Learning compact visual representation with canonical views for robust mobile landmark search

• Main Authors: ZHU, Lei, SHEN, Jialie, LIU, Xiaobai, XIE, Liang, NIE, Liqiang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/3544; https://ink.library.smu.edu.sg/context/sis_research/article/4545/viewcontent/LearningCompactVisualRepresentation_IJCAI_2016_557.pdf
• Institution: Singapore Management University

Mobile Landmark Search (MLS) recently receives increasing attention. However, it still remains unsolved due to two important issues. One is high bandwidth consumption of query transmission, and the other is the huge visual variations of query images. This paper proposes a Canonical View based Compac...