Computer Vision

1. Camera and Imaging

• Image Formation
• Image Sensing
• Binary Image
• Low-level Image Processing basics

2. Features and Boundary

• Edge Detection
• Boundary Detection
• SIFT Detector
• Image Stitching
• Face Detection

3. 3D Reconstruction [Single Viewpoint]

• Radiometry & Reflectance
• Photometric Stereo
• Shape from shading
• Depth from Defocus
• Active Illumination Methods

4. 3D Reconstruction [Multiple Viewpoint]

• Camera Calibration
• Uncalibrated Stereo
• Optical Flow
• Structure from Motion

5. Visual Perception

• Object Tracking
• Image Segmentation
• Appearance Matching
• Neural Network basics