{"id":"https://openalex.org/W2047956997","doi":"https://doi.org/10.1109/iccv.2011.6126394","title":"Annotator rationales for visual recognition","display_name":"Annotator rationales for visual recognition","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2047956997","doi":"https://doi.org/10.1109/iccv.2011.6126394","mag":"2047956997"},"language":"en","primary_location":{"id":"doi:10.1109/iccv.2011.6126394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv.2011.6126394","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Computer Vision","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/A5077819827","display_name":"Jeff Donahue","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeff Donahue","raw_affiliation_strings":["Department of Computer Science, University of Texas, Austin, USA","Department of Computer Science, University of Texas at Austin, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas, Austin, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Department of Computer Science, University of Texas at Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012765543","display_name":"Kristen Grauman","orcid":"https://orcid.org/0000-0002-9591-5873"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristen Grauman","raw_affiliation_strings":["Department of Computer Science, University of Texas, Austin, USA","Department of Computer Science, University of Texas at Austin, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Texas, Austin, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Department of Computer Science, University of Texas at Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077819827"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":4.447,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.95449672,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1395","last_page":"1402"},"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":0.9993000030517578,"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":0.9993000030517578,"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":0.9976000189781189,"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":0.9972000122070312,"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":0.721455454826355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4741843640804291},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.417951762676239},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34277474880218506},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3227069079875946}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.721455454826355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4741843640804291},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.417951762676239},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34277474880218506},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3227069079875946}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iccv.2011.6126394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccv.2011.6126394","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Computer Vision","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.300.7488","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.300.7488","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.utexas.edu/~grauman/papers/RationalesICCV2011.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.646.7786","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.646.7786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://vision.cs.utexas.edu/projects/rationales/rationales.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W5526034","https://openalex.org/W173851765","https://openalex.org/W1946367136","https://openalex.org/W1996326832","https://openalex.org/W1998197760","https://openalex.org/W2031489346","https://openalex.org/W2033711321","https://openalex.org/W2080942732","https://openalex.org/W2084435358","https://openalex.org/W2089720846","https://openalex.org/W2102985109","https://openalex.org/W2107034620","https://openalex.org/W2108598243","https://openalex.org/W2109832419","https://openalex.org/W2110764733","https://openalex.org/W2118743891","https://openalex.org/W2134270519","https://openalex.org/W2149489787","https://openalex.org/W2153332911","https://openalex.org/W2157395013","https://openalex.org/W2157554677","https://openalex.org/W2161969291","https://openalex.org/W2162915993","https://openalex.org/W2164124780","https://openalex.org/W2164598857","https://openalex.org/W2165968176","https://openalex.org/W2535410496","https://openalex.org/W2536626143","https://openalex.org/W3143107425","https://openalex.org/W4236556004","https://openalex.org/W4239072543","https://openalex.org/W4248221484","https://openalex.org/W6600243474","https://openalex.org/W6607069935","https://openalex.org/W6640936729","https://openalex.org/W6676257810","https://openalex.org/W6676297131","https://openalex.org/W6682762504","https://openalex.org/W6728619547"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Traditional":[0],"supervised":[1],"visual":[2,42,72],"learning":[3,98],"simply":[4],"asks":[5,26],"annotators":[6],"\u201cwhat\u201d":[7],"label":[8,62,133],"an":[9,15,95],"image":[10,18],"should":[11],"have.":[12],"We":[13,37],"propose":[14],"approach":[16],"for":[17],"classification":[19],"problems":[20],"requiring":[21],"subjective":[22],"judgment":[23],"that":[24,30,74],"also":[25],"\u201cwhy\u201d,":[27],"and":[28,64,92,111],"uses":[29],"information":[31],"to":[32,60,84,88,100],"enrich":[33],"the":[34,46,48,51,61,66,71,86,102,116,129,132],"learned":[35],"model.":[36],"develop":[38],"two":[39],"forms":[40],"of":[41,54,118],"annotator":[43,49],"rationales:":[44],"in":[45,65],"first,":[47],"highlights":[50],"spatial":[52],"region":[53],"interest":[55],"he":[56,68],"found":[57],"most":[58,76],"influential":[59],"selected,":[63],"second,":[67],"comments":[69],"on":[70,107],"attributes":[73],"were":[75],"important.":[77],"For":[78],"either":[79],"case,":[80],"we":[81],"show":[82,115],"how":[83],"map":[85],"response":[87],"synthetic":[89],"contrast":[90],"examples,":[91],"then":[93],"exploit":[94],"existing":[96],"large-margin":[97],"technique":[99],"refine":[101],"decision":[103],"boundary":[104],"accordingly.":[105],"Results":[106],"multiple":[108],"scene":[109],"categorization":[110],"human":[112],"attractiveness":[113],"tasks":[114],"promise":[117],"our":[119],"approach,":[120],"which":[121],"can":[122],"more":[123],"accurately":[124],"learn":[125],"complex":[126],"categories":[127],"with":[128],"explanations":[130],"behind":[131],"choices.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":8}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
