{"id":"https://openalex.org/W7124180520","doi":"https://doi.org/10.1109/tvcg.2026.3653310","title":"Materializing Inter-Channel Relationships With Multi-Density Woodcock Tracking","display_name":"Materializing Inter-Channel Relationships With Multi-Density Woodcock Tracking","publication_year":2026,"publication_date":"2026-01-14","ids":{"openalex":"https://openalex.org/W7124180520","doi":"https://doi.org/10.1109/tvcg.2026.3653310","pmid":"https://pubmed.ncbi.nlm.nih.gov/41533617"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2026.3653310","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2026.3653310","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/A5052409698","display_name":"Alper Sahistan","orcid":"https://orcid.org/0000-0002-3480-7713"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alper Sahistan","raw_affiliation_strings":["SCI Institute, University of Utah, Salt Lake City, UT, USA"],"raw_orcid":"https://orcid.org/0000-0002-3480-7713","affiliations":[{"raw_affiliation_string":"SCI Institute, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065331110","display_name":"Stefan Zellmann","orcid":"https://orcid.org/0000-0003-2880-9090"},"institutions":[{"id":"https://openalex.org/I180923762","display_name":"University of Cologne","ror":"https://ror.org/00rcxh774","country_code":"DE","type":"education","lineage":["https://openalex.org/I180923762"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Zellmann","raw_affiliation_strings":["University of Cologne, Cologne, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2880-9090","affiliations":[{"raw_affiliation_string":"University of Cologne, Cologne, Germany","institution_ids":["https://openalex.org/I180923762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078150260","display_name":"Haichao Miao","orcid":"https://orcid.org/0000-0001-6580-2918"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haichao Miao","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6580-2918","affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, CA, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075651562","display_name":"Nate Morrical","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nate Morrical","raw_affiliation_strings":["NVIDIA Corporation, Santa Clara, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2262-6974","affiliations":[{"raw_affiliation_string":"NVIDIA Corporation, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123041410","display_name":"Ingo Wald","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ingo Wald","raw_affiliation_strings":["NVIDIA Corporation, Santa Clara, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-0046-713X","affiliations":[{"raw_affiliation_string":"NVIDIA Corporation, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009460413","display_name":"Valerio Pascucci","orcid":"https://orcid.org/0000-0002-8877-2042"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valerio Pascucci","raw_affiliation_strings":["SCI Institute, University of Utah, Salt Lake City, UT, USA"],"raw_orcid":"https://orcid.org/0000-0002-8877-2042","affiliations":[{"raw_affiliation_string":"SCI Institute, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07380608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"3","first_page":"2726","last_page":"2740"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9297999739646912,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9297999739646912,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.027799999341368675,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.009800000116229057,"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/rendering","display_name":"Rendering (computer graphics)","score":0.792900025844574},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7093999981880188},{"id":"https://openalex.org/keywords/woodcock","display_name":"Woodcock","score":0.5411999821662903},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5024999976158142},{"id":"https://openalex.org/keywords/scientific-visualization","display_name":"Scientific visualization","score":0.4684000015258789},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4377000033855438},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.39579999446868896},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.3709999918937683}],"concepts":[{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.792900025844574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7872999906539917},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7093999981880188},{"id":"https://openalex.org/C2781415797","wikidata":"https://www.wikidata.org/wiki/Q642855","display_name":"Woodcock","level":2,"score":0.5411999821662903},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5024999976158142},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4805000126361847},{"id":"https://openalex.org/C59740354","wikidata":"https://www.wikidata.org/wiki/Q2737866","display_name":"Scientific