1 code implementation • IEEE Access 2023 • Ali Karimi, Karim Faez, Soheila Nazari
The computer-aided diagnosis (CAD) of skin diseases relies heavily on automated skin lesion segmentation, albeit presenting considerable challenges due to lesion diversity in shape, size, color, and texture, as well as potential blurry boundaries with surrounding tissues.
no code implementations • 2 Jun 2022 • Ali Karimi, Zahra Mousavi Kouzehkanan, Reshad Hosseini, Hadi Asheri
OSM has consistently shown better classification accuracies over cross-entropy and hinge losses for small to large neural networks.
no code implementations • 13 Jan 2022 • Ali Karimi, Ahmad Kalhor
In this paper, a straightforward enhancement learning algorithm based on Separation Index (SI) concept is proposed for Convolutional Neural Networks (CNNs).
no code implementations • 8 Feb 2021 • Ali Karimi, Ramin Toosi, Mohammad Ali Akhaee
In this paper, we propose a deep learning approach to detect events in a soccer match emphasizing the distinction between images of red and yellow cards and the correct detection of the images of selected events from other images.
2 code implementations • 31 Dec 2020 • Amir Mohammad Rostami, Ali Karimi, Mohammad Ali Akhaee
To this end, the football keyword dataset (FKD), as a new keyword spotting dataset in Persian, is collected with crowdsourcing.
Ranked #1 on Keyword Spotting CSS on FKD