资源列表
facedetect
- 人脸检测器，检测完生成人脸框。可以用来做特征点定位。-Face detector, detecting the generated face frame.Can be used in the making of feature point positioning.
lbp
- All LBP algorithm, to understand the LBP algorithm has a good help.
loopSubdivision
- LoopSubdivision A simple m file for the triangle mesh subdivision using the Loop s scheme
facerecognition_basedORL
- 基于PCA的人脸识别，是在orl数据库上做测试。对理解PCA有很好的帮助。-Face recognition based on PCA, it is tested on orl .To understand PCA has very good help.
LnCPSO
- 针对粒子群算法在实际的应用中，也有一些其他的取值方法，常见的有同步变化和异步变化的学习因子。-Aimed at particle swarm optimization (pso) algorithm in practical application, there are also some other accessor methods, common changes have synchronous and asynchronous learning factors.
SAPSO
- 为了平衡粒子群算法的全局搜索能力和局部改良能力，还可采用非线性的动态惯性权重公式。-In order to balance the global search ability of particle swarm optimization (pso) algorithm and local improvement ability, also can use nonlinear dynamic inertia weight formula.
PSO
- 基本粒子群优化算法，可快速求解无约束优化问题。-Basic particle swarm optimization algorithm, it can quickly solve unconstrained optimization problems.
LinWPSO
- 线性递减权重法的粒子群算法，针对基本粒子群算法容易早熟以及算法后期易在全局最优解附近产生振荡现象，可以采用线性变化的权重。-A linear weighting method of particle swarm algorithm, in view of the basic particle swarm optimization (pso) algorithm is easy to premature algorithm and easy to generate oscillation phen
NN-and-DL.pdf
- 神经网络和深度学习基础讲义，可作为基本概念的理解与学习。-Neural Networks and Deep Learning
Experiments
- Br方法做的多标签在线分类算法程序，matlab实现 -mutli-label online classification algorithm Using br approach，implemented by matlab
PSO
- 神经网络构建，粒子群算法优化BP神经网络迭代寻优-Neural network building , iterative particle swarm algorithm to optimize the BP neural network optimization
SOM_BP
- SOM神经网络的数据分类，案例为柴油机故障诊断，代码思路清晰易于修改-Data classification SOM neural networks, case for the diesel engine fault diagnosis, easy to modify the code clear thinking