Cross-domain cross-modal food transfer

• Main Authors: ZHU, Bin, NGO, Chong-wah, CHEN, Jingjing
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: cross-domain transfer; cross-modal food retrieval; food recognition; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6497; https://ink.library.smu.edu.sg/context/sis_research/article/7500/viewcontent/3394171.3413809.pdf
• Institution: Singapore Management University

The recent works in cross-modal image-to-recipe retrieval pave a new way to scale up food recognition. By learning the joint space between food images and recipes, food recognition is boiled down as a retrieval problem by evaluating the similarity of embedded features. The major drawback, neverthele...