visualization","level":3,"score":0.4684000015258789},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4377000033855438},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4311000108718872},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.42969998717308044},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.39579999446868896},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.3709999918937683},{"id":"https://openalex.org/C30769735","wikidata":"https://www.wikidata.org/wiki/Q2165951","display_name":"Volume rendering","level":3,"score":0.3596000075340271},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.357699990272522},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.32670000195503235},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.30869999527931213},{"id":"https://openalex.org/C2987395694","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Feature tracking","level":3,"score":0.29829999804496765},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.25290000438690186},{"id":"https://openalex.org/C116921373","wikidata":"https://www.wikidata.org/wiki/Q2816483","display_name":"Real-time rendering","level":3,"score":0.251800000667572}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2026.3653310","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2026.3653310","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:41533617","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41533617","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G312585651","display_name":null,"funder_award_id":"OAC 2138811","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G447207306","display_name":null,"funder_award_id":"CI CoE 2127548","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7246843201","display_name":null,"funder_award_id":"OISE 2330582","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7873747242","display_name":null,"funder_award_id":"80NSSC23M0013","funder_id":"https://openalex.org/F4320332374","funder_display_name":"Ames Research Center"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332374","display_name":"Ames Research Center","ror":"https://ror.org/02acart68"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W63918557","https://openalex.org/W1498712972","https://openalex.org/W1905963256","https://openalex.org/W1950817113","https://openalex.org/W1965140766","https://openalex.org/W1971993655","https://openalex.org/W1972918818","https://openalex.org/W1990325394","https://openalex.org/W2032305628","https://openalex.org/W2044172534","https://openalex.org/W2068303776","https://openalex.org/W2070571659","https://openalex.org/W2074707348","https://openalex.org/W2083914765","https://openalex.org/W2087714735","https://openalex.org/W2110606751","https://openalex.org/W2122140178","https://openalex.org/W2138867322","https://openalex.org/W2161446118","https://openalex.org/W2161730051","https://openalex.org/W2166103081","https://openalex.org/W2180446379","https://openalex.org/W2398553357","https://openalex.org/W2619939679","https://openalex.org/W2738821415","https://openalex.org/W2739603849","https://openalex.org/W2966871122","https://openalex.org/W2983579636","https://openalex.org/W2995807199","https://openalex.org/W3081612277","https://openalex.org/W3092504589","https://openalex.org/W3136953890","https://openalex.org/W3151224251","https://openalex.org/W3194932408","https://openalex.org/W3214816887","https://openalex.org/W4212877883","https://openalex.org/W4237648096","https://openalex.org/W4248361079","https://openalex.org/W4297458048","https://openalex.org/W4362500583","https://openalex.org/W4385526817","https://openalex.org/W4387934963","https://openalex.org/W4387948506","https://openalex.org/W4387986913","https://openalex.org/W4399491736","https://openalex.org/W4414182237"],"related_works":[],"abstract_inverted_index":{"Volume":[0],"rendering":[1,30],"techniques":[2],"for":[3,14],"scientific":[4],"visualization":[5,24],"have":[6],"recently":[7],"shifted":[8],"toward":[9],"Monte":[10],"Carlo":[11],"(MC)":[12],"methods":[13],"their":[15,20],"flexibility":[16],"and":[17,95],"robustness,":[18],"but":[19],"use":[21],"in":[22,101],"multi-channel":[23,28,64],"remains":[25],"underexplored.":[26],"Traditional":[27],"volume":[29],"often":[31],"relies":[32],"on":[33,112],"arbitrary,":[34],"non-physically":[35],"based":[36],"color":[37],"blending":[38,78,83],"functions":[39,84],"that":[40,54,80,92],"hinder":[41],"interpretation.":[42],"We":[43,88],"introduce":[44],"multi-density":[45],"Woodcock":[46,52],"tracking,":[47,73],"a":[48,76],"simple":[49],"extension":[50],"of":[51],"tracking":[53],"leverages":[55],"an":[56],"MC":[57],"method":[58],"to":[59],"produce":[60],"high-fidelity,":[61],"physically":[62],"grounded":[63],"renderings":[65],"without":[66],"arbitrary":[67],"blending.":[68],"By":[69,98],"generalizing":[70],"Woodcock's":[71],"distance":[72],"we":[74],"provide":[75],"unified":[77],"modality":[79],"also":[81],"integrates":[82],"from":[85],"prior":[86],"works.":[87],"further":[89],"implement":[90],"effects":[91],"enhance":[93],"boundary":[94],"feature":[96],"recognition.":[97],"accumulating":[99],"frames":[100],"real-time,":[102],"our":[103],"approach":[104],"delivers":[105],"high-quality":[106],"visualizations":[107],"with":[108],"perceptual":[109],"benefits,":[110],"demonstrated":[111],"diverse":[113],"datasets.":[114]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-01-15T00:00:00"}
