Beyond Covariance: Feature Representation with Nonlinear Kernel Matrices
暂无分享,去创建一个
Lei Wang | Jianjia Zhang | Wanqing Li | Chang Tang | Luping Zhou | Lei Wang | W. Li | Luping Zhou | Chang Tang | Jianjia Zhang
[1] Fatih Murat Porikli,et al. Covariance Tracking using Model Update Based on Lie Algebra , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[2] Fatih Murat Porikli,et al. Region Covariance: A Fast Descriptor for Detection and Classification , 2006, ECCV.
[3] E FasshauerG. Positive definite kernels: past, present and future , 2011 .
[4] S. Sra. Positive definite matrices and the S-divergence , 2011, 1110.1773.
[5] Cristian Sminchisescu,et al. The Moving Pose: An Efficient 3D Kinematics Descriptor for Low-Latency Action Recognition and Detection , 2013, 2013 IEEE International Conference on Computer Vision.
[6] Brian C. Lovell,et al. Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach , 2012, ECCV.
[7] Alan L. Yuille,et al. An Approach to Pose-Based Action Recognition , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[8] Larry S. Davis,et al. Covariance discriminative learning: A natural and efficient approach to image set classification , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[9] Nicholas Ayache,et al. Geometric Means in a Novel Vector Space Structure on Symmetric Positive-Definite Matrices , 2007, SIAM J. Matrix Anal. Appl..
[10] Rama Chellappa,et al. Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[11] Springer-Verlag London. Differential tracking with a kernel-based region covariance descriptor , 2015 .
[12] Guodong Guo,et al. Fusing Spatiotemporal Features and Joints for 3D Action Recognition , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops.
[13] Tony Jebara,et al. A Kernel Between Sets of Vectors , 2003, ICML.
[14] Sayan Mukherjee,et al. Choosing Multiple Parameters for Support Vector Machines , 2002, Machine Learning.
[15] Janusz Konrad,et al. Action Recognition Using Sparse Representation on Covariance Manifolds of Optical Flow , 2010, 2010 7th IEEE International Conference on Advanced Video and Signal Based Surveillance.
[16] Geoffrey E. Hinton,et al. Modeling Human Motion Using Binary Latent Variables , 2006, NIPS.
[17] Junsong Yuan,et al. Learning Actionlet Ensemble for 3D Human Action Recognition , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[18] Xavier Pennec,et al. A Riemannian Framework for Tensor Computing , 2005, International Journal of Computer Vision.
[19] Hamid Laga,et al. Covariance Descriptors for 3D Shape Matching and Retrieval , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[20] Xuelong Li,et al. Gabor-Based Region Covariance Matrices for Face Recognition , 2008, IEEE Transactions on Circuits and Systems for Video Technology.
[21] Zicheng Liu,et al. HON4D: Histogram of Oriented 4D Normals for Activity Recognition from Depth Sequences , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[22] Xuelong Li,et al. Effective Feature Extraction in High-Dimensional Space , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[23] Barnabás Póczos,et al. Nonparametric kernel estimators for image classification , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[24] Mehrtash Tafazzoli Harandi,et al. From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for SPD Matrices , 2014, ECCV.
[25] Simon Haykin,et al. Neural Networks: A Comprehensive Foundation (3rd Edition) , 2007 .
[26] G. Fasshauer. Positive definite kernels: past, present and future , 2011 .
[27] Fatih Murat Porikli,et al. Human Detection via Classification on Riemannian Manifolds , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[28] Wanqing Li,et al. Action recognition based on a bag of 3D points , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.
[29] Stephen J. Maybank,et al. Human Action Recognition under Log-Euclidean Riemannian Metric , 2009, ACCV.
[30] Xiaodong Yang,et al. Super Normal Vector for Activity Recognition Using Depth Sequences , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[31] S. Hyakin,et al. Neural Networks: A Comprehensive Foundation , 1994 .
[32] Mehrtash Tafazzoli Harandi,et al. Bregman Divergences for Infinite Dimensional Covariance Matrices , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[33] Marwan Torki,et al. Human Action Recognition Using a Temporal Hierarchy of Covariance Descriptors on 3D Joint Locations , 2013, IJCAI.