{"id":"https://openalex.org/W74698313","doi":null,"title":"The joint submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the ImageCLEF2011 Photo Annotation Task","display_name":"The joint submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the ImageCLEF2011 Photo Annotation Task","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W74698313","mag":"74698313"},"language":"en","primary_location":{"id":"pmh:oai:publica.fraunhofer.de:publica/396266","doi":null,"is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/396266","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5072460783","display_name":"Alexander Binder","orcid":"https://orcid.org/0000-0001-9605-6209","observed_orcids":["https://orcid.org/0000-0001-9605-6209"]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Binder","raw_affiliation_strings":["Technical University of Berlin,"],"raw_orcid":"https://orcid.org/0000-0001-9605-6209","affiliations":[{"raw_affiliation_string":"Technical University of Berlin,","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026451495","display_name":"Wojciech Samek","orcid":"https://orcid.org/0000-0002-6283-3265","observed_orcids":["https://orcid.org/0000-0002-6283-3265"]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wojciech Samek","raw_affiliation_strings":["Technical University of Berlin"],"raw_orcid":"https://orcid.org/0000-0002-6283-3265","affiliations":[{"raw_affiliation_string":"Technical University of Berlin","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091841504","display_name":"Marius Kloft","orcid":"https://orcid.org/0000-0001-6829-3725","observed_orcids":["https://orcid.org/0000-0001-6829-3725"]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marius Kloft","raw_affiliation_strings":["Technical University of Berlin,"],"raw_orcid":"https://orcid.org/0000-0001-6829-3725","affiliations":[{"raw_affiliation_string":"Technical University of Berlin,","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004328317","display_name":"Motoaki Kawanabe","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Motoaki Kawanabe","raw_affiliation_strings":["Technical University of Berlin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Berlin","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4577782"],"apc_list":null,"apc_paid":null,"fwci":4.51,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.96348931,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9369999766349792,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9369999766349792,"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":0.05719999969005585,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.0024999999441206455,"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/image-annotation","display_name":"image annotation","score":0.9010000228881836},{"id":"https://openalex.org/keywords/bag-of-words-model","display_name":"bag-of-words model","score":0.9169999957084656},{"id":"https://openalex.org/keywords/multiple-kernel-learning","display_name":"multiple kernel learning","score":0.9760000109672546},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"multi-task learning","score":0.9919999837875366},{"id":"https://openalex.org/keywords/multimodal-fusion","display_name":"multimodal fusion","score":0.906000018119812},{"id":"https://openalex.org/keywords/markov-random-walk","display_name":"Markov random walk","score":0.9340000152587891},{"id":"https://openalex.org/keywords/user-tags","display_name":"user tags","score":0.5929999947547913}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7316471338272095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6384769678115845},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5954275131225586},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5755802989006042},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5009140968322754},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4424351155757904},{"id":"https://openalex.org/C2776879701","wikidata":"https://www.wikidata.org/wiki/Q25048660","display_name":"Multiple kernel learning","level":4,"score":0.43763643503189087},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.4333043396472931},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41507065296173096},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39728879928588867},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34057706594467163},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.31239891052246094},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2911388874053955},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2519112527370453},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:publica.fraunhofer.de:publica/396266","doi":null,"is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/396266","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"mag:74698313","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-1177/CLEF2011wn-ImageCLEF-BinderEt2011.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W7177339","https://openalex.org/W255846030","https://openalex.org/W1573298498","https://openalex.org/W1606858007","https://openalex.org/W1625255723","https://openalex.org/W1765796115","https://openalex.org/W1835578831","https://openalex.org/W1981613567","https://openalex.org/W1992736075","https://openalex.org/W2113459836","https://openalex.org/W2128272608","https://openalex.org/W2144752499","https://openalex.org/W2145406111","https://openalex.org/W2151103935","https://openalex.org/W2162762921","https://openalex.org/W2171188027","https://openalex.org/W2171896402","https://openalex.org/W2294280119","https://openalex.org/W2541621339"],"related_works":["https://openalex.org/W2086294222","https://openalex.org/W7099984714","https://openalex.org/W1600989244","https://openalex.org/W2294136174","https://openalex.org/W2294538617","https://openalex.org/W1482921348","https://openalex.org/W2404273931","https://openalex.org/W2296138661","https://openalex.org/W7098593725","https://openalex.org/W7096230423"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,50,76],"present":[4],"details":[5],"on":[6,65,81,109],"the":[7,17,73,100,118,131,139,145],"joint":[8],"submission":[9,137],"of":[10,28],"TU":[11],"Berlin":[12],"and":[13,35,57,89,103,148],"Fraunhofer":[14],"FIRST":[15],"to":[16,24,36,125],"ImageCLEF":[18],"2011":[19],"Photo":[20],"Annotation":[21],"Task.We":[22],"sought":[23],"experiment":[25],"with":[26],"extensions":[27],"Bag-of-Words":[29,86,110],"(BoW)":[30],"models":[31],"at":[32],"several":[33,38],"levels":[34],"apply":[37],"kernel-based":[39],"learning":[40,55,61],"methods":[41],"recently":[42],"developed":[43],"in":[44],"our":[45],"group.":[46],"For":[47,72],"classifier":[48,70],"training":[49],"used":[51,77,117],"non-sparse":[52],"multiple":[53],"kernel":[54],"(MKL)":[56],"an":[58],"efficient":[59],"multi-task":[60],"(MTL)":[62],"heuristic":[63],"based":[64,108],"MKL":[66],"over":[67],"kernels":[68],"from":[69],"outputs.":[71],"multi-modal":[74,96,136,146],"fusion":[75],"a":[78],"smoothing":[79],"method":[80,120],"tag-based":[82],"features":[83],"inspired":[84],"by":[85,99,142,157],"soft":[87],"mappings":[88],"Markov":[90],"random":[91],"walks.":[92],"We":[93],"submitted":[94],"one":[95],"run":[97],"extended":[98],"user":[101],"tags":[102],"four":[104],"purely":[105,132],"visual":[106,114,133],"runs":[107],"models.":[111],"Our":[112,135],"best":[113,151],"result":[115],"which":[116],"MTL":[119],"was":[121],"ranked":[122,167],"first":[123,140],"according":[124],"mean":[126],"average":[127],"precision":[128],"(MAP)":[129],"within":[130],"submissions.":[134,155],"achieved":[138],"rank":[141],"MAP":[143,152],"among":[144,153],"submissions":[147],"t":[149],"he":[150],"all":[154],"Submissions":[156],"other":[158],"groups":[159],"such":[160],"as":[161],"BPACAD,":[162],"CAEN,":[163],"UvA-ISIS,":[164],"LIRIS":[165],"were":[166],"closely.":[168]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":9}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2016-06-24T00:00:00"}