Multimedia systems

Course Multimedia systems
  Cycle Semester ECTS
  1 6 6
Contents Introduction. Elements of multimedia. Multimedia applications and systems. Full-text search. Text classification. Basics of machine learning. Audio signal. Properties and digitalization. Spectrum analysis. Digital audio effects. Digital sound synthesis. Digital image. Sampling and quantization. Color representation. Data structures for storing digital images. Digital image processing. Image segmentation. Image retrieval. Image classification. Neural networks and deep learning. Convolutional neural networks for image classification. Data compression. Audio, image and video compression.