Journal of Information Technology & Software Engineering
Open Access

The need of deep learning methods to have better image classification: Survey

Global Summit and Expo on Multimedia & Applications

August 10-11, 2015 Birmingham, UK

Amr A Al Khuffash

Posters-Accepted Abstracts: J Inform Tech Soft Engg

Abstract :

As digital images and multimedia in general are making now a vast share of available data, a need for solutions of management
is growing as well. And one of the essential management tasks that is demanded by images’ management users, is to have
a solution to what have been for long termed as symantec gap, which really describes the lack of any system to the ability to
use the same level of abstracution of concepts that we humans use, assuming that we have a basic unified abstraction of what
we see, and that languages can describe it simply. A trend within the research community of this field is to use deep learning
methods to anaylse images’ contents and use this analysis as a base of images indexing and retrieval. A survey of such methods’
classes, with discussion of present and future challenges are being carried out.