DISSERTATION

Human pose estimation from a single view point

Siddiqui, Matheen (author)

Year: 2015 University:   University of Southern California Digital Library

Abstract

We address the estimation of human poses from a single view point in images and sequences. This is an important problem with a range of applications in human computer interaction, security and surveillance monitoring, image understanding, and motion capture. In this work we develop methods that make use of single view cameras, stereo, and range sensors.

Keywords:
Pose Point (geometry) Human motion Range (aeronautics) 3D pose estimation Image (mathematics) Articulated body pose estimation

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Citation History

Topics

Human Pose and Action Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Gait Recognition and Analysis
Physical Sciences →  Engineering →  Biomedical Engineering
Video Surveillance and Tracking Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
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