December 2020 PROTEIN Project Newsletter

PROTEIN Project

https://mailchi.mp/962d7bf157cc/protein-project-december-2020-newsletter
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Leaflets

PROTEIN Corporate Flyer

PROTEIN Project

PROTEIN Project Corporate Flyer
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Research Articles

A Cross-Modal Variational Framework For Food Image Analysis

T. Theodoridis, V. Solachidis, K. Dimitropoulso, and P. Daras

Food analysis resides at the core of modern nutrition recommender systems, providing the foundation for a high-level understanding of users’ eating habits…. https://ieeexplore.ieee.org/document/9190758 https://zenodo.org/record/4249315
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Research Articles

A survey on AI nutrition recommender systems

Thomas Theodoridis, Vassilios Solachidis, Kosmas Dimitropoulos, Lazaros Gymnopoulos, and Petros Daras

The goal of this work is to provide an overview of existing approaches regarding AI nutrition recommender systems. A breakdown of such systems into task-specific components is presented, as well as methodologies concerned with each individual….
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Research Articles

A Deep Network for Automatic Video-Based Food Bite Detection

Konstantinidis D., Dimitropoulos K., Ioakimidis I., Langlet B., Daras P. (2019) A Deep Network for Automatic Video-Based Food Bite Detection. In: Tzovaras D., Giakoumis D., Vincze M., Argyros A.

Past research has now provided compelling evidence pointing towards correlations among individual eating styles and the development of (un)healthy eating patterns, obesity and other medical conditions. In this setting, an automatic, non-invasive…
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Research Articles

Single Image-Based Food Volume Estimation Using Monocular Depth-Prediction Networks

Graikos A., Charisis V., Iakovakis D., Hadjidimitriou S., Hadjileontiadis L. (2020) Single Image-Based Food Volume Estimation Using Monocular Depth-Prediction Networks. In: Antona M., Stephanidis C.

In this work, we present a system that can estimate food volume from a single input image, by utilizing the latest advancements in monocular depth estimation. We employ a state-of-the-art, monocular depth prediction network architecture…

December 2020 PROTEIN Project Newsletter

PROTEIN Project

Leaflets

PROTEIN Corporate Flyer

PROTEIN Project

Research Articles

A Cross-Modal Variational Framework For Food Image Analysis

T. Theodoridis, V. Solachidis, K. Dimitropoulso, and P. Daras

Research Articles

A survey on AI nutrition recommender systems

Thomas Theodoridis, Vassilios Solachidis, Kosmas Dimitropoulos, Lazaros Gymnopoulos, and Petros Daras

Research Articles

A Deep Network for Automatic Video-Based Food Bite Detection

Konstantinidis D., Dimitropoulos K., Ioakimidis I., Langlet B., Daras P. (2019) A Deep Network for Automatic Video-Based Food Bite Detection. In: Tzovaras D., Giakoumis D., Vincze M., Argyros A.

Research Articles

Single Image-Based Food Volume Estimation Using Monocular Depth-Prediction Networks

Graikos A., Charisis V., Iakovakis D., Hadjidimitriou S., Hadjileontiadis L. (2020) Single Image-Based Food Volume Estimation Using Monocular Depth-Prediction Networks. In: Antona M., Stephanidis C.

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