Similar courses in other universities
National Tsing Hua University : CS5540 Pattern Recognition
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National Chiao Tung University : Pattern Recognition
University of Taxas-Austin : Object Recognition (Spring 2007)
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Course Schedule
1st week
09/17 Course overview, Chapter 1 : Introduction
2nd week
09/24 Chapter 2 : Bayesian Decision Theory
3rd week
10/01 Chapter 2 : Bayesian Decision Theory
4th week
10/08 Chapter 2 : Bayesian Decision Theory
5th week
10/15 Chapter 2 : Bayesian Decision Theory
6th week
10/22 Chapter 2 : Bayesian Decision Theory
7th week
10/29 因出席國際會議,本週課程暫停(擇期補課)
8th week
11/05 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
9th week
11/12 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
10th week
11/19 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
11th week
11/26 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
12th week
12/03 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
13th week
12/10 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
14th week
12/17 Oral Presentation 陳柏佑:Non-negative Matrix Factorization with Sparseness Constraints 曾靖修:Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries 陳震霖:Incremental Learning for Robust Visual Tracking 周書輔:Robust Face Recognition via Sparse Representation 許宏全:Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Condition
15th week
12/24 Oral Presentation 王延楠:Local features and kernels for classification of texture and object categories: A comprehensive study 張雪萌:Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories 林家駿:In Defense of Nearest-Neighbor Based Image Classification 張偉毅:Visual Tracking with Online Multiple Instance Learning
16th week
12/31 論文選讀:Particle
Filters
17th week
01/07 論文選讀:Particle Filters