Classification with Scattering Operators

W. Lohmiller and J.J.E. Slotine “On Contraction Analysis for Nonlinear Systems”, Automatica, 34(6), 1998

1998

Earlier work this paper cites.

T. Leung, and J. Malik; “Representing and Recognizing the Visual Appearance of Materials Using Three-Dimensional Textons”. International Journal of Computer Vision, 43(1), 29-44; 2001

2001

Earlier work this paper cites.

B.Haasdonk, D.Keysers: “Tangent Distance kernels for support vector machines”, 2002

2002

Earlier work this paper cites.

A. Y. Ng and M. I. Jordan “On discriminative vs. generative classifiers: A comparison of logistic regression and naive Bayes”, in Advances in Neural Information Processing Systems (NIPS) 14, 2002

2002

Earlier work this paper cites.

Lowe, D. G., “Distinctive Image Features from Scale-Invariant Keypoints”, International Journal of Computer Vision, 60, 2, pp. 91-110, 2004

2004

Earlier work this paper cites.

M. Ranzato, F.Huang, Y.Boreau, Y. LeCun: “Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition”, CVPR 2007

2007

Cited alongside, same era.

J. Bouvrie, L. Rosasco, T. Poggio: “On Invariance in Hierarchical Models”, NIPS 2009

2009

Cited alongside, same era.

Guo,Z., Zhang, L., Zhang,D., “Rotation Invariant texture classification using LBP variance (LBPV) with global matching”, Elsevier Journal of Pattern Recognition, Aug. 2009

2009

Cited alongside, same era.

K. Jarrett, K. Kavukcuoglu, M. Ranzato and Y. LeCun: “What is the Best Multi-Stage Architecture for Object Recognition?”, Proc. of ICCV 2009

2009

Cited alongside, same era.

Larochelle, H., Bengio, Y., Louradour, J., Lamblin, P., “Exploring Strategies for Training Deep Neural Networks”, Journal of Machine Learning Research, Jan. 2009

2009

M.Varma, A. Zisserman: “A Statistical Approach To Material Classification Using Image Patch Exemplars”. IEEE Trans. on PAMI, 31(11):2032–2047, November 2009

2009

Later among the works it cites.

Y. LeCun, K. Kavukvuoglu and C. Farabet: “Convolutional Networks and Applications in Vision”, Proc. of ISCAS 2010

2010

Closest in time.

Mairal, J., Bach, F., Ponce, J. , “Task-Driven Dictionary Learning”, Submitted to IEEE trans. on PAMI, September 2010

2010

Closest in time.

S. Mallat, “Recursive Interferometric Representation”, Proc. of EUSICO conference, Denmark, August 2010

2010

Closest in time.

Tola, E., Lepetit, V., Fua, P., “DAISY: An Efficient Dense Descriptor Applied to Wide-Baseline Stereo”, IEEE trans on PAMI, May 2010

2010

Closest in time.