Articulated motion and deformable objects
Wan, Jun1; Escalera, Sergio2,3; Perales, Francisco J.4; Kittler, Josef5
2018-07-01
发表期刊PATTERN RECOGNITION
卷号79期号:1页码:55-64
文章类型Article
摘要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. (C) 2018 Elsevier Ltd. All rights reserved.
关键词Articulated Motion And Deformable Objects Pose Estimation Action Recognition Gesture Recognition Face Analysis
WOS标题词Science & Technology ; Technology
DOI10.1016/j.patcog.2018.01.038
关键词[WOS]HUMAN ACTION RECOGNITION ; STRUCTURE-FROM-MOTION ; GESTURE RECOGNITION ; ACTIONLET ENSEMBLE ; 3D ; RGB ; SEGMENTATION ; PEOPLE ; FACES ; AGE
收录类别SCI
语种英语
项目资助者Chinese National Natural Science Foundation(61502491) ; Spanish project (MINECO/ FEDER, UE)(TIN2016-74946-P) ; Spanish project (Ministerio de Economia y Competitividad, Gobierno de Espalia)(TIN2015-67149-C3-2-R) ; EPSRC/dstl(EP/K014307/1 ; EPSRC(EP/N007743/1 ; CERCA Programme/ Generalitat de Catalunya ; EP/R018456/1) ; EP/P022529/1)
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS记录号WOS:000430903000005
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/21716
专题模式识别国家重点实验室_生物识别与安全技术研究
作者单位1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing, Peoples R China
2.Univ Barcelona, Barcelona, Spain
3.Comp Vis Ctr, Bellaterra, Spain
4.Univ Illes Balears, Comp Graph Vis & Artificial Intelligence Grp, Palma De Mallorca, Spain
5.Univ Surrey, Ctr Vis Speech & Signal Proc, Guildford, Surrey, England
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Wan, Jun,Escalera, Sergio,Perales, Francisco J.,et al. Articulated motion and deformable objects[J]. PATTERN RECOGNITION,2018,79(1):55-64.
APA Wan, Jun,Escalera, Sergio,Perales, Francisco J.,&Kittler, Josef.(2018).Articulated motion and deformable objects.PATTERN RECOGNITION,79(1),55-64.
MLA Wan, Jun,et al."Articulated motion and deformable objects".PATTERN RECOGNITION 79.1(2018):55-64.
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