Segmentation TechniquesExplores segmentation techniques in image analysis, including thresholding, clustering, region growing, and machine learning.
Convolutional Neural NetworksIntroduces Convolutional Neural Networks, covering fully connected layers, convolutions, pooling, PyTorch translations, and applications like hand pose estimation and tubularity estimation.
Image Denoising and ReconstructionCovers denoising and reconstructing images using total variation minimization and discusses the visual effects of different regularization strengths.
