8 citations · 10 across the 5 of their papers we have counts for
5 papers
RTLViT: real-time lensless reconstruction with a lightweight vision transformer
Leyla A. Kabuli, Vasilisa Ponomarenko, Laura Waller
Mask-based lensless imagers capture measurements using simple, compact hardware and recover images using a reconstruction algorithm. The reconstruction algorithm affects the image…
ConvRML: high-quality lensless imaging with random multi-focal lenslets
Leyla A. Kabuli, Clara S. Hung, Vasilisa Ponomarenko +2
Mask-based lensless imagers use simple optics and computational reconstruction to design compact form factor cameras with compressive imaging ability. However, these imagers genera…
Designing lensless imaging systems to maximize information capture
Leyla A. Kabuli, Henry Pinkard, Eric Markley +2
Mask-based lensless imaging uses an optical encoder (e.g. a phase or amplitude mask) to capture measurements, then a computational decoding algorithm to reconstruct images. In this…
Estimation-theoretic analysis of lensless imaging
Leyla A. Kabuli, Nalini M. Singh, Laura Waller
We analyze lensless imaging systems with estimation-theoretic techniques based on Fisher information. Our analysis evaluates multiple optical encoder designs on objects with varyin…
Scalable dataset acquisition for data-driven lensless imaging
Clara S. Hung, Leyla A. Kabuli, Vasilisa Ponomarenko +1
Data-driven developments in lensless imaging, such as machine learning-based reconstruction algorithms, require large datasets. In this work, we introduce a data acquisition pipeli…