Introduction to Pattern Recognition: A Matlab Approach (Paperback)
暫譯: 模式識別導論:Matlab 方法 (平裝本)
Sergios Theodoridis, Aggelos Pikrakis, Konstantinos Koutroumbas, Dionisis Cavouras
- 出版商: Academic Press
- 出版日期: 2010-03-15
- 售價: $1,980
- 貴賓價: 9.5 折 $1,881
- 語言: 英文
- 頁數: 231
- 裝訂: Paperback
- ISBN: 0123744865
- ISBN-13: 9780123744869
-
相關分類:
Matlab
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商品描述
DescriptionAn accompanying manual to Theodoridis/Koutroumbas, Pattern Recognition, that includes Matlab code of the most common methods and algorithms in the book, together with a descriptive summary and solved examples, and including real-life data sets in imaging and audio recognition.
- Matlab code and descriptive summary of the most common methods and algorithms in Theodoridis/Koutroumbas, Pattern Recognition 4e.
- Solved examples in Matlab, including real-life data sets in imaging and audio recognition
- Available separately or at a special package price with the main text
Table of Contents
1. Classifiers Based on Bayes Decision Theory
2. Classifiers Based on Cost Function Optimization
3. Data Transformation: Feature Generation and Dimensionality Reduction
4. Feature Selection
5. Template Matching
6. Hidden Markov Models
7. Clustering
商品描述(中文翻譯)
描述本書為 Theodoridis/Koutroumbas 的《模式識別》的附屬手冊,包含書中最常見方法和演算法的 Matlab 代碼,並附有描述性摘要和已解決的範例,還包括影像和音頻識別的實際數據集。
- 包含 Theodoridis/Koutroumbas 的《模式識別》第四版中最常見方法和演算法的 Matlab 代碼及描述性摘要。
- 在 Matlab 中的已解決範例,包括影像和音頻識別的實際數據集。
- 可單獨購買或以特別套裝價格與主文本一起購買。
目錄
1. 基於貝葉斯決策理論的分類器
2. 基於成本函數優化的分類器
3. 數據轉換:特徵生成和降維
4. 特徵選擇
5. 模板匹配
6. 隱馬可夫模型
7. 聚類
