{"id":"https://openalex.org/W2021197884","doi":"https://doi.org/10.1109/wacv.2014.6836063","title":"Improving streaming video segmentation with early and mid-level visual processing","display_name":"Improving streaming video segmentation with early and mid-level visual processing","publication_year":2014,"publication_date":"2014-03-01","ids":{"openalex":"https://openalex.org/W2021197884","doi":"https://doi.org/10.1109/wacv.2014.6836063","mag":"2021197884"},"language":"en","primary_location":{"id":"doi:10.1109/wacv.2014.6836063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv.2014.6836063","pdf_url":null,"source":{"id":"https://openalex.org/S4393918690","display_name":"IEEE Winter Conference on Applications of Computer Vision","issn_l":"2472-6737","issn":["2472-6737"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Winter Conference on Applications of Computer Vision","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103091648","display_name":"Subarna Tripathi","orcid":"https://orcid.org/0000-0002-2757-4923"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subarna Tripathi","raw_affiliation_strings":["University of California San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California San Diego","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060901163","display_name":"Youngbae Hwang","orcid":"https://orcid.org/0000-0002-3400-0493"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngbae Hwang","raw_affiliation_strings":["Korea Electronics Technology Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018609918","display_name":"Serge Belongie","orcid":"https://orcid.org/0000-0002-0388-5217"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I76513827","display_name":"New York City College of Technology","ror":"https://ror.org/021a7pw18","country_code":"US","type":"education","lineage":["https://openalex.org/I76513827"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Serge Belongie","raw_affiliation_strings":["Cornell NYC Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell NYC Tech","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I76513827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081826794","display_name":"Truong Thao Nguyen","orcid":"https://orcid.org/0000-0003-3641-374X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Truong Nguyen","raw_affiliation_strings":["University of California San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California San Diego","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5394,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6785665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"1","issue":null,"first_page":"477","last_page":"484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","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/T10531","display_name":"Advanced Vision and Imaging","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/T11105","display_name":"Advanced 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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994999766349792,"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":0.8401398658752441},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7522619962692261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7359403371810913},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6621230244636536},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6399065852165222},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6027007102966309},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4951092302799225},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.48115074634552},{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.444098562002182},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.44158151745796204},{"id":"https://openalex.org/keywords/motion-compensation","display_name":"Motion compensation","score":0.4304809868335724}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8401398658752441},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7522619962692261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7359403371810913},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6621230244636536},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6399065852165222},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6027007102966309},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4951092302799225},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.48115074634552},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.444098562002182},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.44158151745796204},{"id":"https://openalex.org/C128840427","wikidata":"https://www.wikidata.org/wiki/Q1302174","display_name":"Motion compensation","level":2,"score":0.4304809868335724},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wacv.2014.6836063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv.2014.6836063","pdf_url":null,"source":{"id":"https://openalex.org/S4393918690","display_name":"IEEE Winter Conference on Applications of Computer Vision","issn_l":"2472-6737","issn":["2472-6737"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Winter Conference on Applications of Computer Vision","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":19,"referenced_works":["https://openalex.org/W65124300","https://openalex.org/W159595522","https://openalex.org/W1955404912","https://openalex.org/W1967268147","https://openalex.org/W1999305212","https://openalex.org/W2020163092","https://openalex.org/W2068994826","https://openalex.org/W2081432165","https://openalex.org/W2094667469","https://openalex.org/W2104666084","https://openalex.org/W2142912032","https://openalex.org/W2143516773","https://openalex.org/W2293105860","https://openalex.org/W2944523811","https://openalex.org/W3144586139","https://openalex.org/W6606481039","https://openalex.org/W6670927870","https://openalex.org/W6675921357","https://openalex.org/W6792643289"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W2046316885","https://openalex.org/W2187171999","https://openalex.org/W2061519998","https://openalex.org/W1491752883","https://openalex.org/W1889918572"],"abstract_inverted_index":{"Despite":[0],"recent":[1],"advances":[2],"in":[3,103,110],"video":[4,30,75,109],"segmentation,":[5],"many":[6],"opportunities":[7],"remain":[8],"to":[9,24,80,105],"improve":[10],"it":[11],"using":[12],"a":[13,108,111],"variety":[14],"of":[15,46,52,91,99],"low":[16],"and":[17,37,59,67],"mid-level":[18],"visual":[19,40],"cues.":[20],"We":[21,64,82],"propose":[22],"improvements":[23],"the":[25,50,84],"leading":[26],"streaming":[27],"graph-based":[28],"hierarchical":[29,53],"segmentation":[31],"(streamGBH)":[32],"method":[33],"based":[34],"on":[35],"early":[36],"mid":[38],"level":[39,74],"processing.":[41],"The":[42],"extensive":[43],"experimental":[44],"analysis":[45,76],"our":[47],"approach":[48],"validates":[49],"improvement":[51],"supervoxel":[54],"representation":[55],"by":[56,97],"incorporating":[57],"motion":[58,94,101],"color":[60],"with":[61],"effective":[62],"filtering.":[63],"also":[65],"pose":[66],"illuminate":[68],"some":[69],"open":[70],"questions":[71],"towards":[72,89],"intermediate":[73],"as":[77,86,121],"further":[78],"extension":[79],"streamGBH.":[81],"exploit":[83],"supervoxels":[85],"an":[87],"initialization":[88],"estimation":[90],"dominant":[92],"affine":[93],"regions,":[95],"followed":[96],"merging":[98],"such":[100,120],"regions":[102],"order":[104],"hierarchically":[106],"segment":[107],"novel":[112],"motion-segmentation":[113],"framework":[114],"which":[115],"aims":[116],"at":[117],"subsequent":[118],"applications":[119],"foreground":[122],"recognition.":[123]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}