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A survey on food computing
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 …
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
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 …
modern lifestyle. The estimation of a meal's nutrient content is an integral component of …
[HTML][HTML] Deep learning in food category recognition
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 …
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
Instruction tuning has significantly advanced large language models (LLMs) such as
ChatGPT, enabling them to align with human instructions across diverse tasks. However …
ChatGPT, enabling them to align with human instructions across diverse tasks. However …
Large scale visual food recognition
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 …
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
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 …
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
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 …
computer vision for its great potential applications in human health. Most of the existing …
Inverse cooking: Recipe generation from food images
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 …
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
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 …
various real-world applications, such as diet management and self-service restaurants. A …
A new pyramidal concatenated CNN approach for environmental sound classification
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 …
(ESC), which is an important topic of the non-speech audio classification task. A novel …