Matlab Projects PHD Archives - Page 2 of 3

High-Order Statistics of Weber Local Descriptors for Image Representation

Posted on February 1, 2016 by Matlab-Projects |

Highly discriminant visual features play a key role in different image classification applications. This study aims to realize a method for extracting highly-discriminant features from images by exploring a robust…

The case for smartwatch-based diet monitoring

Posted on February 1, 2016 by Matlab-Projects |

We explore the use of gesture recognition on a wrist-worn smartwatch as an enabler of an automated eating activity (and diet monitoring) system. We show, using small-scale user studies, how it is…

Improving the Recognition of Eating Gestures Using Intergesture Sequential Dependencies

Posted on February 1, 2016 by Matlab-Projects |

This paper considers the problem of recognizing eating gestures by tracking wrist motion. Eating gestures are activities commonly undertaken during the consumption of a meal, such as sipping a drink…

Smart table surface: A novel approach to pervasive dining monitoring

Posted on February 1, 2016 by Matlab-Projects |

We present a novel sensor system for the support of nutrition monitoring. The system is based on smart table cloth equipped with a fine grained pressure textile matrix and a…

Geolocalized Modeling for Dish Recognition

Posted on February 1, 2016 by Matlab-Projects |

Food-related photos have become increasingly popular , due to social networks, foodrecommendations, and dietary assessment systems. Reliable annotation is essential in those systems, but unconstrained automatic food recognition is still not accurate enough. Most…

Recipe recognition with large multimodal food dataset

Posted on February 1, 2016 by Matlab-Projects |

This paper deals with automatic systems for image recipe recognition. For this purpose, we compare and evaluate leading vision-based and text-based technologies on a new very large multimodal dataset (UPMC Food-101) containing…

Leveraging Context to Support Automated Food Recognition in Restaurants

Posted on February 1, 2016 by Matlab-Projects |

The pervasiveness of mobile cameras has resulted in a dramatic increase in food photos, which are pictures reflecting what people eat. In this paper, we study how taking pictures of what we…

A probabilistic model for food image recognition in restaurants

Posted on February 1, 2016 by Matlab-Projects |

A large amount of food photos are taken in restaurants for diverse reasons. This dish recognitionproblem is very challenging, due to different cuisines, cooking styles and the intrinsic difficulty of modeling food from its visual…

Food image recognition using deep convolutional network with pre-training and fine-tuning

Posted on February 1, 2016 by Matlab-Projects |

In this paper, we examined the effectiveness of deep convolutional neural network (DCNN) for foodphoto recognition task. Food recognition is a kind of fine-grained visual recognition which is relatively harder problem than conventional image recognition. To tackle this problem,…

DietCam: Multi-View Food Recognition Using a Multi-Kernel SVM

Posted on February 1, 2016 by Matlab-Projects |

Food recognition is a key component in evaluation of everyday food intakes, and its challenge is due to intraclass variation. In this paper, we present an automatic food classification method, DietCam, which specifically addresses the variation…