Architecture for one-shot compressive imaging using computer-generated holograms.
Published version
Peer-reviewed
Repository URI
Repository DOI
Change log
Authors
Macfaden, Alexander J
Kindness, Stephen J
Wilkinson, Timothy D
Abstract
We propose a synchronous implementation of compressive imaging. This method is mathematically equivalent to prevailing sequential methods, but uses a static holographic optical element to create a spatially distributed spot array from which the image can be reconstructed with an instantaneous measurement. We present the holographic design requirements and demonstrate experimentally that the linear algebra of compressed imaging can be implemented with this technique. We believe this technique can be integrated with optical metasurfaces, which will allow the development of new compressive sensing methods.
Description
Keywords
0801 Artificial Intelligence and Image Processing, Diagnostic Radiology, Networking and Information Technology R&D
Journal Title
Applied Optics
Conference Name
Journal ISSN
1559-128X
1539-4522
1539-4522
Volume Title
55
Publisher
Optical Society of America
Publisher DOI
Sponsorship
Engineering and Physical Sciences Research Council (EP/L015455/1)
Engineering and Physical Sciences Research Council (EP/G037256/1)
Engineering and Physical Sciences Research Council (EP/G037256/1)
Engineering and Physical Sciences Research Council (EPSRC) (EP/G037256/1, EP/L015455/1).