{"id":"https://openalex.org/W2062675878","doi":"https://doi.org/10.1109/tip.2013.2263145","title":"A New Energy Framework With Distribution Descriptors for Image Segmentation","display_name":"A New Energy Framework With Distribution Descriptors for Image Segmentation","publication_year":2013,"publication_date":"2013-05-14","ids":{"openalex":"https://openalex.org/W2062675878","doi":"https://doi.org/10.1109/tip.2013.2263145","mag":"2062675878","pmid":"https://pubmed.ncbi.nlm.nih.gov/23686950"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2013.2263145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2013.2263145","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101569537","display_name":"Changyang Li","orcid":"https://orcid.org/0000-0002-8762-4881"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Changyang Li","raw_affiliation_strings":["Biomedical and Multimedia Information Technology research group, School of Information Technologies, The University of Sydney, Sydney 2006, Australia. chli7560@it.usyd.edu.au","Biomed. & Multimedia Inf. Technol. Res. Group, Univ. of Sydney, Sydney, NSW, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"Biomedical and Multimedia Information Technology research group, School of Information Technologies, The University of Sydney, Sydney 2006, Australia. chli7560@it.usyd.edu.au","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Biomed. & Multimedia Inf. Technol. Res. Group, Univ. of Sydney, Sydney, NSW, Australia#TAB#","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046614213","display_name":"Xiuying Wang","orcid":"https://orcid.org/0000-0001-7160-5929"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiuying Wang","raw_affiliation_strings":["Biomedical and Multimedia Information Technology research group, School of Information Technologies, University of Sydney, Sydney, Australia","Biomed. & Multimedia Inf. Technol. Res. Group, Univ. of Sydney, Sydney, NSW, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"Biomedical and Multimedia Information Technology research group, School of Information Technologies, University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Biomed. & Multimedia Inf. Technol. Res. Group, Univ. of Sydney, Sydney, NSW, Australia#TAB#","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033497816","display_name":"Stefan Eberl","orcid":"https://orcid.org/0000-0001-6069-7530"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stefan Eberl","raw_affiliation_strings":["The University of Sydney, Sydney, NSW, AU","Biomed. & Multimedia Inf. Technol. Res. Group, Univ. of Sydney, Sydney, NSW, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"The University of Sydney, Sydney, NSW, AU","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Biomed. & Multimedia Inf. Technol. Res. Group, Univ. of Sydney, Sydney, NSW, Australia#TAB#","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082979981","display_name":"Michael Fulham","orcid":"https://orcid.org/0000-0003-0602-6319"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Michael Fulham","raw_affiliation_strings":["The University of Sydney, Sydney, NSW, AU","Dept. of PET & Nucl. Med., Univ. of Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Sydney, Sydney, NSW, AU","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Dept. of PET & Nucl. Med., Univ. of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068891693","display_name":"Dagan Feng","orcid":"https://orcid.org/0000-0002-3381-214X"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David Feng","raw_affiliation_strings":["The University of Sydney, Sydney, NSW, AU","Biomed. & Multimedia Inf. Technol. Res. Group, Univ. of Sydney, Sydney, NSW, Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"The University of Sydney, Sydney, NSW, AU","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Biomed. & Multimedia Inf. Technol. Res. Group, Univ. of Sydney, Sydney, NSW, Australia#TAB#","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101569537"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":1.9051,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8799274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"22","issue":"9","first_page":"3578","last_page":"3590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9991999864578247,"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":0.9940000176429749,"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/level-set","display_name":"Level set (data structures)","score":0.6920307278633118},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6915565729141235},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6904076337814331},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6556118726730347},{"id":"https://openalex.org/keywords/active-contour-model","display_name":"Active contour model","score":0.5552922487258911},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5547376275062561},{"id":"https://openalex.org/keywords/level-set-method","display_name":"Level set method","score":0.5539087653160095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5261033177375793},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.5123411417007446},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.47693175077438354},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4743936061859131},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.45619305968284607},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45443078875541687},{"id":"https://openalex.org/keywords/geodesic","display_name":"Geodesic","score":0.44166502356529236},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43274685740470886},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3908899426460266}],"concepts":[{"id":"https://openalex.org/C153008295","wikidata":"https://www.wikidata.org/wiki/Q6535093","display_name":"Level