Learning from web recipe-image pairs for food recognition: Problem, baselines and performance

• Main Authors: ZHU, Bin, NGO, Chong-wah, CHAN, Wing-Kwong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Image recognition;Training;Generative adversarial networks;Feature extraction;Visualization;Data models;Context modeling;Food recognition;image-to-recipe retrieval;image-to-image retrieval; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/7246; https://ink.library.smu.edu.sg/context/sis_research/article/8249/viewcontent/tmm2021_zhu_ngo_chan.pdf
• Institution: Singapore Management University

Cross-modal recipe retrieval has recently been explored for food recognition and understanding. Text-rich recipe provides not only visual content information (e.g., ingredients, dish presentation) but also procedure of food preparation (cutting and cooking styles). The paired data is leveraged to tr...