https://openalex.org/W2914885528"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W4205800335","https://openalex.org/W2371519352","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W1991262051"],"abstract_inverted_index":{"Color":[0],"image":[1,10,18,21,36,98],"segmentation":[2,99],"is":[3,14,54],"very":[4],"important":[5],"in":[6,56,77],"the":[7,61,64,69,109,115],"field":[8],"of":[9,68,114],"processing":[11],"as":[12,42,85,118],"it":[13],"commonly":[15],"used":[16],"for":[17,35],"semantic":[19],"recognition,":[20],"searching,":[22],"video":[23],"surveillance":[24],"or":[25],"other":[26],"applications.":[27],"Although":[28],"clustering":[29,39,44,88,95,122],"algorithms":[30,40,45],"have":[31],"been":[32],"successfully":[33],"applied":[34],"segmentation,":[37],"conventional":[38],"such":[41],"K-means":[43],"are":[46,75],"not":[47],"sufficiently":[48],"robust":[49],"to":[50,120],"illumination":[51],"changes,":[52],"which":[53],"common":[55],"real-world":[57],"environments.":[58],"Motivated":[59],"by":[60],"observation":[62],"that":[63],"RGB":[65],"value":[66],"distributions":[67],"same":[70],"color":[71,83,97],"under":[72],"different":[73],"illuminations":[74],"located":[76],"an":[78],"identical":[79],"hyperline,":[80],"we":[81],"formulate":[82],"classification":[84],"a":[86,93],"hyperline":[87],"problem.":[89],"We":[90],"then":[91],"propose":[92],"K-hyperline":[94],"algorithm-based":[96],"approach.":[100],"Experiments":[101],"on":[102],"both":[103],"synthetic":[104],"and":[105,112],"real":[106],"images":[107],"demonstrate":[108],"outstanding":[110],"performance":[111],"robustness":[113],"proposed":[116],"algorithm":[117],"compared":[119],"existing":[121],"algorithms.":[123]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
