P137 Auditory and Visual Processing by Humans and Machines

Fakulta informatiky
jaro 2001
Rozsah
0/0. 2 kr. (plus ukončení). Doporučované ukončení: zk. Jiná možná ukončení: k, z.
Vyučující
Prof. Misha Pavel (přednášející), prof. PhDr. Karel Pala, CSc. (zástupce)
Garance
prof. PhDr. Karel Pala, CSc.
Katedra strojového učení a zpracování dat – Fakulta informatiky
Kontaktní osoba: prof. PhDr. Karel Pala, CSc.
Omezení zápisu do předmětu
Předmět je otevřen studentům libovolného oboru.
Cíle předmětu
Multimedia communication between humans and machines can be greatly enhanced by the machines' capabilities of processing, recognizing and producing signals that are effortlessly generated and perceived by humans. Knowledge of human information processing including audition, vision, and their combination is, therefore, critical in the principled design of "intelligent" sensing systems and the design of effective human-machine interfaces. This approach, based on human-like (anthropic) signal processing, has recently proven to be successful in the development of effective engineering systems. The course will familiarize students with the methods and fundamental knowledge pertaining to a subset of biological perceptual processes including auditory and visual perception, psychophysical measurements, and their applications. This course has several main objectives. First we will review elementary properties of the relevant physical signals and introduce students to the basic concepts in anatomy and physiology. We will then describe the methodology for the measurement and representation of human perceptual capabilities. In this respect students will learn how to interpret empirical data, how to incorporate these data in models, and how to apply these models to engineering problems. Finally, the perceptual, human-like signal processing approach will be illustrated using engineering models of the perceptual phenomena to design examples of signal processing systems.
Vyučovací jazyk
Angličtina
Další komentáře
Předmět je dovoleno ukončit i mimo zkouškové období.
Předmět je vyučován jednorázově.
Výuka probíhá blokově.
Poznámka k četnosti výuky: 12.-16.3.2001.
  • Statistika zápisu (nejnovější)
  • Permalink: https://is.muni.cz/predmet/fi/jaro2001/P137