CapsNet Regularization and its Conjugation with ResNet for Signature Identification

1 code implementation • 29 Jan 2021 • Mahdi Jampour, Saeid Abbaasi, Malihe Javidi

We propose a new regularization term for CapsNet that significantly improves the generalization power of the original method from small training data while requiring much fewer parameters, making it suitable for large input images.

A deep learning framework for Text-independent Writer Identification

1 code implementation • 1 Oct 2020 • Malihe Javidi, Mahdi Jampour

In this work, we propose an end-to-end system that relies on a straightforward yet well-designed deep network and very efficient feature extraction, emphasizing feature engineering.

Feature Engineering