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We propose a network independent, hand-held system to translate anddisambiguate foreign restaurant menu items in real-time. The system is based onthe use of a portable multimedia device, such as a smartphones or a PDA. Anaccurate and fast translation is obtained using a Machine Translation engineand a context-specific corpora to which we apply two pre-processing steps,called translation standardization and $n$-gram consolidation. The phrase-tablegenerated is orders of magnitude lighter than the ones commonly used in marketapplications, thus making translations computationally less expensive, anddecreasing the battery usage. Translation ambiguities are mitigated usingmultimedia information including images of dishes and ingredients, along withingredient lists. We implemented a prototype of our system on an iPod TouchSecond Generation for English speakers traveling in Spain. Our tests indicatethat our translation method yields higher accuracy than translation enginessuch as Google Translate, and does so almost instantaneously. The memoryrequirements of the application, including the database of images, are alsowell within the limits of the device. By combining it with a database ofnutritional information, our proposed system can be used to help individualswho follow a medical diet maintain this diet while traveling.

A Hand-Held Multimedia Translation and Interpretation System with Application to Diet Management