Object detection meets knowledge graphs

• Main Authors: FANG, Yuan, KUAN, Kingsley, LIN, Jie, TAN, Cheston, CHANDRASEKHAR, Vijay
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Machine Learning; Knowledge-based Learning; Robotics and Vision; Vision and Perception; Artificial intelligence; Deep neural networks; Object recognition; Optimization; Semantics; Databases and Information Systems; Graphics and Human Computer Interfaces; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/4067; https://ink.library.smu.edu.sg/context/sis_research/article/5070/viewcontent/0230.pdf
• Institution: Singapore Management University

Object detection in images is a crucial task in computer vision, with important applications ranging from security surveillance to autonomous vehicles. Existing state-of-the-art algorithms, including deep neural networks, only focus on utilizing features within an image itself, largely neglecting th...