Similar courses in other universities
National Tsing Hua University : CS5540 Pattern Recognition
National Tsing Hua University : Data Clustering and Pattern Recognition
National Chiao Tung University : Pattern Recognition
University of Taxas-Austin : Object Recognition (Spring 2007)
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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