Pattern Recognition, Fall 2015

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(112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(918日、102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