Subjects and Their Objects: Localizing Interactees for a Person-Centric View of Importance

• Published in: International journal of computer vision Vol. 126; no. 2-4; pp. 292 - 313
• Main Authors: Chen, Chao-Yeh, Grauman, Kristen
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.04.2018; Springer; Springer Nature B.V
• Subjects: Artificial Intelligence; Computer Imaging; Computer Science; Cues; Image detection; Image Processing and Computer Vision; Object recognition; Pascal (programming language); Pattern Recognition; Pattern Recognition and Graphics; Personal communication; Salience; Tennis; Vision; Vision systems; Importance; Human-object interaction; Objectness
• ISSN: 0920-5691; 1573-1405
• DOI: 10.1007/s11263-016-0958-6

Understanding images with people often entails understanding their interactions with other objects or people. As such, given a novel image, a vision system ought to infer which other objects/people play an important role in a given person’s activity. However, existing methods are limited to learning...