학술논문

The Foundations of Computational Imaging: A signal processing perspective
Document Type
Periodical
Source
IEEE Signal Processing Magazine IEEE Signal Process. Mag. Signal Processing Magazine, IEEE. 40(5):40-53 Jul, 2023
Subject
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Computing and Processing
Technological innovation
Magnetic resonance imaging
Signal processing algorithms
Radar imaging
Image processing
Synthetic aperture radar
Radar polarimetry
X-ray imaging
History
Language
ISSN
1053-5888
1558-0792
Abstract
Twenty-five years ago, the field of computational imaging arguably did not exist, at least not as a standalone arena of research activity and technical development. Of course, the idea of using computation to form images had been around for several decades, largely thanks to the development of medical imaging—such as magnetic resonance imaging (MRI) and X-ray tomography—in the 1970s and synthetic-aperture radar (SAR) even earlier. Yet, a quarter of a century ago, such technologies would have been considered to be a subfocus of the wider field of image processing. This view started to change, however, in the late 1990s with a series of innovations that established computational imaging as a scientific and technical pursuit in its own right.