Articulated motion and deformable objects

Jun Wan; Sergio Escalera; Francisco J. Perales; Josef Kittler

doi:10.1016/j.patcog.2018.01.038

Articulated motion and deformable objects

Jun Wan^*, Sergio Escalera, Francisco J. Perales, Josef Kittler

^*Corresponding author for this work

Research output: Contribution to journal › Editorial › peer-review

3 Citations (Scopus)

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.

Original language	English
Journal	Pattern Recognition
Volume	79
Pages (from-to)	55-64
Number of pages	10
ISSN	0031-3203
DOIs	https://doi.org/10.1016/j.patcog.2018.01.038
Publication status	Published - Jul 2018

Bibliographical note

Funding Information:
This work has been partially supported by the Chinese National Natural Science Foundation Projects ♯61502491, by the Spanish project TIN2016-74946-P (MINECO/ FEDER, UE) and CERCA Programme/ Generalitat de Catalunya, Spanish project TIN2015-67149-C3-2-R (Ministerio de Economia y Competitividad, Gobierno de España), EPSRC/dstl supported projects EP/K014307/1 and EP/R018456/1, and EPSRC supported projects EP/N007743/1 and EP/P022529/1.

Funding Information:
This work has been partially supported by the Chinese National Natural Science Foundation Projects ♯ 61502491 , by the Spanish project TIN2016-74946-P ( MINECO / FEDER , UE) and CERCA Programme/ Generalitat de Catalunya, Spanish project TIN2015-67149-C3-2-R (Ministerio de Economia y Competitividad, Gobierno de España), EPSRC/dstl supported projects EP/K014307/1 and EP/R018456/1 , and EPSRC supported projects EP/N007743/1 and EP/P022529/1 .

Publisher Copyright:
© 2018 Elsevier Ltd

Keywords

Action recognition
Articulated motion and deformable Objects
Face analysis
Gesture recognition
Pose estimation

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title = "Articulated motion and deformable objects",

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.",

keywords = "Action recognition, Articulated motion and deformable Objects, Face analysis, Gesture recognition, Pose estimation",

author = "Jun Wan and Sergio Escalera and Perales, {Francisco J.} and Josef Kittler",

note = "Funding Information: This work has been partially supported by the Chinese National Natural Science Foundation Projects ♯61502491, by the Spanish project TIN2016-74946-P (MINECO/ FEDER, UE) and CERCA Programme/ Generalitat de Catalunya, Spanish project TIN2015-67149-C3-2-R (Ministerio de Economia y Competitividad, Gobierno de Espa{\~n}a), EPSRC/dstl supported projects EP/K014307/1 and EP/R018456/1, and EPSRC supported projects EP/N007743/1 and EP/P022529/1. Funding Information: This work has been partially supported by the Chinese National Natural Science Foundation Projects ♯ 61502491 , by the Spanish project TIN2016-74946-P ( MINECO / FEDER , UE) and CERCA Programme/ Generalitat de Catalunya, Spanish project TIN2015-67149-C3-2-R (Ministerio de Economia y Competitividad, Gobierno de Espa{\~n}a), EPSRC/dstl supported projects EP/K014307/1 and EP/R018456/1 , and EPSRC supported projects EP/N007743/1 and EP/P022529/1 . Publisher Copyright: {\textcopyright} 2018 Elsevier Ltd",

year = "2018",

month = jul,

doi = "10.1016/j.patcog.2018.01.038",

language = "English",

volume = "79",

pages = "55--64",

journal = "Pattern Recognition",

issn = "0031-3203",

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TY - JOUR

T1 - Articulated motion and deformable objects

AU - Wan, Jun

AU - Escalera, Sergio

AU - Perales, Francisco J.

AU - Kittler, Josef

N1 - Funding Information: This work has been partially supported by the Chinese National Natural Science Foundation Projects ♯61502491, by the Spanish project TIN2016-74946-P (MINECO/ FEDER, UE) and CERCA Programme/ Generalitat de Catalunya, Spanish project TIN2015-67149-C3-2-R (Ministerio de Economia y Competitividad, Gobierno de España), EPSRC/dstl supported projects EP/K014307/1 and EP/R018456/1, and EPSRC supported projects EP/N007743/1 and EP/P022529/1. Funding Information: This work has been partially supported by the Chinese National Natural Science Foundation Projects ♯ 61502491 , by the Spanish project TIN2016-74946-P ( MINECO / FEDER , UE) and CERCA Programme/ Generalitat de Catalunya, Spanish project TIN2015-67149-C3-2-R (Ministerio de Economia y Competitividad, Gobierno de España), EPSRC/dstl supported projects EP/K014307/1 and EP/R018456/1 , and EPSRC supported projects EP/N007743/1 and EP/P022529/1 . Publisher Copyright: © 2018 Elsevier Ltd

PY - 2018/7

Y1 - 2018/7

N2 - 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.

AB - 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.

KW - Action recognition

KW - Articulated motion and deformable Objects

KW - Face analysis

KW - Gesture recognition

KW - Pose estimation

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DO - 10.1016/j.patcog.2018.01.038

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SN - 0031-3203

VL - 79

SP - 55

EP - 64

JO - Pattern Recognition

JF - Pattern Recognition

ER -

Articulated motion and deformable objects

Abstract

Bibliographical note

Keywords

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