Publications

UDiNet: A dilated U-net for improving OCR performance

Published

Mahyar Fardinfar, Pouya Rashidikia, Mina Zolfy

International Conference on Industrial Engineering and Operations Management (IEOM 2024) • 2024

We present a novel dilated U-Net architecture specifically designed for OCR preprocessing tasks, achieving significant improvements in document restoration quality and OCR accuracy.

Paper Code

EU-Net: A Neuro-Evolutionary Approach for 3D Brain Tumor Segmentation

Published

Amirreza M. Shebly, Mahyar Fardinfar, Mohammad Sarhang, Amir A. Ghavifekr

International conference of Control, Instrumentation, and Automation • 2024

This work introduces a neuro-evolutionary approach to brain tumor segmentation, combining genetic algorithms with deep learning for improved accuracy in medical image analysis.

Paper