A survey on food computing

W Min, S Jiang, L Liu, Y Rui, R Jain - Acm Computing Surveys (CSUR), 2019 - dl.acm.org
Food is essential for human life and it is fundamental to the human experience. Food-related
study may support multifarious applications and services, such as guiding human behavior …

A review of image-based food recognition and volume estimation artificial intelligence systems

FS Konstantakopoulos, EI Georga… - IEEE Reviews in …, 2023 - ieeexplore.ieee.org
The daily healthy diet and balanced intake of essential nutrients play an important role in
modern lifestyle. The estimation of a meal's nutrient content is an integral component of …

[HTML][HTML] Deep learning in food category recognition

Y Zhang, L Deng, H Zhu, W Wang, Z Ren, Q Zhou… - Information …, 2023 - Elsevier
Integrating artificial intelligence with food category recognition has been a field of interest for
research for the past few decades. It is potentially one of the next steps in revolutionizing …

MIT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning

L Li, Y Yin, S Li, L Chen, P Wang, S Ren, M Li… - arxiv preprint arxiv …, 2023 - arxiv.org
Instruction tuning has significantly advanced large language models (LLMs) such as
ChatGPT, enabling them to align with human instructions across diverse tasks. However …

Large scale visual food recognition

W Min, Z Wang, Y Liu, M Luo, L Kang… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Food recognition plays an important role in food choice and intake, which is essential to the
health and well‐being of humans. It is thus of importance to the computer vision community …

Food-pics_extended—an image database for experimental research on eating and appetite: additional images, normative ratings and an updated review

J Blechert, A Lender, S Polk, NA Busch… - Frontiers in …, 2019 - frontiersin.org
Our current environment is characterized by the omnipresence of food cues. The taste and
smell of real foods—but also graphical depictions of appetizing foods—can guide our eating …

Multi-scale multi-view deep feature aggregation for food recognition

S Jiang, W Min, L Liu, Z Luo - IEEE Transactions on Image …, 2019 - ieeexplore.ieee.org
Recently, food recognition has received more and more attention in image processing and
computer vision for its great potential applications in human health. Most of the existing …

Inverse cooking: Recipe generation from food images

A Salvador, M Drozdzal… - Proceedings of the …, 2019 - openaccess.thecvf.com
People enjoy food photography because they appreciate food. Behind each meal there is a
story described in a complex recipe and, unfortunately, by simply looking at a food image we …

Isia food-500: A dataset for large-scale food recognition via stacked global-local attention network

W Min, L Liu, Z Wang, Z Luo, X Wei, X Wei… - Proceedings of the 28th …, 2020 - dl.acm.org
Food recognition has received more and more attention in the multimedia community for its
various real-world applications, such as diet management and self-service restaurants. A …

A new pyramidal concatenated CNN approach for environmental sound classification

F Demir, M Turkoglu, M Aslan, A Sengur - Applied Acoustics, 2020 - Elsevier
Recently, there has been an incremental interest on Environmental Sound Classification
(ESC), which is an important topic of the non-speech audio classification task. A novel …