Pattern Recognition, Fall 2013


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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