Wolfgang Heidrich | DeepAI

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∙ 05/26/2023

Image Quality Is Not All You Want: Task-Driven Lens Design for Image Classification

In computer vision, it has long been taken for granted that high-quality...

0 Xinge Yang, et al. ∙

∙ 03/08/2023

Aberration-Aware Depth-from-Focus

Computer vision methods for depth estimation usually use simple camera m...

0 Xinge Yang, et al. ∙

∙ 02/02/2023

Curriculum Learning for ab initio Deep Learned Refractive Optics

Deep lens optimization has recently emerged as a new paradigm for design...

0 Xinge Yang, et al. ∙

∙ 03/20/2022

CRISPnet: Color Rendition ISP Net

Image signal processors (ISPs) are historically grown legacy software sy...

0 Matheus Souza, et al. ∙

∙ 02/28/2022

Neural Adaptive SCEne Tracing

Neural rendering with implicit neural networks has recently emerged as a...

4 Rui Li, et al. ∙

∙ 02/04/2022

NeAT: Neural Adaptive Tomography

In this paper, we present Neural Adaptive Tomography (NeAT), the first a...

23 Darius Rückert, et al. ∙

∙ 12/05/2021

Snapshot HDR Video Construction Using Coded Mask

This paper study the reconstruction of High Dynamic Range (HDR) video fr...

4 Masheal Alghamdi, et al. ∙

∙ 11/02/2021

ISP-Agnostic Image Reconstruction for Under-Display Cameras

Under-display cameras have been proposed in recent years as a way to red...

0 Miao Qi, et al. ∙

∙ 10/25/2021

Shape and Reflectance Reconstruction in Uncontrolled Environments by Differentiable Rendering

Simultaneous reconstruction of geometry and reflectance properties in un...

0 Rui Li, et al. ∙

∙ 09/28/2021

Compound eye inspired flat lensless imaging with spatially-coded Voronoi-Fresnel phase

Lensless cameras are a class of imaging devices that shrink the physical...

0 Qiang Fu, et al. ∙

∙ 09/16/2021

Neural Étendue Expander for Ultra-Wide-Angle High-Fidelity Holographic Display

Holographic displays can generate light fields by dynamically modulating...

0 Seung-Hwan Baek, et al. ∙

∙ 03/30/2021

Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging

We introduce Mask-ToF, a method to reduce flying pixels (FP) in time-of-...

0 Ilya Chugunov, et al. ∙

∙ 09/01/2020

End-to-End Hyperspectral-Depth Imaging with Learned Diffractive Optics

To extend the capabilities of spectral imaging, hyperspectral and depth ...

32 Seung-Hwan Baek, et al. ∙

∙ 08/31/2019

Stochastic Convolutional Sparse Coding

State-of-the-art methods for Convolutional Sparse Coding usually employ ...

20 Jinhui Xiong, et al. ∙

∙ 06/18/2018

Coupled Fluid Density and Motion from Single Views

We present a novel method to reconstruct a fluid's 3D density and motion...

2 Marie-Lena Eckert, et al. ∙

∙ 05/31/2018

Imaging with SPADs and DMDs: Seeing through Diffraction-Photons

This paper addresses the problem of imaging in the presence of diffracti...

0 Ibrahim Alsolami, et al. ∙

∙ 03/27/2017

Discriminative Transfer Learning for General Image Restoration

Recently, several discriminative learning approaches have been proposed ...

0 Lei Xiao, et al. ∙

∙ 11/25/2016

Deep Video Deblurring

Motion blur from camera shake is a major problem in videos captured by h...

0 Shuochen Su, et al. ∙

∙ 08/28/2016

MindX: Denoising Mixed Impulse Poisson-Gaussian Noise Using Proximal Algorithms

We present a novel algorithm for blind denoising of images corrupted by ...

0 Mohamed Aly, et al. ∙

∙ 06/11/2016

TRex: A Tomography Reconstruction Proximal Framework for Robust Sparse View X-Ray Applications

We present TRex, a flexible and robust Tomographic Reconstruction framew...

0 Mohamed Aly, et al. ∙

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