Vision and Multimedia Reading Group: DeCAF

I presented an interesting paper during the Vision and Multimedia Reading Group about DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition (pdf).

It is a complete evaluation about  features extracted from the activation of a deep convolutional network trained with a large scale dataset.

This a work of Jeff Donahue, Yangqing Jia, Oriol Vinyals, Judy Hoffman, Ning Zhang, Eric Tzeng, Trevor Darrell from Berkeley University

 

 

A framework for itinerary personalization in cultural tourism of smart cities

Smart tourism in cities of art is a personalized user experience that exploits smart city infrastructures to offer increased opportunities of visit and services and time optimization. Traditionally, this capability requires the availability of personal mobile systems and geolocalization, augmented with some smart computing that provides the due information and functions at the right time and location of the visit. However effective smart tourism should also account for the fact that they exist different user requirements at different stages of the visit and that interests and requirements not only differ from one user to the other but also may change through time for each individual user. According to this, an effective framework for smart tourism should offer the possibility of an easy definition of individual user visits and offer to each user the capability of making changes or updates to his/her visit plan during the visit. It should also consider the possibility that different devices are offered and used at the different stages of the visit. In this work we present the prototype of a framework where different devices are used for the definition and modification of a personalized visit. In particular it exploits a wall mounted touchscreen in a visitor center which permits the early definition of a visit plan and a mobile device which allows online updates and changes of the planes well as display of geolocalized information during the time of the visit. An application server platform and a network infrastructure allows to record user activities as well as search and retrieve personalized data.

 

architecture

Architecture

Article : A framework for Itinerary Personalization in Cultural Tourism of Smart Cities

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