{"id":"https://openalex.org/W2119281436","doi":"https://doi.org/10.1109/cvprw.2010.5543453","title":"Two-point correlation as a feature for histology images: Feature space structure and correlation updating","display_name":"Two-point correlation as a feature for histology images: Feature space structure and correlation updating","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2119281436","doi":"https://doi.org/10.1109/cvprw.2010.5543453","mag":"2119281436","pmid":"https://pubmed.ncbi.nlm.nih.gov/24154808"},"language":"en","primary_location":{"id":"doi:10.1109/cvprw.2010.5543453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2010.5543453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops","raw_type":"proceedings-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/A5034820084","display_name":"Lee Cooper","orcid":"https://orcid.org/0000-0002-3504-4965"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lee Cooper","raw_affiliation_strings":["Center for Comprehensive Informatics Emory University Atlanta, GA 30322","Center for Comprehensive Informatics; Emory University; Atlanta GA 30322 USA"],"affiliations":[{"raw_affiliation_string":"Center for Comprehensive Informatics Emory University Atlanta, GA 30322","institution_ids":["https://openalex.org/I150468666"]},{"raw_affiliation_string":"Center for Comprehensive Informatics; Emory University; Atlanta GA 30322 USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072946826","display_name":"Joel Saltz","orcid":"https://orcid.org/0000-0002-3451-2165"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joel Saltz","raw_affiliation_strings":["Center for Comprehensive Informatics, Emory University, Atlanta, GA, USA","Center for Comprehensive Informatics; Emory University; Atlanta GA 30322 USA"],"affiliations":[{"raw_affiliation_string":"Center for Comprehensive Informatics, Emory University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I150468666"]},{"raw_affiliation_string":"Center for Comprehensive Informatics; Emory University; Atlanta GA 30322 USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002832419","display_name":"Raghu Machiraju","orcid":"https://orcid.org/0000-0002-8101-8119"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raghu Machiraju","raw_affiliation_strings":["Department of Biomedical Informatics, Ohio State Uinversity, Columbus, OH, USA","Department of Biomedical Informatics, Ohio State University, Columbus, 43210, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Ohio State Uinversity, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Ohio State University, Columbus, 43210, USA#TAB#","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057366605","display_name":"Kun Huang","orcid":"https://orcid.org/0000-0002-8530-370X"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kun Huang","raw_affiliation_strings":["Department of Biomedical Informatics, Ohio State Uinversity, Columbus, OH, USA","Department of Biomedical Informatics, Ohio State University, Columbus, 43210, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Ohio State Uinversity, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Department of Biomedical Informatics, Ohio State University, Columbus, 43210, USA#TAB#","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034820084"],"corresponding_institution_ids":["https://openalex.org/I150468666"],"apc_list":null,"apc_paid":null,"fwci":0.9699,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78558074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994000196456909,"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"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7198402285575867},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6824761629104614},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6421597003936768},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6192480325698853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5802556276321411},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5768138766288757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5761575102806091},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5617208480834961},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5500161647796631},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5391291975975037},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4346825182437897},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.41103190183639526},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37139976024627686},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34414827823638916},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3276384472846985},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.07545515894889832}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7198402285575867},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6824761629104614},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6421597003936768},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6192480325698853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5802556276321411},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5768138766288757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5761575102806091},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5617208480834961},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5500161647796631},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5391291975975037},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4346825182437897},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.41103190183639526},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37139976024627686},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34414827823638916},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3276384472846985},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07545515894889832},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cvprw.2010.5543453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2010.5543453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops","raw_type":"proceedings-article"},{"id":"pmid:24154808","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24154808","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":"Conference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Workshops","raw_type":null},{"id":"pmh:oai:europepmc.org:2792881","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3803159","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1983379330","https://openalex.org/W2003361735","https://openalex.org/W2017757105","https://openalex.org/W2044465660","https://openalex.org/W2048030863","https://openalex.org/W2067191022","https://openalex.org/W2070238200","https://openalex.org/W2079375752","https://openalex.org/W2084185625","https://openalex.org/W2102182691","https://openalex.org/W2123240514","https://openalex.org/W2131219543","https://openalex.org/W2140560380","https://openalex.org/W2154345268","https://openalex.org/W2164931791"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W2561617217","https://openalex.org/W4294811468","https://openalex.org/W2355801475","https://openalex.org/W106004901","https://openalex.org/W2170062176","https://openalex.org/W4206659427","https://openalex.org/W2316648939","https://openalex.org/W2973622563","https://openalex.org/W4281664374"],"abstract_inverted_index":{"The":[0,91],"segmentation":[1],"of":[2,16,27,57,73,122,129],"tissues":[3,17,82,155],"in":[4],"whole-slide":[5],"histology":[6],"images":[7],"is":[8,41,100,104,133],"a":[9,63,141],"necessary":[10,112],"step":[11],"for":[12,34,66],"the":[13,25,38,71,77,96,120,127,130],"morphological":[14],"analyses":[15],"and":[18,46,61,95,102,135,156],"cellular":[19],"structures.":[20],"Previous":[21],"works":[22],"have":[23],"demonstrated":[24,152],"potential":[26],"two-point":[28],"correlation":[29,123,131],"functions":[30],"(TPCF)":[31],"as":[32],"features":[33,78],"tissue":[35],"segmentation,":[36],"however":[37],"feature":[39,59,68,75],"space":[40,60],"not":[42,111],"yet":[43],"well":[44],"understood":[45],"computational":[47],"methods":[48],"are":[49,83,110,151],"lacking.":[50],"This":[51],"paper":[52],"illustrates":[53],"several":[54],"fundamental":[55],"aspects":[56],"TPCF":[58,74,94],"contributes":[62],"fast":[64],"algorithm":[65],"deterministic":[67],"computation.":[69],"Despite":[70],"high-dimensionality":[72],"space,":[76],"corresponding":[79],"to":[80,85,113,137,140],"different":[81],"shown":[84,105,136],"be":[86],"characterized":[87],"by":[88],"low-dimensional":[89],"manifolds.":[90],"relationship":[92],"between":[93],"familiar":[97],"co-occurrence":[98],"matrix":[99],"highlighted,":[101],"it":[103],"that":[106],"costly":[107],"cross":[108],"correlations":[109],"achieve":[114,138],"an":[115],"accurate":[116],"segmentation.":[117],"For":[118],"computation,":[119],"method":[121],"updating,":[124],"based":[125],"on":[126,153],"linearity":[128],"operator,":[132],"proposed":[134],"up":[139],"67X":[142],"speedup":[143],"over":[144],"frequency":[145],"domain":[146],"computation":[147],"methods.":[148],"Segmentation":[149],"results":[150],"multiple":[154],"natural":[157],"texture":[158],"images.":[159]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
