8 citations · 24 across the 8 of their papers we have counts for
8 papers
Computationally Efficient Information-Driven Optical Design with Interchanging Optimization
Eric Markley, Henry Pinkard, Leyla Kabuli +2
Recent work has demonstrated that imaging systems can be evaluated through the information content of their measurements alone, enabling application-agnostic optical design that av…
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…
Automotive Elevation Mapping with Interferometric Synthetic Aperture Radar
Leyla A. Kabuli, Griffin Foster
Radar is a low-cost and ubiquitous automotive sensor, but is limited by array resolution and sensitivity when performing direction of arrival analysis. Synthetic Aperture Radar (SA…
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…
High contrast holography through dual modulation
Leyla Kabuli, Oliver Cossairt, Florian Schiffers +2
Holographic displays are a promising technology for immersive visual experiences, and their potential for compact form factor makes them a strong candidate for head-mounted display…
Information-driven design of imaging systems
Henry Pinkard, Leyla Kabuli, Eric Markley +3
Imaging systems have traditionally been designed to mimic the human eye and produce visually interpretable measurements. Modern imaging systems, however, process raw measurements c…
Fast non-iterative algorithm for 3D point-cloud holography
Nathan Tessema Ersaro, Cem Yalcin, Liz Murray +3
Recently developed iterative and deep learning-based approaches to computer-generated holography (CGH) have been shown to achieve high-quality photorealistic 3D images with spatial…