Analysis and Recognition of Human Actions With Flow Features and Temporal Models

By Hildegard K�hne

Book Overview

This work focuses the recognition of complex human activities in video data. A combination of new features and techniques from speech recognition is used to realize a recognition of action units and their combinations in video sequences. The presented approach shows how motion information gained from video data can be used to interpret the underlying structural information of actions and how higher level models allow an abstraction of different motion categories beyond simple classification.

This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

• Format: Paperback
• Language: English
• ISBN: 1013282906
• ISBN13: 9781013282904
• Release Date: October 2020
• Publisher: Saint Philip Street Press
• Length: 206 Pages
• Weight: 1.08 lbs.
• Dimensions: 0.4" x 8.5" x 11.0"