ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks

1 code implementation • 16 Oct 2018 • Mahdi Ahmadi, Alireza Norouzi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, Ali Emami

Due to the rapid growth of machine learning tools and specifically deep networks in various computer vision and image processing areas, application of Convolutional Neural Networks for watermarking have recently emerged.

Artistic Instance-Aware Image Filtering by Convolutional Neural Networks

no code implementations • 22 Sep 2018 • Milad Tehrani, Mahnoosh Bagheri, Mahdi Ahmadi, Alireza Norouzi, Nader Karimi, Shadrokh Samavi

In this paper, we utilize an instance segmentation neural network to obtain a class mask for separately filtering the background and foreground of an image.

Instance Segmentation object-detection +3

Left ventricle segmentation By modelling uncertainty in prediction of deep convolutional neural networks and adaptive thresholding inference

no code implementations • 23 Feb 2018 • Alireza Norouzi, Ali Emami, S. M. Reza Soroushmehr, Nader Karimi, Shadrokh Samavi, Kayvan Najarian

Deep neural networks have shown great achievements in solving complex problems.

Left Ventricle Segmentation