{"id":"https://openalex.org/W2888579198","doi":"https://doi.org/10.1109/tvcg.2018.2864847","title":"Culling for Extreme-Scale Segmentation Volumes: A Hybrid Deterministic and Probabilistic Approach","display_name":"Culling for Extreme-Scale Segmentation Volumes: A Hybrid Deterministic and Probabilistic Approach","publication_year":2018,"publication_date":"2018-08-22","ids":{"openalex":"https://openalex.org/W2888579198","doi":"https://doi.org/10.1109/tvcg.2018.2864847","mag":"2888579198","pmid":"https://pubmed.ncbi.nlm.nih.gov/30136947"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2018.2864847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2018.2864847","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","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/A5010238198","display_name":"Johanna Beyer","orcid":"https://orcid.org/0000-0002-3505-9171"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Johanna Beyer","raw_affiliation_strings":["Harvard University, Cambridge, MA, US"],"affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, MA, US","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020730215","display_name":"Haneen Mohammed","orcid":"https://orcid.org/0000-0002-4535-1926"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haneen Mohammed","raw_affiliation_strings":["Harvard University, Cambridge, MA, US"],"affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, MA, US","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013856888","display_name":"Marco Agus","orcid":"https://orcid.org/0000-0003-2752-3525"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Marco Agus","raw_affiliation_strings":["King Abdullah University of Science and Technology, Thuwal, SA"],"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology, Thuwal, SA","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049241635","display_name":"Ali K. Al-Awami","orcid":"https://orcid.org/0000-0002-8725-1958"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ali K. Al-Awami","raw_affiliation_strings":["King Abdullah University of Science and Technology, Thuwal, SA"],"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology, Thuwal, SA","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043151044","display_name":"Hanspeter Pfister","orcid":"https://orcid.org/0000-0002-3620-2582"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanspeter Pfister","raw_affiliation_strings":["Harvard University, Cambridge, MA, US"],"affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, MA, US","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008754293","display_name":"Markus Hadwiger","orcid":"https://orcid.org/0000-0003-1239-4871"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Markus Hadwiger","raw_affiliation_strings":["King Abdullah University of Science and Technology, Thuwal, SA"],"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology, Thuwal, SA","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5010238198"],"corresponding_institution_ids":["https://openalex.org/I2801851002"],"apc_list":null,"apc_paid":null,"fwci":0.7312,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.76657839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"25","issue":"1","first_page":"1132","last_page":"1141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval 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/T10627","display_name":"Advanced Image and Video Retrieval 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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9959999918937683,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.995199978351593,"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":0.8051376938819885},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.5276205539703369},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4790416955947876},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4664176404476166},{"id":"https://openalex.org/keywords/tree-traversal","display_name":"Tree traversal","score":0.43818527460098267},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.4128398895263672},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3817443251609802},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35744619369506836},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3235241174697876},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20756492018699646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8051376938819885},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.5276205539703369},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4790416955947876},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4664176404476166},{"id":"https://openalex.org/C140745168","wikidata":"https://www.wikidata.org/wiki/Q1210082","display_name":"Tree traversal","level":2,"score":0.43818527460098267},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.4128398895263672},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3817443251609802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35744619369506836},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3235241174697876},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20756492018699646},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2018.2864847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2018.2864847","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:30136947","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30136947","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 