@book{730b94fd6bd1433097f1fe57db229fb9,
title = "Evaluating Example-based Pose Estimation: Experiments on the HumanEva Sets",
abstract = "We present an example-based approach to pose recovery, using histograms of oriented gradients as image descriptors. Tests on the HumanEva-I and HumanEva-II data sets provide us insight into the strengths and limitations of an example-based approach. We report mean relative 3D errors of approximately 65 mm per joint on HumanEva-I, and 175 mm on HumanEva-II. We discuss our results using single and multiple views. Also, we perform experiments to assess the algorithm{\textquoteright}s generalization to unseen subjects, actions and viewpoints. We plan to incorporate the temporal aspect of human motion analysis to reduce orientation ambiguities, and increase the pose recovery accuracy.",
keywords = "METIS-242003, EC Grant Agreement nr.: FP6/033812, IR-64422, EWI-11258, HMI-CI: Computational Intelligence, HMI-HF: Human Factors, HMI-VRG: Virtual Reality and Graphics",
author = "Poppe, {Ronald Walter}",
note = "This text has been accepted for the Computer Vision and Pattern Recognition (CVPR{\^a}€{\texttrademark}07) workshop on Evaluation of Articulated Human Motion and Pose Estimation EHuM2). This version of the document is for documentation purposes.",
year = "2007",
month = oct,
language = "Undefined",
series = "CTIT Technical Report Series",
publisher = "Centre for Telematics and Information Technology (CTIT)",
number = "LNCS4549/TR-CTIT-07-72",
address = "Netherlands",
}