Search Results for author: Kaan Akşit

Found 7 papers, 4 papers with code

Learned holographic light transport

2 code implementations1 Aug 2021 Koray Kavaklı, Hakan Urey, Kaan Akşit

Computer-Generated Holography (CGH) algorithms often fall short in matching simulations with results from a physical holographic display.

Unrolled Primal-Dual Networks for Lensless Cameras

1 code implementation8 Mar 2022 Oliver Kingshott, Nick Antipa, Emrah Bostan, Kaan Akşit

Conventional image reconstruction models for lensless cameras often assume that each measurement results from convolving a given scene with a single experimentally measured point-spread function.

Image Reconstruction

AutoColor: Learned Light Power Control for Multi-Color Holograms

1 code implementation2 May 2023 Yicheng Zhan, Koray Kavaklı, Hakan Urey, Qi Sun, Kaan Akşit

For this purpose, we establish the first multi-color hologram dataset using synthetic images and their depth information.

Monocular Depth Estimation

ChromaCorrect: Prescription Correction in Virtual Reality Headsets through Perceptual Guidance

no code implementations8 Dec 2022 Ahmet Güzel, Jeanne Beyazian, PRANEETH CHAKRAVARTHULA, Kaan Akşit

In this work, we remedy the usage of prescription eyeglasses in Virtual Reality (VR) headsets by shifting the optical complexity completely into software and propose a prescription-aware rendering approach for providing sharper and immersive VR imagery.

All-optical image denoising using a diffractive visual processor

no code implementations17 Sep 2023 Cagatay Isil, Tianyi Gan, F. Onuralp Ardic, Koray Mentesoglu, Jagrit Digani, Huseyin Karaca, Hanlong Chen, Jingxi Li, Deniz Mengu, Mona Jarrahi, Kaan Akşit, Aydogan Ozcan

Our results show that these diffractive denoisers can efficiently remove salt and pepper noise and image rendering-related spatial artifacts from input phase or intensity images while achieving an output power efficiency of ~30-40%.

Image Denoising

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