Description: 遗传算法在MATLAB环境中的实现,适合图形模式识别广泛应用等方面-Genetic algorithm implementation in MATLAB environment, suitable for wide range of graphics applications such as pattern recognition Platform: |
Size: 77824 |
Author:zhx |
Hits:
Description: 支持向量机的研究现已成为机器学习领域中的研究热点，其理论基础是Vapnik[3]等提出的统计学习理论。统计学习理论采用结构风险最小化准则，在最小化样本点误差的同时，缩小模型泛化误差的上界，即最小化模型的结构风险，从而提高了模型的泛化能力，这一优点在小样本学习中更为突出。SVM理论正是在这一基础上发展而来的，经过十几年的研究和发展，已开始逐步应用于一些领域。在解决小样本、非线性及高维模式识别问题中表现出许多特有的优势，已经在模式识别、函数逼近和概率密度估计等方面取得了良好的效果。- Support Vector Machine (SVM) is a new machine learning technique in recent years developed based on statistical learning theory (SLT). It wins popularity due to many attractive features and emphatically performance in the fields of nonlinear and high dimensional pattern recognition. The theory and algorithm of SVC is studied at first, then, simulation is to recognize handwritten numeral with the Lib-SVM toolbox. At last, we study the result, which shows that the SVC can do the classification problem with good performance, shorter operation time and is more suitable for real-time implementation. Platform: |
Size: 1155072 |
Author:任修齐 |
Hits:
Description: The aim of this book is to serve pedagogic goals a complement of the book Pattern Recognition,
4th Edition, by S. Theodoridis and K. Koutroumbas (Academic Press, 2009). It is the offspring of
our experience in teaching pattern recognition for a number of years to different audiences such as
students with good enough mathematical background, students who are more practice-oriented, professional
engineers, and computer scientists attending short training courses-The aim of this book is to serve pedagogic goals as a complement of the book Pattern Recognition,
4th Edition, by S. Theodoridis and K. Koutroumbas (Academic Press, 2009). It is the offspring of
our experience in teaching pattern recognition for a number of years to different audiences such as
students with good enough mathematical background, students who are more practice-oriented, professional
engineers, and computer scientists attending short training courses Platform: |
Size: 3147776 |
Author:bahar_cham |
Hits:
Description: Classification MatLab Toolbox一个很好的图像处理界面，它能够使用很多算法进行模式识别分类-Classification MatLab Toolbox a good image processing interface, it can use many algorithms for pattern recognition classification Platform: |
Size: 630784 |
Author:秦风 |
Hits:
Description: 模式识别方面的专业书籍，提供maylab仿真，，不过是英文版，对做毕设的同学有用-Pattern recognition of professional books, provide maylab simulation, but in English, the students complete set of useful to do Platform: |
Size: 3107840 |
Author:liuxin |
Hits:
Description: 《模式识别》，是本人用matlab语言编程来实现贝叶斯分类器的设计-" Pattern recognition" is a programming language I use matlab to implement Bayesian classifier design Platform: |
Size: 245760 |
Author:gxfnkm |
Hits:
Description: 模式识别与智能计算的一个基于matlab运行的识别分类软件，聚集了模糊聚类，SVM，神经网络等各种流行的分类算法于一体，便于比较测试数据在不同分类算法下的分类效果-Pattern Recognition and Intelligent Identification and Classification of the calculation to run a matlab software, gathered a variety of popular fuzzy clustering, SVM, neural network classification algorithm in one easy to compare test data classification results in different classification algorithms Platform: |
Size: 16740352 |
Author:胡 |
Hits:
Description: 用matlab实现模式识别里的K-均值聚类算法，算法简单-Pattern Recognition using matlab to achieve in the K-means clustering algorithm, the algorithm is simple Platform: |
Size: 388096 |
Author:戴涛 |
Hits:
Description: 经典的模式识别的书籍，含大量matlab代码与实例-A classic book about pattern recognition , containing a large number of matlab code with examples
Platform: |
Size: 923648 |
Author:elong |
Hits:
Search - matlab pattern recognition