Amr A Al Khuffash
3A Technologies Inc, UK
Title: The Need of Deep Learning Methods to Have Better Image Classification: Survey
Biography
Biography: Amr A Al Khuffash
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 essintial 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 ternd within the research community of this field is to use deep learning methods to analyse images’ contents and use this analysis as a base of images indexing and retrieval. A servey of such methods’ classes, with discussion of present and future challenges.