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Articulated motion and deformable objects

Wan, Jun, Escalera, Sergio, Perales, Francisco J. and Kittler, Josef (2018) Articulated motion and deformable objects Pattern Recognition, 79. pp. 55-64.

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Abstract

This guest editorial introduces the twenty two papers accepted for this Special Issue on Articulated Motion and Deformable Objects (AMDO). They are grouped into four main categories within the field of AMDO: human motion analysis (action/gesture), human pose estimation, deformable shape segmentation, and face analysis. For each of the four topics, a survey of the recent developments in the field is presented. The accepted papers are briefly introduced in the context of this survey. They contribute novel methods, algorithms with improved performance as measured on benchmarking datasets, as well as two new datasets for hand action detection and human posture analysis. The special issue should be of high relevance to the reader interested in AMDO recognition and promote future research directions in the field.

Item Type: Article
Divisions : Faculty of Engineering and Physical Sciences > Electronic Engineering
Authors :
NameEmailORCID
Wan, Jun
Escalera, Sergio
Perales, Francisco J.
Kittler, JosefJ.Kittler@surrey.ac.uk
Date : 1 February 2018
Funders : Engineering and Physical Sciences Research Council (EPSRC)
DOI : 10.1016/j.patcog.2018.01.038
Copyright Disclaimer : © 2018 Elsevier Ltd. All rights reserved.
Uncontrolled Keywords : Articulated motion and deformable Objects; Pose estimation; Action recognition; Gesture recognition; Face analysis
Depositing User : Clive Harris
Date Deposited : 20 Apr 2018 08:21
Last Modified : 02 Feb 2019 02:08
URI: http://epubs.surrey.ac.uk/id/eprint/846274

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