Part 8: Inverse Problems and Reconstruction
Chapter 41: Classical Reconstruction Algorithms
Advanced~180 min
Learning Objectives
- Implement matched filter / back-projection as the adjoint operation
- Implement ISTA, FISTA, and ADMM for sparse RF image reconstruction
- Apply total variation regularization for piecewise-constant scenes
- Benchmark classical methods: runtime, PSNR, SSIM across SNR and sparsity regimes
Sections
💬 Discussion
Loading discussions...