1 code implementation • 3 Dec 2020 • Hiya Roy, Subhajit Chaudhury, Toshihiko Yamasaki, Tatsuaki Hashimoto
To alleviate these problems, we investigate if it is possible to obtain better performance by training the networks using frequency domain information (Discrete Fourier Transform) along with the spatial domain information.
no code implementations • 14 Apr 2019 • Hiya Roy, Subhajit Chaudhury, Toshihiko Yamasaki, Danielle DeLatte, Makiko Ohtake, Tatsuaki Hashimoto
Image restoration is a technique that reconstructs a feasible estimate of the original image from the noisy observation.
no code implementations • 14 Nov 2016 • Subhajit Chaudhury, Hiya Roy
We propose a fully convolutional model, that learns a direct end-to-end mapping between the corrupted images as input and the desired clean images as output.