1 code implementation • 19 Feb 2023 • Omid Nejati Manzari, Hamid Ahmadabadi, Hossein Kashiani, Shahriar B. Shokouhi, Ahmad Ayatollahi
Convolutional Neural Networks (CNNs) have advanced existing medical systems for automatic disease diagnosis.
no code implementations • 13 Dec 2021 • Hojat Asgarian Dehkordi, Ali Soltani Nezhad, Hossein Kashiani, Shahriar Baradaran Shokouhi, Ahmad Ayatollahi
In this paper, we propose a two-phase multi-expert classification method for human action recognition to cope with long-tailed distribution by means of super-class learning and without any extra information.
no code implementations • 22 Aug 2020 • Hossein Kashiani, Amir Abbas Hamidi Imani, Shahriar Baradaran Shokouhi, Ahmad Ayatollahi
In this paper, we propose a domain adaptation approach to strengthen the contributions of the semantic background context.
no code implementations • 9 Feb 2019 • Mohammad Habibi, Ahmad Ayatollahi, Niyoosha Dallalazar, Ali Kermani
This method clusters pixels of the intravascular optical coherence tomography image into several clusters using indeterminacy and Neutrosophic theory, which aims to detect the boundaries.