loading
Papers

Research.Publish.Connect.

Paper

Authors: Margarita Khokhlova ; Cyrille Migniot and Albert Dipanda

Affiliation: Univ. Bourgogne Franche-Comté, France

ISBN: 978-989-758-290-5

Keyword(s): 3D Descriptor, Point Cloud Structure, 3D Posture.

Abstract: This paper introduces a simple yet powerful algorithm for global human posture description based on 3D Point Cloud data. The proposed algorithm preserves spatial contextual information about a 3D object in a video sequence and can be used as an intermediate step in human-motion related Computer Vision applications such as action recognition, gait analysis, human-computer interaction. The proposed descriptor captures a point cloud structure by means of a modified 3D regular grid and a corresponding cells space occupancy information. The performance of our method was evaluated on the task of posture recognition and automatic action segmentation.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.81.29.226

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Khokhlova, M.; Migniot, C. and Dipanda, A. (2018). 3D Point Cloud Descriptor for Posture Recognition.In Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5 VISAPP: VISAPP, ISBN 978-989-758-290-5, pages 161-168. DOI: 10.5220/0006541801610168

@conference{visapp18,
author={Margarita Khokhlova. and Cyrille Migniot. and Albert Dipanda.},
title={3D Point Cloud Descriptor for Posture Recognition},
booktitle={Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5 VISAPP: VISAPP,},
year={2018},
pages={161-168},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006541801610168},
isbn={978-989-758-290-5},
}

TY - CONF

JO - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5 VISAPP: VISAPP,
TI - 3D Point Cloud Descriptor for Posture Recognition
SN - 978-989-758-290-5
AU - Khokhlova, M.
AU - Migniot, C.
AU - Dipanda, A.
PY - 2018
SP - 161
EP - 168
DO - 10.5220/0006541801610168

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.