Date of Award

8-1-2019

Language

English

Document Type

Dissertation

Degree Name

Doctor of Philosophy (PhD)

College/School/Department

Department of Computer Science

Content Description

1 online resource (xi, 92 pages) : color illustrations.

Dissertation/Thesis Chair

Siwei Lyu

Committee Members

Siwei Lyu, Ming-Ching Chang, James Randal Moulic, Xiao Bian

Keywords

Human activity recognition, Machine learning, Human behavior, Computer vision, Three-dimensional imaging

Subject Categories

Artificial Intelligence and Robotics

Abstract

Pose based human activity recognition is an important step towards video understanding. The last decade has witnessed the great progress in this field which is driven by multiple technical innovations, i.e., kinect, pose estimation techniques, deep learning, etc.

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