{"id":"https://openalex.org/W2560644659","doi":"https://doi.org/10.1109/tvcg.2016.2637904","title":"A GPU-Accelerated Approach for Feature Tracking in Time-Varying Imagery Datasets","display_name":"A GPU-Accelerated Approach for Feature Tracking in Time-Varying Imagery Datasets","publication_year":2016,"publication_date":"2016-12-09","ids":{"openalex":"https://openalex.org/W2560644659","doi":"https://doi.org/10.1109/tvcg.2016.2637904","mag":"2560644659","pmid":"https://pubmed.ncbi.nlm.nih.gov/27959814"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2016.2637904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2016.2637904","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/A5030932723","display_name":"Chao Peng","orcid":"https://orcid.org/0000-0001-8838-2469"},"institutions":[{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chao Peng","raw_affiliation_strings":["Department of Computer Science, University of Alabama in Huntsville, Huntsville, AL"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Alabama in Huntsville, Huntsville, AL","institution_ids":["https://openalex.org/I82495205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043370681","display_name":"Sandip Sahani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sandip Sahani","raw_affiliation_strings":["Software Engineer with Apple Inc"],"affiliations":[{"raw_affiliation_string":"Software Engineer with Apple Inc","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083721897","display_name":"John Rushing","orcid":null},"institutions":[{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Rushing","raw_affiliation_strings":["Information Technology and System Center, University of Alabama in Huntsville, AL"],"affiliations":[{"raw_affiliation_string":"Information Technology and System Center, University of Alabama in Huntsville, AL","institution_ids":["https://openalex.org/I82495205"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030932723"],"corresponding_institution_ids":["https://openalex.org/I82495205"],"apc_list":null,"apc_paid":null,"fwci":1.336,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87260644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"23","issue":"10","first_page":"2262","last_page":"2274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12923","display_name":"Digital Image Processing Techniques","score":0.9995999932289124,"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/T12923","display_name":"Digital Image Processing Techniques","score":0.9995999932289124,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9969000220298767,"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":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8963024020195007},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5534492135047913},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.5368849039077759},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.516293466091156},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.46986114978790283},{"id":"https://openalex.org/keywords/memory-hierarchy","display_name":"Memory hierarchy","score":0.4533237814903259},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.4481915831565857}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8963024020195007},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5534492135047913},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.5368849039077759},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.516293466091156},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.46986114978790283},{"id":"https://openalex.org/C2778100165","wikidata":"https://www.wikidata.org/wiki/Q1589327","display_name":"Memory hierarchy","level":3,"score":0.4533237814903259},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.4481915831565857},{"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":2,"locations":[{"id":"doi:10.1109/tvcg.2016.2637904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2016.2637904","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:27959814","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27959814","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/G2842582817","display_name":null,"funder_award_id":"CNS 1464323","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320323755","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W32156417","https://openalex.org/W76529207","https://openalex.org/W146775145","https://openalex.org/W1497790312","https://openalex.org/W1504291959","https://openalex.org/W1564804348","https://openalex.org/W1577996138","https://openalex.org/W1870211974","https://openalex.org/W1963859303","https://openalex.org/W1964922746","https://openalex.org/W1968523623","https://openalex.org/W1973437677","https://openalex.org/W1994001225","https://openalex.org/W2023001501","https://openalex.org/W2028499920","https://openalex.org/W2034379488","https://openalex.org/W2040582952","https://openalex.org/W2062272434","https://openalex.org/W2066637933","https://openalex.org/W2087918579","https://openalex.org/W2096579040","https://openalex.org/W2103352588","https://openalex.org/W2107593895","https://openalex.org/W2118331541","https://openalex.org/W2119844854","https://openalex.org/W2119984419","https://openalex.org/W2129042353","https://openalex.org/W2256665843","https://openalex.org/W2488765712","https://openalex.org/W2543810362","https://openalex.org/W3138798301","https://openalex.org/W3146319901","https://openalex.org/W6605989173","https://openalex.org/W6633773014","https://openalex.org/W6677702289"],"related_works":["https://openalex.org/W3213381848","https://openalex.org/W2017587301","https://openalex.org/W2012954338","https://openalex.org/W2005148983","https://openalex.org/W2096672917","https://openalex.org/W2392023973","https://openalex.org/W2939411666","https://openalex.org/W1542410906","https://openalex.org/W197049984","https://openalex.org/W1993191611"],"abstract_inverted_index":{"We":[0,42],"propose":[1],"a":[2,115,130,138,151,156,168],"novel":[3,116],"parallel":[4,36,131],"connected":[5],"component":[6],"labeling":[7],"(CCL)":[8],"algorithm":[9,119],"along":[10],"with":[11,35,155],"efficient":[12,192],"out-of-core":[13],"data":[14,33,45,111],"management":[15],"to":[16,30,54,68,76,82,96,110,120,187],"detect":[17],"and":[18,49,80,86,141],"track":[19],"feature":[20,104],"regions":[21,105],"of":[22,172,174,180,190],"large":[23,56],"time-varying":[24,175],"imagery":[25],"datasets.":[26],"Our":[27,148],"approach":[28,164,182],"contributes":[29],"the":[31,44,55,58,72,99,103,122,146,188,201],"big":[32],"field":[34],"algorithms":[37],"tailored":[38],"for":[39],"GPU":[40,83],"architectures.":[41],"remove":[43],"dependency":[46],"between":[47],"frames":[48],"achieve":[50],"pixel-level":[51],"parallelism.":[52],"Due":[53],"size,":[57],"entire":[59],"dataset":[60,170],"cannot":[61],"fit":[62,97],"into":[63,98],"cached":[64],"memory.":[65],"Frames":[66],"have":[67],"be":[69],"streamed":[70],"through":[71],"memory":[73,79],"hierarchy":[74],"(disk":[75],"CPU":[77,193],"main":[78],"then":[81],"memory),":[84],"partitioned,":[85],"processed":[87],"as":[88],"batches,":[89],"where":[90],"each":[91],"batch":[92,117],"is":[93,135,197],"small":[94],"enough":[95],"GPU.":[100,147,158],"To":[101],"reconnect":[102],"that":[106,162],"are":[107,183],"separated":[108],"due":[109],"partitioning,":[112],"we":[113],"present":[114],"merging":[118],"extract":[121],"region":[123],"connection":[124],"information":[125,134],"across":[126],"multiple":[127],"batches":[128],"in":[129,137],"fashion.":[132],"The":[133,159,178],"organized":[136],"memory-efficient":[139],"structure":[140],"supports":[142],"fast":[143],"indexing":[144],"on":[145],"experiment":[149],"uses":[150],"commodity":[152],"workstation":[153],"equipped":[154],"single":[157],"results":[160],"show":[161],"our":[163,181],"can":[165],"efficiently":[166],"process":[167],"weather":[169,202],"composed":[171],"terabytes":[173],"radar":[176],"images.":[177],"advantages":[179],"demonstrated":[184],"by":[185,200],"comparing":[186],"performance":[189],"an":[191],"cluster":[194],"implementation":[195],"which":[196],"being":[198],"used":[199],"scientists.":[203]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
