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 …

Cross-modal retrieval in the cooking context: Learning semantic text-image embeddings

M Carvalho, R Cadène, D Picard, L Soulier… - The 41st International …, 2018 - dl.acm.org
Designing powerful tools that support cooking activities has rapidly gained popularity due to
the massive amounts of available data, as well as recent advances in machine learning that …

R2gan: Cross-modal recipe retrieval with generative adversarial network

B Zhu, CW Ngo, J Chen, Y Hao - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Representing procedure text such as recipe for crossmodal retrieval is inherently a difficult
problem, not mentioning to generate image from recipe for visualization. This paper studies …

A study on food value estimation from images: taxonomies, datasets, and techniques

J Sultana, BM Ahmed, MM Masud, AKO Huq… - IEEE …, 2023 - ieeexplore.ieee.org
Monitoring nutritional values in food can help an individual in planning a healthy diet. In
addition, regular dietary assessment can improve and maintain the physical and mental …

Deep understanding of cooking procedure for cross-modal recipe retrieval

JJ Chen, CW Ngo, FL Feng, TS Chua - Proceedings of the 26th ACM …, 2018 - dl.acm.org
Finding a right recipe that describes the cooking procedure for a dish from just one picture is
inherently a difficult problem. Food preparation undergoes a complex process involving raw …

Market2Dish: health-aware food recommendation

W Wang, LY Duan, H Jiang, P Jing, X Song… - ACM Transactions on …, 2021 - dl.acm.org
With the rising incidence of some diseases, such as obesity and diabetes, the healthy diet is
arousing increasing attention. However, most existing food-related research efforts focus on …

Transformer decoders with multimodal regularization for cross-modal food retrieval

M Shukor, G Couairon, A Grechka… - Proceedings of the …, 2022 - openaccess.thecvf.com
Cross-modal image-recipe retrieval has gained significant attention in recent years. Most
work focuses on improving cross-modal embeddings using unimodal encoders, that allow …

Multi-modal cooking workflow construction for food recipes

LM Pan, J Chen, J Wu, S Liu, CW Ngo… - Proceedings of the 28th …, 2020 - dl.acm.org
Understanding food recipe requires anticipating the implicit causal effects of cooking
actions, such that the recipe can be converted into a graph describing the temporal workflow …

Procedural text generation from a photo sequence

T Nishimura, A Hashimoto, S Mori - Proceedings of the 12th …, 2019 - aclanthology.org
Multimedia procedural texts, such as instructions and manuals with pictures, support people
to share how-to knowledge. In this paper, we propose a method for generating a procedural …

Structure-aware procedural text generation from an image sequence

T Nishimura, A Hashimoto, Y Ushiku, H Kameko… - IEEE …, 2020 - ieeexplore.ieee.org
It is an important activity for our society to create new value by combining materials. From
daily cooking to manufacturing for industry, we often describe the way to do it as a …