{"id":"https://openalex.org/W2565398487","doi":"https://doi.org/10.1109/dicta.2016.7797097","title":"White Blood Cell Nuclei Segmentation Using Level Set Methods and Geometric Active Contours","display_name":"White Blood Cell Nuclei Segmentation Using Level Set Methods and Geometric Active Contours","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2565398487","doi":"https://doi.org/10.1109/dicta.2016.7797097","mag":"2565398487"},"language":"en","primary_location":{"id":"doi:10.1109/dicta.2016.7797097","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2016.7797097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA)","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/A5069736655","display_name":"Khamael Al-Dulaimi","orcid":"https://orcid.org/0000-0001-7248-7522"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Khamael Al-Dulaimi","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038941815","display_name":"Inmaculada Tomeo-Reyes","orcid":"https://orcid.org/0000-0001-8233-1011"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Inmaculada Tomeo-Reyes","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068579858","display_name":"Jasmine Banks","orcid":"https://orcid.org/0000-0003-1507-9682"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jasmine Banks","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001328179","display_name":"Vinod Chandran","orcid":"https://orcid.org/0000-0003-3185-0852"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vinod Chandran","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069736655"],"corresponding_institution_ids":["https://openalex.org/I160993911"],"apc_list":null,"apc_paid":null,"fwci":2.3381,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.9265276,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9998999834060669,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9998999834060669,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9836000204086304,"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/T10862","display_name":"AI in cancer detection","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8007044792175293},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7985653877258301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6739509105682373},{"id":"https://openalex.org/keywords/level-set-method","display_name":"Level set method","score":0.6603768467903137},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.6003007292747498},{"id":"https://openalex.org/keywords/active-contour-model","display_name":"Active contour model","score":0.5724608898162842},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5700789093971252},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.5629000663757324},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5558270215988159},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.534045398235321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5155255794525146},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.49319571256637573},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4924839437007904},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.49030593037605286},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3211480379104614},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.122351735830307}],"concepts":[{"id":"https://openalex.org/C153008295","wikidata":"https://www.wikidata.org/wiki/Q6535093","display_name":"Level set (data structures)","level":2,"score":0.8007044792175293},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7985653877258301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6739509105682373},{"id":"https://openalex.org/C125269122","wikidata":"https://www.wikidata.org/wiki/Q1751397","display_name":"Level set method","level":4,"score":0.6603768467903137},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.6003007292747498},{"id":"https://openalex.org/C112353826","wikidata":"https://www.wikidata.org/wiki/Q127313","display_name":"Active contour model","level":4,"score":0.5724608898162842},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5700789093971252},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.5629000663757324},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5558270215988159},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.534045398235321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5155255794525146},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.49319571256637573},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4924839437007904},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.49030593037605286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3211480379104614},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.122351735830307},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dicta.2016.7797097","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2016.7797097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W43477438","https://openalex.org/W327542929","https://openalex.org/W1486242743","https://openalex.org/W1522670188","https://openalex.org/W1526834047","https://openalex.org/W1938743710","https://openalex.org/W1976756294","https://openalex.org/W2000897614","https://openalex.org/W2010104545","https://openalex.org/W2010975286","https://openalex.org/W2026950839","https://openalex.org/W2043453693","https://openalex.org/W2093834886","https://openalex.org/W2096474426","https://openalex.org/W2099290282","https://openalex.org/W2104773967","https://openalex.org/W2105583547","https://openalex.org/W2139440232","https://openalex.org/W2144133758","https://openalex.org/W2146837305","https://openalex.org/W2156162403","https://openalex.org/W2161237731","https://openalex.org/W2170796084","https://openalex.org/W2184942693","https://openalex.org/W2237123602","https://openalex.org/W2249223245","https://openalex.org/W2344725388","https://openalex.org/W3109877047","https://openalex.org/W3141186637","https://openalex.org/W3165165901","https://openalex.org/W4212991783","https://openalex.org/W4285719527","https://openalex.org/W6611377119","https://openalex.org/W6653423199","https://openalex.org/W6673940755","https://openalex.org/W6675630513","https://openalex.org/W6683090121","https://openalex.org/W6686408030","https://openalex.org/W6796338099"],"related_works":["https://openalex.org/W2098360446","https://openalex.org/W2373659438","https://openalex.org/W2102683994","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/W2392905701"],"abstract_inverted_index":{"A":[0],"new":[1],"method":[2,133],"for":[3,112],"segmenting":[4],"white":[5,59,113],"blood":[6,60,114],"cells":[7,61],"nuclei":[8,23],"in":[9,30],"microscopic":[10],"images":[11],"is":[12,119,134],"presented.":[13],"Challenges":[14],"to":[15,35,54,75,95,136],"accurate":[16],"segmentation":[17,123],"include":[18],"intra-class":[19],"variation":[20],"of":[21,40,58,99],"the":[22,31,56,63,66,96,100,126,131],"cell":[24,32,67,79,101,115],"boundaries,":[25],"non-uniform":[26],"illumination,":[27],"and":[28,38,48,65,81,92,130],"changes":[29],"topology":[33,98],"due":[34],"its":[36],"orientation":[37],"stage":[39],"maturity.":[41],"In":[42],"this":[43],"research,":[44],"level":[45],"set":[46,70],"methods":[47,71,124],"geometric":[49],"active":[50,86,105],"contours":[51,87],"are":[52,82,88],"used":[53,111],"segment":[55],"nucleus":[57],"from":[62],"cytoplasm":[64],"wall.":[68],"Level":[69],"use":[72],"morphological":[73],"operations":[74],"estimate":[76],"an":[77],"initial":[78],"boundary":[80,102],"fully":[83],"automated.":[84],"Geometric":[85],"less":[89],"computationally":[90],"complex":[91],"adapt":[93],"better":[94],"curve":[97],"than":[103],"parametric":[104],"contours,":[106],"which":[107],"have":[108],"been":[109],"previously":[110],"segmentation.":[116],"Segmentation":[117],"performance":[118],"compared":[120],"with":[121],"other":[122],"using":[125,139],"Berkeley":[127],"benchmark":[128],"database":[129],"proposed":[132],"shown":[135],"be":[137],"superior":[138],"various":[140],"indices.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}