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pro vyhledávání: '"Lin, Luotao"'
Deep learning based food recognition has achieved remarkable progress in predicting food types given an eating occasion image. However, there are two major obstacles that hinder deployment in real world scenario. First, as new foods appear sequential
Externí odkaz:
http://arxiv.org/abs/2307.00183
Food classification serves as the basic step of image-based dietary assessment to predict the types of foods in each input image. However, food image predictions in a real world scenario are usually long-tail distributed among different food classes,
Externí odkaz:
http://arxiv.org/abs/2210.14748
Autor:
Shao, Zeman, He, Jiangpeng, Yu, Ya-Yuan, Lin, Luotao, Cowan, Alexandra, Eicher-Miller, Heather, Zhu, Fengqing
Food classification is critical to the analysis of nutrients comprising foods reported in dietary assessment. Advances in mobile and wearable sensors, combined with new image based methods, particularly deep learning based approaches, have shown grea
Externí odkaz:
http://arxiv.org/abs/2206.02086
Publikováno v:
In Heliyon 30 September 2024 10(18)
Autor:
Mao, Runyu, He, Jiangpeng, Lin, Luotao, Shao, Zeman, Eicher-Miller, Heather A., Zhu, Fengqing
Image-based dietary assessment refers to the process of determining what someone eats and how much energy and nutrients are consumed from visual data. Food classification is the first and most crucial step. Existing methods focus on improving accurac
Externí odkaz:
http://arxiv.org/abs/2109.02736
Autor:
Lin, Luotao, Guo, Jiaqi, Gelfand, Saul B, Bhadra, Anindya, Delp, Edward J, Richards, Elizabeth A, Hennessy, Erin, Eicher-Miller, Heather A
Publikováno v:
In The Journal of Nutrition February 2024 154(2):722-733
Akademický článek
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Autor:
Lin, Luotao, Guo, Jiaqi, Bhadra, Anindya, Gelfand, Saul B., Delp, Edward J., Richards, Elizabeth A., Hennessy, Erin, Eicher-Miller, Heather A.
Publikováno v:
In Journal of the Academy of Nutrition and Dietetics December 2023 123(12):1729-1748
Autor:
Valicente, Vinicius M., Peng, Ching-Hsuan, Pacheco, Kathryn N., Lin, Luotao, Kielb, Elizabeth I., Dawoodani, Elina, Abdollahi, Afsoun, Mattes, Richard D.
Publikováno v:
In Advances in Nutrition July 2023 14(4):718-738
Autor:
Aqeel, Marah, Guo, Jiaqi, Lin, Luotao, Gelfand, Saul, Delp, Edward, Bhadra, Anindya, Richards, Elizabeth A., Hennessy, Erin, Eicher-Miller, Heather A.
Publikováno v:
In Preventive Medicine July 2021 148