{"id":"https://openalex.org/W2080658562","doi":"https://doi.org/10.1145/2815833.2816947","title":"Semi-automatic ground truth annotation in videos","display_name":"Semi-automatic ground truth annotation in videos","publication_year":2015,"publication_date":"2015-09-29","ids":{"openalex":"https://openalex.org/W2080658562","doi":"https://doi.org/10.1145/2815833.2816947","mag":"2080658562"},"language":"en","primary_location":{"id":"doi:10.1145/2815833.2816947","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2815833.2816947","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Knowledge Capture","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/A5007337566","display_name":"Julius Sch\u00f6ning","orcid":"https://orcid.org/0000-0003-4921-5179"},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julius Sch\u00f6ning","raw_affiliation_strings":["Institute of Cognitive Science, University of Osnabr\u00fcck, Osnabr\u00fcck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Cognitive Science, University of Osnabr\u00fcck, Osnabr\u00fcck, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024883746","display_name":"Patrick Faion","orcid":null},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Faion","raw_affiliation_strings":["Institute of Cognitive Science, University of Osnabr\u00fcck, Osnabr\u00fcck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Cognitive Science, University of Osnabr\u00fcck, Osnabr\u00fcck, Germany","institution_ids":["https://openalex.org/I170658231"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036545001","display_name":"Gunther Heidemann","orcid":null},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gunther Heidemann","raw_affiliation_strings":["Institute of Cognitive Science, University of Osnabr\u00fcck, Osnabr\u00fcck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Cognitive Science, University of Osnabr\u00fcck, Osnabr\u00fcck, Germany","institution_ids":["https://openalex.org/I170658231"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170658231"],"apc_list":null,"apc_paid":null,"fwci":1.3516,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89811213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9988999962806702,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9986000061035156,"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/annotation","display_name":"Annotation","score":0.9019811749458313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8267240524291992},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.8082990646362305},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6466556787490845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5742402076721191},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4457740783691406},{"id":"https://openalex.org/keywords/polygon","display_name":"Polygon (computer graphics)","score":0.4440966844558716},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4028708338737488},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3730584383010864},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.21808534860610962}],"concepts":[{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.9019811749458313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8267240524291992},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.8082990646362305},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6466556787490845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5742402076721191},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4457740783691406},{"id":"https://openalex.org/C190694206","wikidata":"https://www.wikidata.org/wiki/Q3276654","display_name":"Polygon (computer graphics)","level":3,"score":0.4440966844558716},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4028708338737488},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3730584383010864},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.21808534860610962},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2815833.2816947","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2815833.2816947","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Knowledge Capture","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":13,"referenced_works":["https://openalex.org/W121913372","https://openalex.org/W164093228","https://openalex.org/W1555471913","https://openalex.org/W1627400044","https://openalex.org/W1983097865","https://openalex.org/W2020225160","https://openalex.org/W2071022621","https://openalex.org/W2083040399","https://openalex.org/W2088144453","https://openalex.org/W2151103935","https://openalex.org/W3120048558","https://openalex.org/W4249990232","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W4389670110","https://openalex.org/W2429057255","https://openalex.org/W2187546663","https://openalex.org/W148745890","https://openalex.org/W2611942503"],"abstract_inverted_index":{"Knowledge":[0],"extraction":[1],"from":[2],"video":[3,91,143],"data":[4],"is":[5,21,38],"challenging":[6],"due":[7],"to":[8,31,80,130],"its":[9],"high":[10],"complexity":[11],"in":[12],"both":[13],"the":[14,24,27,73,76,126,137],"spatial":[15],"and":[16,26,40,63,117,125,139],"temporal":[17],"domain.":[18],"Ground":[19],"truth":[20,36],"crucial":[22],"for":[23,69,90,113],"evaluation":[25],"adaptation":[28],"of":[29,75,87,141],"algorithms":[30],"new":[32],"domains.":[33],"Unfortunately,":[34],"ground":[35],"annotation":[37,44,78,132],"inconvenient":[39],"time":[41],"consuming.":[42],"Common":[43],"tools":[45,89],"mostly":[46],"rely":[47],"on":[48,108,118],"simple":[49],"geometric":[50],"primitives":[51],"such":[52],"as":[53],"rectangles":[54],"or":[55],"ellipses.":[56],"Here":[57],"we":[58,93,135],"propose":[59],"a":[60,84,101],"novel,":[61],"interactive":[62],"semi-automatic":[64,97],"process,":[65],"which":[66],"actively":[67],"asks":[68],"user":[70],"input":[71],"if":[72],"result":[74],"automatic":[77],"appears":[79],"be":[81],"incorrect.":[82],"After":[83],"brief":[85],"review":[86],"related":[88],"annotation,":[92],"explain":[94],"our":[95],"proposed":[96],"method":[98],"iSeg":[99,104],"using":[100],"prototype":[102],"implementation.":[103],"has":[105],"been":[106],"tested":[107],"two":[109,119],"visual":[110],"stimulus":[111],"datasets":[112],"eye":[114],"tracking":[115],"experiments":[116],"surveillance":[120],"datasets.":[121],"The":[122],"experimental":[123],"results":[124],"usability":[127],"are":[128],"compared":[129],"existing":[131],"tools.":[133],"Finally,":[134],"discuss":[136],"properties":[138],"opportunities":[140],"polygon-based":[142],"annotation.":[144]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
