Max-margin structured output regression for spatio-temporal action localization

• Main Authors: Tran, Du, Yuan, Junsong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/103011; http://hdl.handle.net/10220/19131; http://papers.nips.cc/paper/4794-max-margin-structured-output-regression-for-spatio-temporal-action-localization
• Institution: Nanyang Technological University

Structured output learning has been successfully applied to object localization, where the mapping between an image and an object bounding box can be well captured. Its extension to action localization in videos, however, is much more challenging, because one needs to predict the locations of the ac...