Markov Models for Pattern Recognition : From Theory to Applications
- المؤلف
- Gernot A. Fink
- سنة النشر
- 2008
- الناشر
- Springer
- لغة الملف
- انكليزي
- نوع الملف
- Book
- تصنيف الكتاب
- Computer Science
- تحميل الكتاب قراءة الكتاب
Describes the underlying theoretical concepts - covering Hidden Markov models and Markov chain models - and presents the techniques and algorithmic solutions essential to creating real world applications. The actual use of Markov models in their three main application areas - namely speech recognition, handwriting recognition, and biological sequence analysis - is presented with examples of successful systems.
الكلمات المفتاحية: Computer science / Biological Sequence Analysis / Hidden Markov Model / Markov Model / Markov-Models / Pattern Recognition / Algorithms / Cognition / Handwriting recognition / Modeling / Optimization / Speech recognition / Pattern Recognition / Image Processing and Computer Vision / Natural Language Processing (NLP) / Artificial intelligence