set (data structures)","level":2,"score":0.6920307278633118},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6915565729141235},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6904076337814331},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6556118726730347},{"id":"https://openalex.org/C112353826","wikidata":"https://www.wikidata.org/wiki/Q127313","display_name":"Active contour model","level":4,"score":0.5552922487258911},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5547376275062561},{"id":"https://openalex.org/C125269122","wikidata":"https://www.wikidata.org/wiki/Q1751397","display_name":"Level set method","level":4,"score":0.5539087653160095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5261033177375793},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.5123411417007446},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.47693175077438354},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4743936061859131},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.45619305968284607},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45443078875541687},{"id":"https://openalex.org/C165818556","wikidata":"https://www.wikidata.org/wiki/Q213488","display_name":"Geodesic","level":2,"score":0.44166502356529236},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43274685740470886},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3908899426460266},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008327","descriptor_name":"Mammography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011860","descriptor_name":"Radiography, Abdominal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011860","descriptor_name":"Radiography, Abdominal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011860","descriptor_name":"Radiography, Abdominal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2013.2263145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2013.2263145","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:23686950","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23686950","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W40037269","https://openalex.org/W1496099826","https://openalex.org/W1595321132","https://openalex.org/W1977946246","https://openalex.org/W1979393293","https://openalex.org/W1981367467","https://openalex.org/W1985690171","https://openalex.org/W1991113069","https://openalex.org/W2023297597","https://openalex.org/W2025497947","https://openalex.org/W2082273163","https://openalex.org/W2114487471","https://openalex.org/W2115720090","https://openalex.org/W2116040950","https://openalex.org/W2119249988","https://openalex.org/W2139478903","https://openalex.org/W2143015120","https://openalex.org/W2144133758","https://openalex.org/W2148395215","https://openalex.org/W2149184914","https://openalex.org/W2155343350","https://openalex.org/W2161237731","https://openalex.org/W2165734775","https://openalex.org/W2168081935","https://openalex.org/W2532359871","https://openalex.org/W3046263005","https://openalex.org/W3046793738","https://openalex.org/W3211330693","https://openalex.org/W6780875255","https://openalex.org/W6781553434"],"related_works":["https://openalex.org/W2098360446","https://openalex.org/W2373659438","https://openalex.org/W2085859079","https://openalex.org/W1981799498","https://openalex.org/W2095049733","https://openalex.org/W2391867215","https://openalex.org/W2111620695","https://openalex.org/W1989828405","https://openalex.org/W2367780470","https://openalex.org/W2005424083"],"abstract_inverted_index":{"Segmentation":[0],"of":[1,44,119,157,184,206],"the":[2,24,30,42,64,67,74,81,87,104,110,113,133,136,142,195],"target":[3,82,111],"object(s)":[4],"from":[5,112],"images":[6,151,162],"that":[7,168],"have":[8,98],"multiple":[9,78],"complicated":[10,165],"regions,":[11],"mixture":[12],"intensity":[13,88],"distributions":[14],"or":[15],"are":[16,116],"corrupted":[17],"by":[18],"noise":[19,159],"poses":[20],"a":[21,53],"challenge":[22],"for":[23,174],"level":[25,34,129,138,144],"set":[26,35,130,183],"models.":[27],"In":[28],"addition,":[29],"conventional":[31],"piecewise":[32],"smooth":[33],"models":[36,73,173],"normally":[37],"require":[38],"prior":[39],"knowledge":[40],"about":[41],"number":[43],"image":[45,120,158],"segments.":[46],"To":[47],"address":[48],"these":[49,172],"problems,":[50],"we":[51],"propose":[52],"novel":[54],"segmentation":[55],"energy":[56,106],"function":[57,107],"with":[58,77,152,163],"two":[59],"distribution":[60,89,101],"descriptors":[61],"to":[62,108,126,178,194,201],"model":[63,189],"background":[65,71,76,114],"and":[66,90,115,140,155,160,176,204],"target.":[68],"The":[69],"single":[70],"descriptor":[72,83],"heterogeneous":[75],"regions.":[79],"Then,":[80],"takes":[84],"into":[85],"account":[86],"incorporates":[91],"local":[92],"spatial":[93],"constraint.":[94],"Our":[95],"descriptors,":[96],"which":[97],"more":[99,117,164],"complete":[100],"information,":[102],"construct":[103],"unique":[105],"differentiate":[109],"tolerant":[118],"noise.":[121,179,207],"We":[122],"compare":[123],"our":[124,169,188],"approach":[125],"three":[127],"other":[128],"models:":[131],"1)":[132],"Chan-Vese;":[134],"2)":[135],"multiphase":[137],"set;":[139],"3)":[141],"geodesic":[143],"set.":[145],"This":[146],"comparison":[147],"using":[148],"260":[149],"synthetic":[150,186],"varying":[153],"levels":[154,205],"types":[156,203],"medical":[161],"backgrounds":[166],"showed":[167],"method":[170],"outperforms":[171],"accuracy":[175],"immunity":[177],"On":[180],"an":[181],"additional":[182],"300":[185],"images,":[187],"is":[190],"also":[191],"less":[192],"sensitive":[193],"contour":[196],"initialization":[197],"as":[198,200],"well":[199],"different":[202]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
