2 papers
cs.NE2018
Method for Hybrid Precision Convolutional Neural Network Representation
Mo'taz Al-Hami, Marcin Pietron, Rishi Kumar +3
This invention addresses fixed-point representations of convolutional neural networks (CNN) in integrated circuits. When quantizing a CNN for a practical implementation there is a…
cs.CV2016
Real-time 3D scene description using Spheres, Cones and Cylinders
Kristiyan Georgiev, Motaz Al-Hami, Rolf Lakaemper
The paper describes a novel real-time algorithm for finding 3D geometric primitives (cylinders, cones and spheres) from 3D range data. In its core, it performs a fast model fitting…