{"id":"https://openalex.org/W1978619524","doi":"https://doi.org/10.1117/12.2083165","title":"Semantic video segmentation using both appearance and geometric information","display_name":"Semantic video segmentation using both appearance and geometric information","publication_year":2015,"publication_date":"2015-02-08","ids":{"openalex":"https://openalex.org/W1978619524","doi":"https://doi.org/10.1117/12.2083165","mag":"1978619524"},"language":"en","primary_location":{"id":"doi:10.1117/12.2083165","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2083165","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"type":"article","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/A5077081621","display_name":"Jihwan Woo","orcid":"https://orcid.org/0000-0003-2227-5948"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jihwan Woo","raw_affiliation_strings":["Samsung Electronics Co., Ltd. (Korea, Republic of)","SAMSUNG Electronics Co., Ltd., (Korea, Republic of)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics Co., Ltd. (Korea, Republic of)","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"SAMSUNG Electronics Co., Ltd., (Korea, Republic of)","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037322163","display_name":"Kris Kitani","orcid":"https://orcid.org/0000-0002-9389-4060"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kris Kitani","raw_affiliation_strings":["Carnegie Mellon Univ. (United States)","Carnegie-Mellon University (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon Univ. (United States)","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie-Mellon University (United States)","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090263674","display_name":"Sehoon Kim","orcid":"https://orcid.org/0000-0001-7652-8803"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sehoon Kim","raw_affiliation_strings":["Samsung Electronics Co., Ltd. (Korea, Republic of)","SAMSUNG Electronics Co., Ltd., (Korea, Republic of)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics Co., Ltd. (Korea, Republic of)","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"SAMSUNG Electronics Co., Ltd., (Korea, Republic of)","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078566063","display_name":"Hantak Kwak","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hantak Kwak","raw_affiliation_strings":["Samsung Electronics Co., Ltd. (Korea, Republic of)","SAMSUNG Electronics Co., Ltd., (Korea, Republic of)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics Co., Ltd. (Korea, Republic of)","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"SAMSUNG Electronics Co., Ltd., (Korea, Republic of)","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109220478","display_name":"Woo-Sung Shim","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Woosung Shim","raw_affiliation_strings":["Samsung Electronics Co., Ltd. (Korea, Republic of)","SAMSUNG Electronics Co., Ltd., (Korea, Republic of)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics Co., Ltd. (Korea, Republic of)","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"SAMSUNG Electronics Co., Ltd., (Korea, Republic of)","institution_ids":["https://openalex.org/I2250650973"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"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":0.06034652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9406","issue":null,"first_page":"94060B","last_page":"94060B"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994000196456909,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994000196456909,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9987999796867371,"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":0.9977999925613403,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8612900972366333},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.8413244485855103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7702217102050781},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6694633960723877},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.6037896871566772},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5717577338218689},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.52646404504776},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.5143173933029175},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42482465505599976},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.358595609664917},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.26612013578414917}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8612900972366333},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.8413244485855103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7702217102050781},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6694633960723877},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.6037896871566772},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5717577338218689},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.52646404504776},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.5143173933029175},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42482465505599976},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.358595609664917},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.26612013578414917},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2083165","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2083165","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1992989752","https://openalex.org/W1999478155","https://openalex.org/W2003088946","https://openalex.org/W2010975286","https://openalex.org/W2030346542","https://openalex.org/W2053802831","https://openalex.org/W2068649797","https://openalex.org/W2068994826","https://openalex.org/W2081432165","https://openalex.org/W2104125540","https://openalex.org/W2104666084","https://openalex.org/W2105960416","https://openalex.org/W2106624428","https://openalex.org/W2118246710","https://openalex.org/W2118877769","https://openalex.org/W2119531662","https://openalex.org/W2121927366","https://openalex.org/W2121947440","https://openalex.org/W2125951956","https://openalex.org/W2129404737","https://openalex.org/W2135431554","https://openalex.org/W2136405884","https://openalex.org/W2151743452","https://openalex.org/W4235994577","https://openalex.org/W4241103812","https://openalex.org/W4244248726","https://openalex.org/W4253779505","https://openalex.org/W6651232423","https://openalex.org/W6653423199","https://openalex.org/W6658838613","https://openalex.org/W6664203385","https://openalex.org/W6667715850","https://openalex.org/W6670927870","https://openalex.org/W6675916224","https://openalex.org/W6676016205","https://openalex.org/W6677548441","https://openalex.org/W6678112207","https://openalex.org/W6697111280"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W1986655823","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W4205800335","https://openalex.org/W2371519352","https://openalex.org/W2386644571","https://openalex.org/W2372421320"],"abstract_inverted_index":{"The":[0,51,73,162,212],"segmentation":[1,32,39,88,115,152,167,201,210,214],"is":[2,98,111,155],"the":[3,13,18,31,37,54,63,66,70,87,96,122,129,142,150,158,165,172,176,178,182,185,188,194,209],"first":[4],"step":[5],"and":[6,25,48,59,108,139,184,230],"core":[7],"technology":[8],"for":[9,86,221],"semantic":[10,206],"understanding":[11,232],"of":[12,100,175,181,187,205,208],"video.":[14],"Many":[15],"tasks":[16,224],"in":[17,53,89,95,124,203],"computer":[19],"vision":[20],"such":[21,103,225],"as":[22,34,82,104,218,226],"tracking,":[23],"recognition":[24],"3D":[26],"reconstruction,":[27],"etc.":[28],"rely":[29],"on":[30],"result":[33],"preprocessing.":[35],"However,":[36,92],"video":[38,55,125,151,166,231],"has":[40,78],"been":[41,79],"known":[42],"to":[43,62,134],"be":[44],"a":[45,83,219],"very":[46],"complicated":[47],"hard":[49],"problem.":[50],"objects":[52,123],"change":[56],"their":[57],"colors":[58],"shapes":[60],"according":[61],"surrounding":[64],"illumination,":[65],"camera":[67],"position,":[68],"or":[69,76],"object":[71,94],"motion.":[72,109],"color,":[74,105,136,177],"motion,":[75,183],"depth":[77,107,138],"utilized":[80],"individually":[81],"key":[84],"clue":[85],"many":[90],"researches.":[91],"every":[93],"image":[97],"composed":[99],"several":[101],"features":[102],"texture,":[106,137],"That":[110],"why":[112],"single-feature":[113],"based":[114,200],"method":[116,202,215],"often":[117],"fails.":[118],"Humans":[119],"can":[120],"segment":[121],"with":[126],"ease":[127],"because":[128],"human":[130,159],"visual":[131,160],"system":[132],"enables":[133],"consider":[135],"motion":[140],"at":[141],"same":[143],"time.":[144],"In":[145],"this":[146],"paper,":[147],"we":[148],"propose":[149],"algorithm":[153,163,196],"which":[154],"motivated":[156],"by":[157,169],"system.":[161],"performs":[164],"task":[168],"simultaneously":[170],"utilizing":[171],"color":[173],"histogram":[174],"optical":[179],"flow":[180],"homography":[186],"structure.":[189],"Our":[190],"results":[191],"show":[192],"that":[193],"proposed":[195,213],"outperforms":[197],"other":[198],"appearance":[199],"terms":[204],"quality":[207],"[15].":[211],"will":[216],"serve":[217],"basis":[220],"better":[222],"high-level":[223],"recognition,":[227],"tracking":[228],"[3],[4]":[229],"[1].":[233]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
