Generating expensive relationship features from cheap objects

• Main Authors: WANG, Xiaogang, SUN, Qianru, CHUA, Tat-Seng, ANG, Marcelo
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Visual relationship; object detection; feature generation; Artificial Intelligence and Robotics; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/4446; https://ink.library.smu.edu.sg/context/sis_research/article/5449/viewcontent/BMVC2019_0657_paper_published.pdf
• Institution: Singapore Management University

We investigate the problem of object relationship classification of visual scenes. For a relationship object1-predicate-object2 that captures the object interaction, its representation is composed by the combination of object1 and object2 features. As a result, relationship classification models usu...