Pattern Recognition, Fall 2012


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Course Schedule

1st week

        09/18   Course overview, Chapter 1 : Introduction

2nd week

        09/25   Chapter 2 : Bayesian Decision Theory

3rd week

        10/02   Chapter 2 : Bayesian Decision Theory

4th week

        10/09   Chapter 2 : Bayesian Decision Theory

5th week

        10/16   Chapter 2 : Bayesian Decision Theory

6th week

        10/23   Chapter 2 : Bayesian Decision Theory

7th week

        10/30   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

8th week

        11/06   因出席國際會議,本週課程暫停(擇期補課)

9th week

        11/13   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

10th week

        11/20   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

11th week

        11/27   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

12th week

        12/04   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

13th week

        12/11   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

14th week

        12/18   Oral Presentation
                    陳羿霖:An Efficient k-Means Clustering Algorithm: Analysis and Implementation
                    陳昶豪:Pyramid Match Kernels: Discriminative Classification with Sets of Image Features
                    黃暉盛:Reducing the Dimensionality of Data with Neural Networks
                    佘東穎:Robust Object Tracking with Online Multiple Instance Learning
                    鄒明佑:Locality-constrained Linear Coding for Image Classification

15th week

        12/25   Oral Presentation
                    黃俊傑:Context-Aware Saliency Detection
                    廖有朋:Visual Categorization with Bags of Keypoints
                    謝家勇:Real-Time Human Pose Recognition in Parts from Single Depth Images
                    郭冠廷:Linear Spatial Pyramid Matching Using Sparse Coding for Image Classification
                    陳繹文Mean Shift: A Robust Approach Toward Feature Space Analysis

16th week

        01/01  
開國紀念日(放假一天)

17th week

        01/08   論文選讀:Eigenfaces vs. Fisherfaces