Sciweavers

Share
MMM
2011
Springer

A Semantic Higher-Level Visual Representation for Object Recognition

8 years 1 months ago
A Semantic Higher-Level Visual Representation for Object Recognition
Having effective methods to access the images with desired object is essential nowadays with the availability of huge amount of digital images. We propose a semantic higher-level visual representation which improves the traditional part-based bag-of words image representation, in two aspects. First, we propose a semantic model to generate a semantic visual words and phrases in order to bridge the semantic gab factor. Second, the approach strengthens the discrimination power of classical visual words by constructing an mid level descriptor, Semantic Visual Phrase, from frequently co-occurring Semantic Visual Words set in the same local context.
Ismail Elsayad, Jean Martinet, Thierry Urruty, Cha
Added 21 Aug 2011
Updated 21 Aug 2011
Type Journal
Year 2011
Where MMM
Authors Ismail Elsayad, Jean Martinet, Thierry Urruty, Chabane Djeraba
Comments (0)
books