Machine Learning for Multimedia Content Analysis
发布时间：2025-04-30
点击次数：
- 发布时间：
- 2025-04-30
- 著作名称：
- Machine Learning for Multimedia Content Analysis
- 出版单位：
- Springer Publisher
- 简介：
- This volume introduces machine learning techniques that are particularly powerful and effective for modeling multimedia data and common tasks of multimedia content analysis. It systematically covers key machine learning techniques in an intuitive fashion and demonstrates their applications through case studies. Coverage includes examples of unsupervised learning, generative models and discriminative models. In addition, the book examines Maximum Margin Markov (M3) networks, which strive to combine the advantages of both the graphical models and Support Vector Machines (SVM).
- 是否译成外文：
- 否
- 出版日期：
- 2007-10-01
- 合写作者：
- Yihong Gong and Wei Xu