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Part-based representations have been shown to be very useful for image classification.
The concave-convex procedure
Yuille, Alan and Rangarajan, Anand · 2003
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Histograms of oriented gradients for human detection
Dalal, Navneet and Triggs, Bill · 2005
Earlier work this paper cites.
Beyond bag of features: Spatial pyramid matching for recognizing natural scene categories
Lazebnik, Svetlana, Schmid, Cordelia, and Ponce, Jean · 2006
Earlier work this paper cites.
Imagenet: A large-scale hierarchical image database
Deng, Jia, Dong, Wei, Socher, Richard, Li, Li-Jia, Li, Kai, and Fei-Fei, Li · 2009
Earlier work this paper cites.
Cutting-plane training of structural svms
Joachims, Thorsten, Finley, Thomas, and Yu, Chun-Nam John · 2009
Earlier work this paper cites.
Recognizing indoor scenes
Quattoni, Ariadna and Torralba, Antonio · 2009
Earlier work this paper cites.
Object detection with discriminatively trained part based models
Felzenszwalb, Pedro, Girshick, Ross, McAllester, David, and Ramanan, Deva · 2010
Earlier work this paper cites.
Relative attributes
Parikh, Devi and Grauman, Kristen · 2011
Earlier work this paper cites.
Discriminative decorrelation for clustering and classification
Hariharan, Bharath, Malik, Jitendra, and Ramanan, Deva · 2012
Cited alongside, same era.
Imagenet classification with deep convolutional neural networks
Krizhevsky, Alex, Sutskever, Ilya, and Hinton, Geoffrey · 2012
Cited alongside, same era.
Reconfigurable models for scene recognition
Naderi, Sobhan, Oberlin, John, and Felzenszwalb, Pedro · 2012
Cited alongside, same era.
Unsupervised discovery of mid-level discriminative patches
Singh, Saurabh, Gupta, Abhinav, and Efros, Alexei · 2012
Cited alongside, same era.
Painting-to-3D model alignment via discriminative visual elements
Aubry, Mathieu, Russell, Bryan, and Sivic, Josef · 2013
Cited alongside, same era.
Mid-level visual element discovery as discriminative mode seeking
Doersch, Carl, Gupta, Abhinav, and Efros, Alexei · 2013
Cited alongside, same era.
Training deformable part models with decorrelated features
Girshick, Ross and Malik, Jitendra · 2013
Later among the works it cites.
Blocks that shout: Distinctive parts for scene classification
Juneja, Mayank, Vedaldi, Andrea, Jawahar, C. V., and Zisserman, Andrew · 2013
Later among the works it cites.
Hierarchical joint max-margin learning of mid and top level representations for visual recognition
Lobel, Hans, Vidal, Rene, and Soto, Alvaro · 2013
Later among the works it cites.
Learning discriminative part detectors for image classification and cosegmentation
Sun, Jian and Ponce, Jean · 2013
Later among the works it cites.
Caffe: Convolutional architecture for fast feature embedding
Jia, Yangqing, Shelhamer, Evan, Donahue, Jeff, Karayev, Sergey, Long, Jonathan, Girshick, Ross, Guadarrama, Sergio, and Darrell, Trevor · 2014
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Learning collections of part models for object recognition
Endres, Ian, Shih, Kevin, Jiaa, Johnston, and Hoiem, Derek · 2013
Cited alongside, same era.
Cnn features off-the-shelf: an astounding baseline for recognition
Razavian, Ali Sharif, Azizpour, Hossein, Sullivan, Josephine, and Carlsson, Stefan · 2014
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Learning deep features for scene recognition using places database
Zhou, Bolei, Lapedriza, Agata, Xiao, Jianxiong, Torralba, Antonio, and Oliva, Aude · 2014
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