搜索资源列表
KP_ANV
- Kernel Discriminant Learning with Application to Face Recognition
learning-with-kernels
- 核学习 这是介绍核方法非常经典的书籍。里面包括各种核方法：kpca，kfda以及贝叶斯核方法-learning with kernels， this book is a classical book about kernel。 really worth of reading。
WeightedMMDA
- 不仅使用了kernel trick ，还是用了加权的最大边缘规则，获得较好的识别效果。-A new kernel-based learning algorithm, called kernel weighted maximum margin discriminant analysis (KWMMDA), is presented in this paper. Different from the previous discriminant analysis algorithms base
SILK-GC_GPU
- 在基于核的在线学习方法的基础上加入了图切割技术，用于背景建模和前景提取。-The kernel-based online learning method based on graph cut technique for background modeling and the prospects for extraction.
SILK_cpu
- 一个基于核的在线学习算法，运行于CPU上，由matlab和c混合编写。用于背景建模和前景提取。-A kernel-based online learning algorithm, running on the CPU, prepared by the mixture of matlab and c. For background modeling and the prospects for extraction.
multi-kernel-path-1.1
- Computing regularization paths for learning multiple kernels另一个多核学习算法 可用于多类分类 目标检测-Computing regularization paths for learning multiple kernels The other multicore learning algorithm for multi-class classification target detection
hkl_3_0
- High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning 对应的源码-High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning the corresponding source
harandi_cvpr_2011_matlab
- 2012 ECCV 稀疏编码和 字典学习- Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach. European Conference on Computer Vision (ECCV), pp. 216-229, 2012.
matlab
- 模糊核聚类图像分割，有很好的实例和码源，值得大家学习。-Fuzzy kernel clustering image segmentation, a very good examples and source code, worth learning.
2-PAKCL
- Approximate kernel competitive learning
LKDL_Package
- 该程序包是一种新的算法（LKDL），该算法是基于核的字典学习，能够很好的应用于离线字典学习的预处理阶段。-The work presented in this paper describes a new approach for incorporating kernels into dictionary learning，termed Linearized Kernel Dictionary Learning (LKDL)，can be seamlessly applied as a pre
MKL
- 多核学习 SVM分类 遥感影像分类算法 -Multiple kernel learning
Matlab-code-for-DTS
- It contains the source code for Kernel Learning for Dynamic Texture Synthesis published in IEEE Transactions on Image Processing-It contains the source code for Kernel Learning for Dynamic Texture Synthesis published in IEEE Transactions on Im
SVM-with-Examples
- 介绍了支持向量机和其他基于学习的方法,相关人员可以参考。-Introduction to support vector machines and other kernel-based learning methods