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Caltech-256

swMATH ID: 30598
Software Authors: Griffin, Gregory; Holub, Alex; Perona, Pietro
Description: Caltech-256 Object Category Dataset. We introduce a challenging set of 256 object categories containing a total of 30607 images. The original Caltech-101 [1] was collected by choosing a set of object categories, downloading examples from Google Images and then manually screening out all images that did not fit the category. Caltech-256 is collected in a similar manner with several improvements: a) the number of categories is more than doubled, b) the minimum number of images in any category is increased from 31 to 80, c) artifacts due to image rotation are avoided and d) a new and larger clutter category is introduced for testing background rejection. We suggest several testing paradigms to measure classification performance, then benchmark the dataset using two simple metrics as well as a state-of-the-art spatial pyramid matching [2] algorithm. Finally we use the clutter category to train an interest detector which rejects uninformative background regions.
Homepage: https://authors.library.caltech.edu/7694/
Related Software: SIFT; ImageNet; PASCAL VOC; LIBSVM; PRMLT; WordNet; AlexNet; DeCAF; LabelMe; LFW; SIMPLIcity; LMNN; SURF; PubFig; SimpleMKL; COIL-20; t-SNE; ALOI; word2vec; LIBLINEAR
Referenced in: 40 Publications
all top 5

Referenced by 122 Authors

2 Bravo-Solorio, Sergio
2 Fan, Xiaopeng
2 Gao, Depeng
2 Hullermeier, Eyke
2 Liu, Jiafeng
2 Nandi, Asoke Kumar
2 Tang, Xianglong
2 Wu, Rui
1 Achanta, Rakesh
1 Baldassarre, Luca
1 Barla, Annalisa
1 Bengio, Samy
1 Benjamini, Yuval
1 Blaes, Sebastian
1 Boujemaa, Nozha
1 Bruneau, Pierrick
1 Burwick, Thomas T.
1 Caetano, Tibério S.
1 Cardoso, Douglas O.
1 Chen, Ke
1 Cheng, Dansong
1 Cong, Yang
1 Courty, Nicolas
1 Cuturi, Marco
1 da Silva Torres, Ricardo
1 de Almeida, Waldir R.
1 de O. Werneck, Rafael
1 de Souza, Roberto Molina
1 Dembczyński, Krzysztof
1 Dong, Peixiang
1 Dornaika, Fadi
1 Dy, Jennifer G.
1 Enrique Sucar, L.
1 Fan, Jianping
1 Fang, Yuan
1 Flamary, Rémi
1 França, Felipe Maia Galvão
1 Freudenthaler, Bernhard
1 Fu, Yun
1 Gama, João
1 Gao, Yang
1 Gelgon, Marc
1 Ghanta, Sindhu
1 Gong, Boqing
1 Gou, Xu
1 Grauman, Kristen
1 Hancock, Edwin Robert
1 Hu, Wenze
1 Huang, Shuangping
1 Jin, Lianwen
1 Joly, Alexis
1 Jordan, Michael Irwin
1 Khoder, A.
1 Kit, Dmitry
1 Kobayashi, Takumi
1 Kumar, Mohit
1 Lai, Jianhuang
1 Lei, Hao
1 Liu, Ji
1 Lu, Wei
1 Luo, Jiebo
1 McAuley, Julian J.
1 Mei, Kuizhi
1 Mendes Júnior, Pedro R.
1 Mensink, Thomas
1 Morales, Eduardo Fierro
1 Mortier, Thomas
1 Moser, Bernhard Alois
1 Niu, Donglin
1 Pazinato, Daniel V.
1 Penatti, Otávio A. B.
1 Perronnin, Florent
1 Picarougne, Fabien
1 Qin, Jianzhao
1 Rakotomamonjy, Alain
1 Ramírez-Corona, Mallinali
1 Ramisa, Arnau
1 Rawat, Waseem
1 Rebai, Ahmed
1 Reineking, Thomas
1 Rocha, Anderson
1 Rosasco, Lorenzo A.
1 Rossbory, Michael
1 Sánchez, Jorge H.
1 Schäfer, Dirk
1 Sha, Fei
1 Shao, Ling
1 Shao, Ming
1 Stein, Bernardo V.
1 Usunier, Nicolas
1 Verbeek, Jakob J.
1 Verri, Alessandro
1 Waegeman, Willem
1 Wang, Hao
1 Wang, Qian
1 Wang, Xiaogang
1 Wang, Zenghui
1 Wang, Zhaozhong
1 Weston, Jason
1 Wilson, Richard Charles
...and 22 more Authors

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