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A rigid-motion scattering computes adaptive invariants along translations and rotations, with a deep convolutional network.
T. Leung, J. Malik, “Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons”, International Journal of Computer Vision , Volume 43, Issue 1, pp 29-44, 2001
2001
Earlier work this paper cites.
D. Lowe, “Distinctive image features from scale-invariant keypoints”, IJCV, 60(4):91–110, 2004
2004
Earlier work this paper cites.
L. W. Renninger and J. Malik, “When is scene recognition just texture recognition?”, Vision Research, 44, pp. 2301-2311, 2004
2004
Earlier work this paper cites.
KTH-TIPS:
2004
Earlier work this paper cites.
S. Lazebnik, C. Schmid and J. Ponce, “A sparse texture representation using local affine regions”, Trans. on PAMI, vol. 27, no. 8, pp. 1265-1278, 2005
2005
Earlier work this paper cites.
G. E. Hinton and R. R. Salakhutdinov, “Reducing the dimensionality of data with neural networks”, Science, Vol. 313. no. 5786, pp. 504 - 507, 28 July 2006
2006
Earlier work this paper cites.
G. Citti, A. Sarti, “A Cortical Based Model of Perceptual Completion in the Roto-Translation Space”, Journal of Mathematical Imaging and Vision archive, Vol. 24, no. 3, p. 307=326, 2006
2006
Earlier work this paper cites.
S. Lazebnik, C. Schmid and J. Ponce, “Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories”, Proc. of Computer Vision and Pattern Recognition (CVPR), 2006
2006
Earlier work this paper cites.
R. Duits, B. Burgeth, “Scale Spaces on Lie Groups”, in Scale Space and Variational Methods in Computer Vision, Springer Lecture Notes in Computer Science, Vol. 4485, pp 300-312, 2007
2007
Earlier work this paper cites.
M. Crosier and L.D. Griffin, “Texture classification with a dictionary of basic image features”, Proc. of Computer Vision and Pattern Recognition (CVPR), 2008
2008
Earlier work this paper cites.
S. Mallat, “A Wavelet Tour of Signal Processing, 3rd ed.”, Academic Press, 2008
2008
Earlier work this paper cites.
L. Sharan, R. Rosenholtz, E. H. Adelson, “Material perception: What can you see in a brief glance?”, Journal of Vision, 9(8):784, 2009
2009
Earlier work this paper cites.
G. Yu and J.M. Morel, “A Fully Affine Invariant Image Comparison Method”, Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, 2009
2009
Cited alongside, same era.
Y. LeCun, K. Kavukvuoglu and C. Farabet, “Convolutional Networks and Applications in Vision”, Proc. of ISCAS 2010
2010
Cited alongside, same era.
E. Tola, V. Lepetit, P. Fua “DAISY: An Efficient Dense Descriptor Applied to Wide Baseline Stereo” Trans. on PAMI, Vol. 32, Nr. 5, pp. 815 - 830, 2010
2010
Cited alongside, same era.
Y. Xu, X. Yang, H. Ling and H. Ji, “A new texture descriptor using multifractal analysis in multi-orientation wavelet pyramid”, Proc. of Computer Vision and Pattern Recognition (CVPR), 2010
2010
Cited alongside, same era.
R. Duits, E. Franken, “Left-Invariant Diffusions on the Space of Positions and Orientations and their Application to Crossing-Preserving Smoothing of HARDI images”, International Journal of Computer Vision, Volume 92, Issue 3, pp 231-264, 2011
L. Sifre, S. Mallat, “Combined scattering for rotation invariant texture analysis”, Proc. of European Symposium on Artificial Neural Networks (ESANN), 2012
2012
Later among the works it cites.
U. Boscain, J. Duplaix, J.P. Gauthier, F. Rossi, “Anthropomorphic Image Reconstruction via Hypoelliptic Diffusion”, SIAM Journal on Control and Optimization, Volume 50, Issue 3, pp. 1071-1733, 2012
2012
Later among the works it cites.
G. Zhao, T. Ahonen, J. Matas, M. Pietikäinen, “Rotation-invariant image and video description with local binary pattern features”, Trans. on Image Processing, 21(4):1465-1467, 2012
2012
Later among the works it cites.
P. Sermanet, K. Kavukcuoglu, S. Chintala, Y. LeCun, “Pedestrian Detection with Unsupervised Multi-Stage Feature Learning”, Proc. of Computer Vision and Pattern Recognition (CVPR), 2013
2013
Later among the works it cites.
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2011
Cited alongside, same era.
H.-G. Nguyen, R. Fablet, and J.-M. Boucher, “Visual textures as realizations of multivariate log-Gaussian Cox processes”, Proc. of Computer Vision and Pattern Recognition (CVPR), 2011
2011
Cited alongside, same era.
L. Liu, P. Fieguth, G. Kuang, H. Zha, “Sorted Random Projections for Robust Texture Classification”, Proc. of ICCV, 2011
2011
Cited alongside, same era.
D. L. Donoho, G. Kutyniok, M. Shahram and X. Zhuang. “A Rational Design of Discrete Shearlet Transform”, Proc. of SampTA’11 (Singapore), 2011
2011
Cited alongside, same era.
T. Poggio, J. Mutch, F. Anselmi, L. Rosasco, J.Z. Leibo, and A. Tacchetti, “The computational magic of the ventral stream: sketch of a theory (and why some deep architectures work)”, MIT-CSAIL-TR-2012-035, December 2012
2012
Cited alongside, same era.
A. Krizhevsky, I. Sutskever, and G.E. Hinton, “ImageNet Classification with Deep Convolutional Neural Networks”, Proc. of Neural Information Processing Systems (NIPS), 2012
2012
Cited alongside, same era.
J. Dean, G.S. Corrado, R. Monga, K. Chen, M. Devin, Q.V. Le, M.Z. Mao, M.A. Ranzato, A. Senior, P. Tucker, K. Yang, A. Y. Ng, “Large Scale Distributed Deep Networks”, Proc. of Neural Information Processing Systems (NIPS), 2012
2012
Cited alongside, same era.
S. Mallat “Group Invariant Scattering”, Communications in Pure and Applied Mathematics, vol. 65, no. 10. pp. 1331-1398, 2012
2012
Cited alongside, same era.
2013
Later among the works it cites.
L. Sifre, S. Mallat, “Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination”, Proc. of Computer Vision and Pattern Recognition (CVPR), 2013
2013
Later among the works it cites.
J. Bruna, S. Mallat, E. Bacry and J-F. Muzy, “Intermittent Process Analysis with Scattering Moments”, submitted to Annals of Statistics, Nov 2013
2013
Later among the works it cites.
R. Girshick1, J. Donahue, T. Darrell, J. Malik, “Rich feature hierarchies for accurate object detection and semantic segmentation”, arXiv preprint:1311.2524, 2013
2013
Later among the works it cites.
L. Sharan, C. Liu, Ruth Rosenholtz, Edward H. Adelson, “Recognizing Materials Using Perceptually Inspired Features”, International Journal of Computer Vision Volume 103, Issue 3, pp 348-371, 2013
2013
Later among the works it cites.
ScatNet, a MATLAB toolbox for scattering network :
2013
Later among the works it cites.
E. Oyallon, S. Mallat, L. Sifre “Generic Deep Networks with Wavelet Scattering”, submitted to International Conference on Learning Representations (ICLR), 2014
2014
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