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PhlatCam: Designed Phase-Mask Based Thin Lensless Camera
- Source :
- IEEE Trans Pattern Anal Mach Intell
- Publication Year :
- 2020
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2020.
-
Abstract
- We demonstrate a versatile thin lensless camera with a designed phase-mask placed at sub-2 mm from an imaging CMOS sensor. Using wave optics and phase retrieval methods, we present a general-purpose framework to create phase-masks that achieve desired sharp point-spread-functions (PSFs) for desired camera thicknesses. From a single 2D encoded measurement, we show the reconstruction of high-resolution 2D images, computational refocusing, and 3D imaging. This ability is made possible by our proposed high-performance contour-based PSF. The heuristic contour-based PSF is designed using concepts in signal processing to achieve maximal information transfer to a bit-depth limited sensor. Due to the efficient coding, we can use fast linear methods for high-quality image reconstructions and switch to iterative nonlinear methods for higher fidelity reconstructions and 3D imaging.
- Subjects :
- Iterative method
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
02 engineering and technology
Iterative reconstruction
Article
law.invention
Artificial Intelligence
law
Optical transfer function
0202 electrical engineering, electronic engineering, information engineering
Computer vision
Image resolution
CMOS sensor
Signal processing
business.industry
Applied Mathematics
Physical optics
Lens (optics)
Computational Theory and Mathematics
020201 artificial intelligence & image processing
Computer Vision and Pattern Recognition
Artificial intelligence
Phase retrieval
business
Software
Subjects
Details
- ISSN :
- 19393539 and 01628828
- Volume :
- 42
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- Accession number :
- edsair.doi.dedup.....98e16b2da34a03e87010771f1957bccb