Enforcing connectivity of 3D linear structures using their 2D projections

1 code implementation • 14 Jul 2022 • Doruk Oner, Hussein Osman, Mateusz Kozinski, Pascal Fua

Many biological and medical tasks require the delineation of 3D curvilinear structures such as blood vessels and neurites from image volumes.

An Efficient Language-Independent Multi-Font OCR for Arabic Script

no code implementations • 18 Sep 2020 • Hussein Osman, Karim Zaghw, Mostafa Hazem, Seifeldin Elsehely

This paper proposes a complete Arabic OCR system that takes a scanned image of Arabic Naskh script as an input and generates a corresponding digital document.

Optical Character Recognition Optical Character Recognition (OCR) +1

TinBiNN: Tiny Binarized Neural Network Overlay in about 5,000 4-LUTs and 5mW

no code implementations • 5 Mar 2019 • Guy G. F. Lemieux, Joe Edwards, Joel Vandergriendt, Aaron Severance, Ryan De Iaco, Abdullah Raouf, Hussein Osman, Tom Watzka, Satwant Singh

In this paper, we introduce TinBiNN, a lightweight vector processor overlay for accelerating inference computations with 1b weights and 8b activations.