Course Schedule
1st week
09/15 Course overview, Chapter 1 : Introduction 09/18 Chapter 2 : Bayesian Decision Theory
2nd week
09/22 Chapter 2 : Bayesian Decision Theory
3rd week
09/29 Chapter 2 : Bayesian Decision Theory 10/02 Chapter 2 : Bayesian Decision Theory
4th week
10/06 Chapter 2 : Bayesian Decision Theory
5th week
10/13 Chapter 2 : Bayesian Decision Theory
6th week
10/20 Chapter 2 : Bayesian Decision Theory
7th week
10/27 因配合登革熱防治工作,本次課程暫停(1月12日補課)
8th week
11/03 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
9th week
11/10 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
10th week
11/17 因赴東歐出差,本次課程暫停(9月18日、10月2日補課)
11th week
11/24 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
12th week
12/01 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
13th week
12/08 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
14th week
12/15 Chapter 3 : Maximum-Likelihood and Bayesian Parameter Estimation
15th week
12/22 Oral Presentation 簡至燿、林哲維:Graph cuts and efficient ND image segmentation 陳韻如、鄭孟宸、陳擁銘:Interactive image segmentation by maximal similarity based region merging 鄭泳昌、賴致陸:Large-scale video classification with convolutional neural networks 李宗城、林彥志:Physiological Parameter Monitoring from Optical Recordings With a Mobile Phone 游智翔、涂家維:Going Deeper with Convolutions
16th week
12/29 Oral Presentation
黃泰翔、李冠毅:Seam carving for content-aware image
resizing
鄭弘昇、林瑋淵、莊依寧:Local features are not lonely–Laplacian
sparse coding for image classification
蔡亞倫、吳若寧、吳依玲:Robust tracking-by-detection
using a detector confidence particle filter
朱政安、劉子睿:Spatial pyramid pooling in deep convolutional
networks for visual recognition
謝宛靜:Human ear recognition in 3D
17th week
01/05
Oral Presentation
劉雨鑫、林家興:Frequency-tuned salient region
detection
高銘治、李韋緯:Global contrast based salient region
detection
林久丙、陳逸庭:Saliency Filters: Contrast Based
Filtering for Salient Region Detection
賴怡辰、蔡佳君:Description of interest regions with
local binary patterns
陳政曄、康瑞麟:Rich feature hierarchies for accurate
object detection and semantic segmentation
18th week
01/12 論文選讀:Eigenfaces vs. Fisherfaces