food computing group @food_computing
Food Computing Group Joined March 2023-
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Our paper "Machine Learning and Statistical Models to Predict All-cause Mortality in Type 2 Diabetes: Results from the UK Biobank Study" has been accepted in Diabetes & Metabolic Syndrome: Clinical Research & Reviews. For more details, please refer to: sciencedirect.com/science/articl…
Our paper “Lightweight Food Recognition via Aggregation Block and Feature Encoding” has been accepted by ACM Transactions on Multimedia Computing. Please refer to website for more details: dl.acm.org/doi/abs/10.114…
Our paper “Large Scale Visual Food Recognition” was selected as ESI highly cited paper. Please refer to the website for more details: ieeexplore.ieee.org/document/10019…
Our paper “FoodSky: A Food-oriented Large Language Model that Passes the Chef and Dietetic Examination” has been published on arxiv. Please refer to the website for more details: arxiv.org/abs/2406.10261
Our paper “Synthesizing Knowledge-enhanced Features for Real-world Zero-shot Food Detection” has been accepted by IEEE Transactions on Image Processing. Please refer to the website for more details: ieeexplore.ieee.org/document/10423…
Our paper “A Lightweight Hybrid Model with Location-Preserving ViT for Efficient Food Recognition” has been accepted by Nutrients. Please refer to website for more details: mdpi.com/2072-6643/16/2…
Our paper “Multi-state Ingredient Recognition via Adaptive Multi-centric Network” is accepted by IEEE Transactions on Industrial Informatics. Please refer to website for more details: ieeexplore.ieee.org/document/10360…
Our paper “SeeDS: Semantic Separable Diffusion Synthesizer for Zero-Shot Food Detection” is accepted by ACM International Conference on Multimedia 2023. Please refer to website for more details: arxiv.org/abs/2310.04689
Our paper “Ingredient Prediction via Context Learning Network with Class-Adaptive Asymmetric Loss” is accepted by IEEE Transactions on Image Processing 2023. Please refer to the website for more details: ieeexplore.ieee.org/document/10268…
Our paper “Towards Food Image Retrieval via Generalization-oriented Sampling and Loss Function Design” is accepted by ACM Transactions on Multimedia Computing, Communications and Applications 2023. Please refer to the website for more details: dl.acm.org/doi/10.1145/36…
Our paper “Vision-based fruit recognition via multi-scale attention CNN” is accepted by Computers and Electronics in Agriculture 2023. We propose a Multi-Scale Attention Network (MSANet) for fruit recognition. Please refer to the website for more details: sciencedirect.com/science/articl…
IEEE TMM Special Issue on When Multimedia Meets Food: Multimedia Computing for Food Data Analysis and Applications due July 1, 2023, and please refer to the website for more details: signalprocessingsociety.org/blog/ieee-tmm-…
#IEEECS We release Food2K, which is the largest food recognition dataset with 2,000 categories and over 1 million images, and it is publicly available at http://123.57.42.89/FoodProject.html. Our group website: http://123.57.42.89/FoodComputing__Home.html @ComputerSociety
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