1 code implementation • 18 Apr 2019 • Ronnachai Jaroensri, Camille Biscarrat, Miika Aittala, Frédo Durand
Unfortunately, the commonly used additive white noise (AWGN) models do not accurately reproduce the noise and the degradation encountered on these inputs.
no code implementations • CVPR 2018 • Aleksandar Zlateski, Ronnachai Jaroensri, Prafull Sharma, Frédo Durand
We investigate the relationship between the quality of labels and the performance of ConvNets for semantic segmentation.
2 code implementations • ECCV 2018 • Tae-Hyun Oh, Ronnachai Jaroensri, Changil Kim, Mohamed Elgharib, Frédo Durand, William T. Freeman, Wojciech Matusik
We show that the learned filters achieve high-quality results on real videos, with less ringing artifacts and better noise characteristics than previous methods.
no code implementations • 13 Dec 2016 • Ronnachai Jaroensri, Amy Zhao, Guha Balakrishnan, Derek Lo, Jeremy Schmahmann, John Guttag, Fredo Durand
The performance of our system is comparable to that of a group of ataxia specialists in terms of mean error and correlation, and our system's predictions were consistently within the range of inter-rater variability.