Pattern Recognition, Fall 2016

Course Schedule

1st week

        09/13   Course overview, Chapter 1 : Introduction

2nd week

        09/20   Chapter 2 : Bayesian Decision Theory

3rd week

        09/27   Chapter 2 : Bayesian Decision Theory

4th week

        10/04   Chapter 2 : Bayesian Decision Theory

5th week

        10/11   Chapter 2 : Bayesian Decision Theory

6th week

        10/18   Chapter 2 : Bayesian Decision Theory

7th week

        10/25   Chapter 2 : Bayesian Decision Theory

8th week

        11/01   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

9th week

        11/08   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

10th week

        11/15   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

11th week

        11/22   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

12th week

        11/29   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

13th week

        12/06   Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation

14th week

        12/13   Oral Presentation
        蔡國勝、吳承諺、賴程威：Facial Expression Recognition Based on Local Binary Patterns: A Comprehensive Study
        林美秀、彭思倩、周義登：Face Recognition with Learning-based Descriptor
        吳威志、王天鴻、張世韋：Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem
        羅明旻、許芳瑜、李旭峰：Action Recognition by Dense Trajectories
        葉昀嘉、許志磊、黃書君：Fast R-CNN

15th week

        12/20   Oral Presentation
        田凱銘、黃聖棋、陳仕宇：Beyond Short Snippets: Deep Networks for Video Classification
        簡婉軒、林裕哲、陳柏瑜：Classification of Electrocardiogram Signals with Support Vector Machines and Particle Swarm Optimization
        李信璁、陳冠守、蘇凡齊：Adaptive Color Attributes for Real-Time Visual Tracking
        許恆誠、曹何謙、黃蔚然：ImageNet Classification with Deep Convolutional Neural Networks
        郭紘睿、游志淇、何開加：Sparse Representation for Computer Vision and Pattern Recognition       

16th week

        12/27   Oral Presentation
        張榕舫、陳惠貞、張旭揚：Pattern Recognition Receptors and Inflammation
        張廷暐、李佩瑤、陳佾塏：Human Detection using Oriented Histograms of Flow and Appearance
        陳昱凱、吳律廷、黃柏源：Real-Time Scene Text Localization and Recognition
        江翊瑄、林佳潁、鄭凱澤：Principal Component 2-D Long Short-Term Memory for Font Recognition on Single Chinese Characters
        周庭羽、李易陞、曾心虹：Face Detection Based on Multi-Block LBP Representation 
       

17th week

        01/03   Oral Presentation
        何榮森、張峻瑋、熊伯洋：Online Object Tracking: A Benchmark
        賴冠霓、江苡綸、徐郁婷：Structured Forests for Fast Edge Detection
        劉哲安、黃翊淳、楊方寧：Multi-view Convolutional Neural Networks for 3D Shape Recognition
        謝一華、鄧智友、劉佳叡：A Large-Scale Hierarchical Multi-View RGB-D Object Dataset