{"id":"https://openalex.org/W2967550161","doi":"https://doi.org/10.1109/access.2019.2933876","title":"Region-Based Nonparametric Model for Interactive Image Segmentation","display_name":"Region-Based Nonparametric Model for Interactive Image Segmentation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2967550161","doi":"https://doi.org/10.1109/access.2019.2933876","mag":"2967550161"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2933876","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2933876","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08792171.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08792171.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100411808","display_name":"Dan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dan Wang","raw_affiliation_strings":["School of Mechanical & Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3272-9045","affiliations":[{"raw_affiliation_string":"School of Mechanical & Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023248700","display_name":"Guoqing Hu","orcid":"https://orcid.org/0000-0001-6526-2560"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqing Hu","raw_affiliation_strings":["School of Mechanical & Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical & Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058845562","display_name":"Qianbo Liu","orcid":"https://orcid.org/0000-0002-4334-065X"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianbo Liu","raw_affiliation_strings":["School of Mechanical & Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4334-065X","affiliations":[{"raw_affiliation_string":"School of Mechanical & Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043984072","display_name":"Chengzhi Lyu","orcid":"https://orcid.org/0000-0001-9160-0324"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengzhi Lyu","raw_affiliation_strings":["School of Mechanical & Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical & Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039678868","display_name":"Md Mojahidul Islam","orcid":"https://orcid.org/0000-0002-8408-4939"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Md Mojahidul Islam","raw_affiliation_strings":["School of Mechanical & Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8408-4939","affiliations":[{"raw_affiliation_string":"School of Mechanical & Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100411808"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5103,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.69367368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"111124","last_page":"111134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9972000122070312,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9926000237464905,"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/computer-science","display_name":"Computer science","score":0.7185500264167786},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6288150548934937},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.5501476526260376},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.533972978591919},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5312055945396423},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4399830400943756},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.42619588971138},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41086962819099426},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3639744520187378},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14146637916564941},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13728556036949158}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7185500264167786},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6288150548934937},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.5501476526260376},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.533972978591919},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5312055945396423},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4399830400943756},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.42619588971138},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41086962819099426},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3639744520187378},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14146637916564941},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13728556036949158}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2933876","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2933876","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08792171.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:82b5b7d8b3e44594b084a8eea281649a","is_oa":true,"landing_page_url":"https://doaj.org/article/82b5b7d8b3e44594b084a8eea281649a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 111124-111134 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2933876","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2933876","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08792171.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G775163386","display_name":null,"funder_award_id":"2016A030313520","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2967550161.pdf","grobid_xml":"https://content.openalex.org/works/W2967550161.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1907897951","https://openalex.org/W1967268147","https://openalex.org/W1970018890","https://openalex.org/W1990218128","https://openalex.org/W2028590536","https://openalex.org/W2031489346","https://openalex.org/W2067191022","https://openalex.org/W2071784068","https://openalex.org/W2087107241","https://openalex.org/W2103423579","https://openalex.org/W2108424265","https://openalex.org/W2113137767","https://openalex.org/W2116719896","https://openalex.org/W2116877738","https://openalex.org/W2119300483","https://openalex.org/W2124351162","https://openalex.org/W2125637308","https://openalex.org/W2134839354","https://openalex.org/W2137592810","https://openalex.org/W2141834896","https://openalex.org/W2161236525","https://openalex.org/W2171675999","https://openalex.org/W2252984343","https://openalex.org/W2265541518","https://openalex.org/W2279976431","https://openalex.org/W2294819727","https://openalex.org/W2467514263","https://openalex.org/W2533218643","https://openalex.org/W2552485079","https://openalex.org/W2739394833","https://openalex.org/W2776163999","https://openalex.org/W2790696291","https://openalex.org/W2823072336","https://openalex.org/W2890026497","https://openalex.org/W2952793010","https://openalex.org/W2963220807","https://openalex.org/W4248635988"],"related_works":["https://openalex.org/W1986655823","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W3011384228","https://openalex.org/W2124969951","https://openalex.org/W2945274617","https://openalex.org/W4313052709","https://openalex.org/W4298131179","https://openalex.org/W2375430703"],"abstract_inverted_index":{"In":[0,37,74],"this":[1],"paper,":[2],"we":[3,76,89],"present":[4],"a":[5,14,120,143],"novel":[6],"framework":[7],"for":[8,124],"interactive":[9],"segmentation":[10],"problems.":[11],"It":[12],"integrates":[13],"nonparametric":[15,39],"model":[16],"into":[17],"the":[18,38,53,71,79,95,98,102,130,146,152],"Conditional":[19,138],"Random":[20,139],"Field":[21],"(CRF)":[22],"framework,":[23],"which":[24,115],"can":[25,116,155],"effectively":[26],"combine":[27],"high-level":[28],"features":[29,32],"with":[30,161],"low-level":[31],"to":[33,46,51,69,92],"represent":[34],"image":[35],"information.":[36],"model,":[40],"multiple":[41],"region":[42],"layers":[43],"are":[44,66,133],"used":[45],"estimate":[47],"data":[48,86,127],"likelihood":[49,61],"terms":[50],"overcome":[52],"bad":[54],"regions":[55,110],"generated":[56],"by":[57],"unsupervised":[58],"methods.":[59],"The":[60,126],"values":[62],"of":[63,97,145],"each":[64],"layer":[65,81],"calculated":[67],"separately":[68],"reduce":[70,94],"computational":[72],"cost.":[73],"addition,":[75],"analyze":[77],"that":[78,151],"pixel":[80],"has":[82],"little":[83],"effect":[84],"on":[85],"estimation,":[87,114],"so":[88],"remove":[90],"it":[91],"further":[93],"complexity":[96],"algorithm.":[99],"We":[100],"employ":[101],"label":[103],"consistency":[104],"between":[105],"pixels":[106],"and":[107,129,159],"their":[108],"corresponding":[109],"in":[111,137],"smooth":[112,131],"term":[113,128,132],"be":[117],"regard":[118],"as":[119,142],"higher":[121],"order":[122],"potential":[123],"pixels.":[125],"then":[134],"performed":[135],"together":[136],"Fields":[140],"(CRFs)":[141],"fine-tuning":[144],"results.":[147],"Experimental":[148],"results":[149],"show":[150],"proposed":[153],"method":[154],"segment":[156],"images":[157],"efficiently":[158],"accurately":[160],"fewer":[162],"user":[163],"inputs.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}