{"id":"https://openalex.org/W2901890255","doi":"https://doi.org/10.1109/icmlc.2018.8526926","title":"Research On Image Segmentation Based On Support Vector Machine","display_name":"Research On Image Segmentation Based On Support Vector Machine","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2901890255","doi":"https://doi.org/10.1109/icmlc.2018.8526926","mag":"2901890255"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2018.8526926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2018.8526926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Machine Learning and Cybernetics (ICMLC)","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/A5114339803","display_name":"Chong Tan","orcid":"https://orcid.org/0009-0002-9606-0456"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chong Tan","raw_affiliation_strings":["Key Laboratory of Metallurgical Equipment and Control Technology, Ministry of Education Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Metallurgical Equipment and Control Technology, Ministry of Education Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100672752","display_name":"Ying Sun","orcid":"https://orcid.org/0000-0002-9709-6509"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Sun","raw_affiliation_strings":["Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082414273","display_name":"Gongfa Li","orcid":"https://orcid.org/0000-0002-2695-2742"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gong-Fa Li","raw_affiliation_strings":["Research Center of Biologic Manipulator and Intelligent Measurement and Control, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Research Center of Biologic Manipulator and Intelligent Measurement and Control, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016530495","display_name":"Guozhang Jiang","orcid":"https://orcid.org/0000-0002-4905-6799"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo-Zhang Jiang","raw_affiliation_strings":["3D Printing and Intelligent Manufacturing Engineering Institute, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"3D Printing and Intelligent Manufacturing Engineering Institute, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100944668","display_name":"Jianyi Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Yi Kong","raw_affiliation_strings":["Research Center of Biologic Manipulator and Intelligent Measurement and Control, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Research Center of Biologic Manipulator and Intelligent Measurement and Control, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035197459","display_name":"Bo Tao","orcid":"https://orcid.org/0000-0002-5886-1992"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Tao","raw_affiliation_strings":["Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114339803"],"corresponding_institution_ids":["https://openalex.org/I43922553"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.19566229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"650","last_page":"655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9936000108718872,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9936000108718872,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9929999709129333,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9919000267982483,"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/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.8214246034622192},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.8105334043502808},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.7978610396385193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7623252272605896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6809890270233154},{"id":"https://openalex.org/keywords/minimum-spanning-tree-based-segmentation","display_name":"Minimum spanning tree-based segmentation","score":0.6231480240821838},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6048614978790283},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.6003338694572449},{"id":"https://openalex.org/keywords/region-growing","display_name":"Region growing","score":0.5842331647872925},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5721527934074402},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5659955739974976},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.538054883480072},{"id":"https://openalex.org/keywords/digital-image","display_name":"Digital image","score":0.42460140585899353},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4133700728416443},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39381206035614014}],"concepts":[{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.8214246034622192},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.8105334043502808},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.7978610396385193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7623252272605896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6809890270233154},{"id":"https://openalex.org/C42314347","wikidata":"https://www.wikidata.org/wiki/Q6865488","display_name":"Minimum spanning tree-based segmentation","level":5,"score":0.6231480240821838},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6048614978790283},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.6003338694572449},{"id":"https://openalex.org/C206824153","wikidata":"https://www.wikidata.org/wiki/Q1169834","display_name":"Region growing","level":5,"score":0.5842331647872925},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5721527934074402},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5659955739974976},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.538054883480072},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.42460140585899353},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4133700728416443},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39381206035614014}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2018.8526926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2018.8526926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1981850440","https://openalex.org/W1996388070","https://openalex.org/W1999101396","https://openalex.org/W2041492530","https://openalex.org/W2046871760","https://openalex.org/W2072020517","https://openalex.org/W2267320693","https://openalex.org/W2293159781","https://openalex.org/W2533962510","https://openalex.org/W2557128212","https://openalex.org/W2582445327","https://openalex.org/W2586750457","https://openalex.org/W2588647832","https://openalex.org/W2710875943","https://openalex.org/W2726125161","https://openalex.org/W6732705322"],"related_works":["https://openalex.org/W2204605857","https://openalex.org/W3196005494","https://openalex.org/W2093085045","https://openalex.org/W2344590996","https://openalex.org/W2386159816","https://openalex.org/W2162746041","https://openalex.org/W2115198604","https://openalex.org/W1996489018","https://openalex.org/W4238127125","https://openalex.org/W4236495862"],"abstract_inverted_index":{"Image":[0],"segmentation":[1,20,32,44,75,102,109,123,132],"technology":[2,21,33,45],"is":[3,34],"one":[4],"of":[5,12,65,84,92,100,107,117,127],"the":[6,10,17,29,42,82,89,97,104,115,125,149],"important":[7],"topics":[8],"in":[9,94,112,137],"field":[11],"digital":[13],"image":[14,19,31,43,61,66,101,108,122,131,150],"processing.":[15],"However,":[16],"existing":[18],"does":[22],"not":[23],"have":[24],"a":[25,63,73],"uniform":[26],"standard,":[27],"and":[28,49,55,96,103,124,135],"traditional":[30],"only":[35],"suitable":[36],"for":[37,60],"some":[38],"fixed":[39],"situations.":[40],"Therefore,":[41],"on":[46,81],"new":[47,50],"theories":[48],"methods":[51],"deserves":[52],"further":[53],"research":[54],"development.":[56],"The":[57,139],"SVM":[58,93,129],"algorithm":[59],"segmentation,":[62],"variety":[64],"features":[67],"can":[68,146],"be":[69],"used":[70],"to":[71],"get":[72],"better":[74],"results.":[76],"So,":[77],"this":[78],"paper":[79],"based":[80],"theory":[83],"support":[85,143],"vector":[86,144],"machines,":[87],"introduces":[88],"basic":[90],"idea":[91],"detail,":[95],"current":[98],"state":[99],"development":[105],"trend":[106],"are":[110,133],"described":[111],"detail.":[113],"Finally,":[114],"necessity":[116],"introducing":[118,128],"statistical":[119],"learning":[120],"into":[121,130],"possibility":[126],"studied":[134],"analyzed":[136],"depth.":[138],"results":[140],"show":[141],"that":[142],"machine":[145],"well":[147],"segment":[148],"target.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
