Japesh Methuku

Dublin City University | DCU · School of Electronic Engineering

This paper describes two image classification tasks, carried out in the context of the interdisciplinary Digital Humanities project ChIA (Accessing and Analysing Cultural Image with New Technologies). On a set of selected still life food images from the Euro-peana collection, two classification rounds were carried out by five human annotators. On t...

Cultural heritage images are among the primary media for communicating and preserving the cultural values of a society. The images represent concrete and abstract content and symbolise the social, economic, political, and cultural values of the society. However, an enormous amount of such values embedded in the images is left unexploited partly due...

The number of vehicle accidents increase every year globally. Considering the advancements in technology, it is possible to assess the causes of these accidents and mitigate the fatalities. Driver's behavior and responses during the travel are crucial for analysis and in this paper, I have discussed how a deep learning system can be used to classif...