Articulated motion and deformable objects. (July 2018)

• Record Type: Journal Article
• Authors: Wan, Jun; Escalera, Sergio; Perales, Francisco J.; Kittler, Josef
• Is Part Of: Pattern recognition. Volume 79(2018:Jul.)
• Page Start: 55
• Page End: 64
• Publication Date: 2018-07
• Subjects: Articulated motion and deformable Objects -- Pose estimation -- Action recognition -- Gesture recognition -- Face analysis; Pattern perception -- Periodicals; Perception des structures -- Périodiques; Patroonherkenning; 006.4
• DOI: 10.1016/j.patcog.2018.01.038
• Languages: English
• ISSNs: 0031-3203

Abstract

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.