Fall 2005

Overall Introduction

Feature Extraction

Content-Based Image Search System

Web Image Search

Media Fingerprinting

Bayesian Image Classification

Boosting for Image Retrieval

Maximum Entropy Model

SVM Classification

Relevance Feedback and Active Learning

HMM and Video Classification

Document Clustering and Mixture Model

Machine Translation

Normalized Cuts and Graph Cuts

Language Model and Multimedia Information Retrieval

Graphical Models