| Date
| Topic
| Notes
|
| Wed Jan. 9
| Introduction, Overview of Optimal Estimation in Image Analysis
| Optimal Estimation in Image Analysis [PDF]
|
| Mon Jan. 14
| Overview of Optimal Estimation in Image Analysis continued. Solution Methods
| A quick overview of optimization methods [PDF]
|
| Wed Jan. 16
| Variational Calculus
| Calculus of Variations [PDF]
|
| Mon Jan. 21
| -- MLK Day, holiday
|
|
| Wed Jan. 23
| Variational Calculus (multidimensional problems)
| Calculus of Variations [PDF]
|
| Mon Jan. 28
| CVPR: Charpiat et al.: Shape Statistics for Image Segmentation with Prior, MICCAI: Etygnier et al.: Active-Contour-Based Image Segmentation Using Machine Learning Techniques
| Marc Macenko
|
| Wed Jan. 30
| CVPR: Charpiat et al.: Shape Statistics for Image Segmentation with Prior, MICCAI: Etygnier et al.: Active-Contour-Based Image Segmentation Using Machine Learning Techniques
| Marc Macenko
|
| Mon Feb. 4
| ECCV: Cai et al.: Robust Visual Tracking for Multiple Targets
| Peter Lincoln
|
| Wed Feb. 6
| ECCV: Cai et al.: Robust Visual Tracking for Multiple Targets
| Peter Lincoln
|
| Mon Feb. 11
| Intro to Estimation Theory
| Intro to Estimation Theory [PDF]
|
| Wed Feb. 13
| Intro to Estimation Theory
|
|
| Mon Feb. 18
| CVPR 2007: Oskiper et al.: Visual Odometry System Using Multiple Stereo Cameras and Intertial Measurement Unit
| Brian Clipp
|
| Wed Feb. 20
| CVPR 2007: Oskiper et al.: Visual Odometry System Using Multiple Stereo Cameras and Intertial Measurement Unit
| Brian Clipp
|
| Mon Feb. 25
| Independent Component Analysis
| Independent component analysis [PDF]
|
| Wed Feb. 27
| Diffeomorphisms
| Diffeomorphisms [PDF]
|
| Mon Mar. 3
| Miccai 2003: Boldea et al.: Lung Deformation Estimation with Non-rigid Registration for Radiotherapy Treatment
| Xiaoxiao Liu
|
| Wed Mar. 5
| Miccai 2004: Kaus et al.: Estimation of Organ Motion from 4D CT for 4D Radiation Therapy Planning of Lung Cancer
| Xiaoxiao Liu
|
| Mon Mar. 10
| -- Spring Break
|
|
| Wed Mar. 12
| -- Spring Break
|
|
| Mon Mar. 17
| CVPR 2006: Cornelis et al., Fast Compact City Modeling for Navigation Pre-Visualization
| Brian Clipp
|
| Wed Mar. 19
| CVPR 2007: Leibe et al., Dynamic 3D Scene Analysis from a Moving Vehicle
| Brian Clipp
|
| Mon Mar. 24
| ICCV 2007: Malcolm et al., Multi-object tracking through clutter using graph cuts
| Peter Lincoln
|
| Wed Mar. 26
| CVPR 2007: Betke et al., Tracking Large Variable Numbers of Objects in Clutter
| Peter Lincoln
|
| Mon Mar. 31
| IPMI 2007: Alcantara et al., Localized Component Analysis; ICCV 2001: Chennubhottla and Jepson, Sparse PCA: Extracting Multi-Scale Structure from Data
| Rohit Saboo
|
| Wed Apr. 2
| CHen et al., Shape-aware Volume Illustration; Lu et al., Example-based volume illustrations
| Derek Merck
|
| Mon Apr. 7
| IPMI 2007: Mendonca et al., Lung Nodule Detection via Bayesian Voxel Labeling
| Xiaoxiao Liu
|
| Wed Apr. 9
| Miccai 2007: Chintalapani et al., Statistical Atlases of Bone Anatomy: Construction, Iterative Improvement and Validation
| Xiaoxiao Liu
|
| Mon Apr. 14
| Marron et al.: Distance Weighted Discrimination
| Marc Macenko
|
| Wed Apr. 16
| Marron et al.: Distance Weighted Discrimination
| Marc Macenko
|
| Mon Apr. 21
|
|
|
| Wed Apr. 23
| Wrap-up
|
|