Summary: Subsampling Image Compression using Al-Alaoui
Backpropagation Algorithm
Rony Ferzli
Arizona State University
Electrical Department
Tempe, Arizona
rferzli@ieee.org
Mohamad Adnan Al-Alaoui
American University of Beirut
ECE Department
Beirut, Lebanon
adnan@aub.edu.lb
Abstract--With the advances in wireless communications and
embedded systems, efficient storage and transmission of
images and video over limited bandwidth is required. Novel
image compression techniques need to be investigated; an
artificial neural networks subsampling image compression
method is presented using the Al - Alaoui backpropagation
algorithm is used [1-5]. The Al-Alaoui algorithm is a weighted
mean-square-error (MSE) approach to pattern recognition. It

Source: Al-Alaoui, Mohamad Adnan - Faculty of Engineering and Architecture, American University of Beirut, Lebanon

Collections: Engineering