Login to filter by course Login to filter by course Reset
Signal RepresentationsExplores wavelets as orthonormal bases for piecewise constant signals over unit intervals.
JPEG 2000: Image CompressionExplores image compression principles, focusing on JPEG 2000, covering transform-based coding, quantization, entropy coding, region of interest, error resilience, and software implementations.
Image Processing IIntroduces the basics of image processing, covering point and spatial operators, histogram processing, and transform-domain operations.
Feature Extraction & Clustering MethodsCovers feature extraction, clustering, and classification methods for high-dimensional datasets and behavioral analysis using PCA, t-SNE, k-means, GMM, and various classification algorithms.