visualization and computer graphics","raw_type":null},{"id":"pmh:oai:repository.kaust.edu.sa:10754/630554","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/630554","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322320","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1513082520","https://openalex.org/W1544449924","https://openalex.org/W1569878055","https://openalex.org/W1950817113","https://openalex.org/W1967373117","https://openalex.org/W1973008108","https://openalex.org/W1975899001","https://openalex.org/W1976032673","https://openalex.org/W1995597981","https://openalex.org/W2001749563","https://openalex.org/W2033764699","https://openalex.org/W2036089039","https://openalex.org/W2058417985","https://openalex.org/W2070991879","https://openalex.org/W2081181113","https://openalex.org/W2089375079","https://openalex.org/W2100196192","https://openalex.org/W2103210990","https://openalex.org/W2106370129","https://openalex.org/W2109418048","https://openalex.org/W2113001609","https://openalex.org/W2113078208","https://openalex.org/W2116435146","https://openalex.org/W2123845384","https://openalex.org/W2126540423","https://openalex.org/W2135278297","https://openalex.org/W2145195191","https://openalex.org/W2145824320","https://openalex.org/W2147846431","https://openalex.org/W2149586697","https://openalex.org/W2155276967","https://openalex.org/W2157025482","https://openalex.org/W2158213074","https://openalex.org/W2166103081","https://openalex.org/W2167790496","https://openalex.org/W2589379462","https://openalex.org/W2751685860","https://openalex.org/W2752101027","https://openalex.org/W2759878005","https://openalex.org/W2949366051","https://openalex.org/W2953202204","https://openalex.org/W3123260685","https://openalex.org/W3125773275","https://openalex.org/W3141802282","https://openalex.org/W3145994861","https://openalex.org/W3147279153","https://openalex.org/W3151224251","https://openalex.org/W4245815701","https://openalex.org/W4246198637","https://openalex.org/W4255904985","https://openalex.org/W6682828673","https://openalex.org/W6734232148","https://openalex.org/W6743677816"],"related_works":["https://openalex.org/W170547082","https://openalex.org/W2136735429","https://openalex.org/W2587876411","https://openalex.org/W2358332176","https://openalex.org/W3110101717","https://openalex.org/W4287647396","https://openalex.org/W4296965450","https://openalex.org/W3090291499","https://openalex.org/W2361165494","https://openalex.org/W2276492579"],"abstract_inverted_index":{"With":[0],"the":[1,14,49,123,157,163,171,191,203,211,223],"rapid":[2],"increase":[3],"in":[4,34,114,198,259],"raw":[5,50],"volume":[6],"data":[7,41,113,118,134,159,231],"sizes,":[8],"such":[9],"as":[10,23,36,38,86,262,264],"terabyte-sized":[11],"microscopy":[12],"volumes,":[13],"corresponding":[15],"segmentation":[16],"label":[17,29,112,124,133,172],"volumes":[18],"have":[19],"become":[20],"extremely":[21],"large":[22,230],"well.":[24],"We":[25,81,155,218],"focus":[26],"on":[27,215],"integer":[28],"data,":[30],"whose":[31],"efficient":[32,92],"representation":[33,141,151,204],"memory,":[35],"well":[37,263],"fast":[39,74,143],"random":[40],"access,":[42],"pose":[43],"an":[44,220],"even":[45],"greater":[46],"challenge":[47],"than":[48,241],"image":[51],"data.":[52],"Often,":[53],"it":[54,195],"is":[55,206],"crucial":[56],"to":[57,60,83,90,250],"be":[58],"able":[59],"rapidly":[61],"identify":[62],"which":[63],"segments":[64],"are":[65],"located":[66],"where,":[67],"whether":[68],"for":[69,73,77,142,152,161,209],"empty":[70],"space":[71],"skipping":[72],"rendering,":[75],"or":[76,146],"spatial":[78,167],"proximity":[79],"queries.":[80,154],"refer":[82],"this":[84],"process":[85],"culling.":[87],"In":[88,127],"order":[89],"enable":[91],"culling":[93,184,252],"of":[94,96,111,165,222,225],"millions":[95],"labeled":[97,244],"segments,":[98,245],"we":[99,121,130,178,193],"present":[100],"a":[101,115,137,147,181,188,236],"novel":[102,182],"hybrid":[103],"approach":[104,227,255],"that":[105,120,205],"combines":[106],"deterministic":[107,148],"and":[108,197,246],"probabilistic":[109,138],"representations":[110],"data-adaptive":[116],"hierarchical":[117],"structure":[119],"call":[122],"list":[125,173],"tree.":[126,174],"each":[128,166,199],"node,":[129],"adaptively":[131,201],"encode":[132],"using":[135],"either":[136],"constant-time":[139],"access":[140,150],"conservative":[144],"culling,":[145],"logarithmic-time":[149],"exact":[153],"choose":[156],"best":[158,207],"structures":[160],"representing":[162],"labels":[164],"region":[168],"while":[169],"building":[170],"At":[175],"run":[176],"time,":[177],"further":[179],"employ":[180],"query-adaptive":[183],"strategy.":[185],"While":[186],"filtering":[187],"query":[189,266],"down":[190],"tree,":[192],"prune":[194],"successively,":[196],"node":[200],"select":[202],"suited":[208],"evaluating":[210],"pruned":[212],"query,":[213],"depending":[214],"its":[216],"size.":[217],"show":[219],"analysis":[221],"efficiency":[224],"our":[226,248],"with":[228,239],"several":[229],"sets":[232],"from":[233],"connectomics,":[234],"including":[235],"brain":[237],"scan":[238],"more":[240],"13":[242],"million":[243],"compare":[247],"method":[249],"conventional":[251],"approaches.":[253],"Our":[254],"achieves":[256],"significant":[257],"reductions":[258],"storage":[260],"size":[261],"faster":[265],"times.":[267]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}