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Signal processing is everywhere in modern technology. Its
mathematical basis and many areas of application are the subject of
this book, based on a series of graduate-level lectures held at the
Mathematical Sciences Research Institute. Emphasis is on challenges
in the subject, particular techniques adapted to particular
technologies, and certain advances in algorithms and theory. The
book covers two main areas: computational harmonic analysis,
envisioned as a technology for efficiently analysing real data
using inherent symmetries; and the challenges inherent in the
acquisition, processing and analysis of images and sensing data in
general [EMDASH] ranging from sonar on a submarine to a
neuroscientist's fMRI study.
Signal processing is everywhere in modern technology. Its
mathematical basis and many areas of application are the subject of
this book, based on a series of graduate-level lectures held at the
Mathematical Sciences Research Institute. Emphasis is on challenges
in the subject, particular techniques adapted to particular
technologies, and certain advances in algorithms and theory. The
book covers two main areas: computational harmonic analysis,
envisioned as a technology for efficiently analysing real data
using inherent symmetries; and the challenges inherent in the
acquisition, processing and analysis of images and sensing data in
general [EMDASH] ranging from sonar on a submarine to a
neuroscientist's fMRI study.
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