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.
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 • 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.
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.