Zero-shot ingredient recognition by multi-relational graph convolutional network

• Main Authors: CHEN, Jingjing, PAN, Liangming, WEI, Zhipeng, WANG, Xiang, NGO, Chong-wah, CHUA, Tat-Seng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Artificial Intelligence and Robotics; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6490; https://ink.library.smu.edu.sg/context/sis_research/article/7493/viewcontent/6626_Article_Text_9854_1_10_20200520.pdf
• Institution: Singapore Management University

Recognizing ingredients for a given dish image is at the core of automatic dietary assessment, attracting increasing attention from both industry and academia. Nevertheless, the task is challenging due to the difficulty of collecting and labeling sufficient training data. On one hand, there are hund...