Mathematical Foundations of Computer Graphics and Vision - ETHZ, Spring 2019
- HW1 - ROBUST ESTIMATION AND OPTIMIZATION
handout - report- RANSAC for circle fitting
- IRLS and norms for line fitting
- HW2 - GLOBAL OPTIMIZATION
handout - report- Branch and Bound for consensus set maximization
- Linear Programming
- HW3 - MLS FOR CURVES, MESHES AND IMAGES
handout - report- Curve and Surface Reconstruction Using MLS
- Image Deformation Using MLS
- HW4 - SAMPLING PATTERNS AND GRAPH CUTS
handout - report- Analyzing Sampling Patterns
- Interactive Segmentation with Graph Cut
- HW5 - RIGID TRANSFORM BLENDING AND VARIATIONAL METHODS
handout - report- Understanding and Utilizing Dual Quaternions
- Variational Methods - Denoising problems
- HW6 - NEURAL NETWORKS AND MACHINE LEARNING TECHNIQUES
handout - report- Image inpainting using a neural network