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  • 1. Bag-of-Features (2) Akisato Kimura @ NTT CS Labs.Twitter ID: @_akisato

2. Torralba & Efros Unbiased look at data bias, CVPR2011(Cf. CV http://www.isi.t.u-tokyo.ac.jp/~harada/pdf/trend_in_scene_object_recognition_cvpr2011.pdf2 CVPRML 2012.2.18 3. 3CVPRML 2012.2.18 4. Columbia Object Image Library (COIL-20/100)http://www.cs.columbia.edu/CAVE/software/softlib/coil-20.phphttp://www.cs.columbia.edu/CAVE/software/softlib/coil-100.php 7.2K/36K20/100 Corel 5K on-linehttp://lear.inrialpes.fr/people/guillaumin/data.php 5K Caltech 101/256http://www.vision.caltech.edu/Image_Datasets/Caltech101/http://www.vision.caltech.edu/Image_Datasets/Caltech256/ 30K101/256 PASCAL Visual Object Classes (VOC) Challengehttp://pascallin.ecs.soton.ac.uk/challenges/VOC/ / 15K20/ defacto4 CVPRML 2012.2.18 5. IAPR TC-12http://www.imageclef.org/photodata 20K20 MSRChttp://research.microsoft.com/en-us/projects/objectclassrecognition/default.aspx 10K/ 83032 defacto LSP15http://www.cs.unc.edu/~lazebnik/ 4.5K15 defacto MIT Indoor 67http://web.mit.edu/torralba/www/indoor.html 5CVPRML 2012.2.18 6. LabelMe http://labelme.csail.mit.edu/ 200K70K ImageNet Large Sale Visual Recognition Challengehttp://www.image-net.org/challenges/LSVRC/2011/ / 1.15M1K NUS-WIDE http://lms.comp.nus.edu.sg/research/NUS-WIDE.htm 300K5K ImageCLEF Wikipedia Image Retrieval Datasetshttp://www.imageclef.org/wikidata 200K50 SUN397 http://people.csail.mit.edu/jxiao/SUN/ 130K900 defacto6CVPRML 2012.2.18 7. http://d.hatena.ne.jp/n_hidekey/20120115/1326613794 7CVPRML 2012.2.18 8. Visual Synset[GeorgiaTech + Google @ ICCV2011]http://cpl.cc.gatech.edu/projects/VisualSynset/ 200M300K URL8 CVPRML 2012.2.18 9. Classemes[Dartmouth + MSRC @ ECCV2010]http://www.cs.dartmouth.edu/~lorenzo/projects/classemes/ 2.7K descriptor DescriptorWalking,9 straight CVPRML 2012.2.18 10. ImageNet [Prinston @ ICCV2009] http://www.image-net.org/ 14M20K WordNet10 CVPRML 2012.2.18 11. TREC Video Retrieval Evaluation (TRECVID) http://trecvid.nist.gov/ 2012 competition SIN : KIS : SED : INS : MED : 11CVPRML 2012.2.18 12. YouTube data http://netsg.cs.sfu.ca/youtubedata/ YouTube API 12CVPRML 2012.2.18 13. APIYahoo! http://developer.yahoo.com/search/image/V1/imageSearch.htmlGoogle Picasa http://code.google.com/intl/ja/apis/picasaweb/overview.html API http://developers.google.com/image-search Bing http://www.bing.com/toolbox/bingdeveloper/ APIYahoo! Japan http://developer.yahoo.co.jp/webapi/search/imagesearch/v2/ima gesearch.htmlYouTube http://code.google.com/intl/ja/apis/youtube/overview.html13 CVPRML 2012.2.18 14. Social annotation/ Flickr http://www.flickr.com Picasa http://picasa.google.com/intl/ja/ YouTube http://www.youtube.com Foursquare http://ja.foursquare.com Panoramio http://www.panoramio.comSocial media Twitpic http://twitpic.com Photobucket http://photobucket.com Twitter mixi http://photo.mixi.jp Instagram http://instagr.am http://gotchanco.com14 CVPRML 2012.2.18 15. 1 Social media social media 15CVPRML 2012.2.18 16. MS PPTGrabCut Amazon MTAmazon MT Amazon MT 16CVPRML 2012.2.18 17. CVPR2011 14CV http://ow.ly/9984Jn_hidekey http://d.hatena.ne.jp/n_hidekey/ BoVWPaper Gestalt http://amazon.jp/dp/4062880482/ http://blog.livedoor.jp/dankogai/archives/51437132.html17 CVPRML 2012.2.18 18. 18 CVPRML 2012.2.18