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05/31/2023
Enhancing image quality prediction with self-supervised visual masking
Full-reference image quality metrics (FR-IQMs) aim to measure the visual...
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06/19/2022
Video frame interpolation for high dynamic range sequences captured with dual-exposure sensors
Video frame interpolation (VFI) enables many important applications that...
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02/02/2022
Eikonal Fields for Refractive Novel-View Synthesis
We tackle the problem of generating novel-view images from collections o...
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08/07/2021
Learning Foveated Reconstruction to Preserve Perceived Image Statistics
Foveated image reconstruction recovers full image from a sparse set of s...
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12/22/2020
HDR Denoising and Deblurring by Learning Spatio-temporal Distortion Models
We seek to reconstruct sharp and noise-free high-dynamic range (HDR) vid...
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12/04/2020
Perceptual error optimization for Monte Carlo rendering
Realistic image synthesis involves computing high-dimensional light tran...
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10/01/2020
X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation
We suggest to represent an X-Field -a set of 2D images taken across diff...
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10/30/2019
Neural View-Interpolation for Sparse Light Field Video
We suggest representing light field (LF) videos as "one-off" neural netw...
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10/30/2019
Neural View-Interpolation for Sparse LightField Video
We suggest representing light field (LF) videos as "one-off" neural netw...
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12/06/2018
Deep-learning to Predict Perceived Differences to a Hidden Reference Image
Image metrics predict the perceived per-pixel difference between a refer...
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06/18/2018
End-to-end Sampling Patterns
Sample patterns have many uses in Computer Graphics, ranging from proced...
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06/13/2018