Publications | Research

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Computational Photography and Imaging

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2019

High-Quality Self-Supervised Deep Image Denoising

Samuli Laine, Tero Karras, Jaakko Lehtinen, Timo Aila

Extreme View Synthesis

Inchang Choi, Orazio Gallo, Alejandro Troccoli, Min H. Kim, Jan Kautz

Video Stitching for Linear Camera Arrays

Wei-Sheng Lai, Orazio Gallo, Jinwei Gu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz

Matching Prescription & Visual Acuity: Towards AR for Humans

Jonghyun Kim, Michael Stengel, Jui-Yi Wu, Ben Boudaoud, Josef Spjut, Kaan Akşit, Rachel Albert, Youngmo Jeong, Trey Greer, Ward Lopes, Zander Majercik, Peter Shirley, Morgan McGuire, David Luebke

Best in Show Award - Emerging Technology in SIGGRAPH 2019

2018

Statistical Nearest Neighbors for Image Denoising

Iuri Frosio, Jan Kautz

Separating Reflection and Transmission Images in the Wild

Patrick Wieschollek, Orazio Gallo, Jinwei Gu, Jan Kautz

ECCV

Noise2Noise: Learning Image Restoration without Clean Data

Jaakko Lehtinen, Jacob Munkberg, Jon Hasselgren, Samuli Laine, Tero Karras, Miika Aittala, Timo Aila

Approximate svBRDF Estimation From Mobile Phone Video

Rachel Albert, Dorian Yao Chan, Dan B Goldman, James F. O'Brien

Reblur2Deblur: Deblurring Videos via Self-Supervised Learning

Huaijin Chen, Jinwei Gu, Orazio Gallo, Ming-Yu Liu, Ashok Veeraraghavan, Jan Kautz

Learning Adaptive Parameter Tuning for Image Processing

Jingming Dong, Iuri Frosio, Jan Kautz