Enhanced skeleton and face 3D data for person re-identification from depth cameras

• Published in: Computers & graphics Vol. 79; pp. 69 - 80
• Main Authors: Pala, Pietro, Seidenari, Lorenzo, Berretti, Stefano, Del Bimbo, Alberto
• Format: Journal Article
• Language: English
• Published: Oxford Elsevier Ltd 01.04.2019; Elsevier Science Ltd
• Subjects: 3D face; Body skeleton; Boosting; Cameras; Data acquisition; Depth camera; Face recognition; Feature extraction; Feature recognition; Geometric accuracy; Identification; Person re-identification; Photometry; Redundancy; Boosting; Depth camera; Person re-identification; 3D face; Body skeleton

•Person re-identification approach from depth cameras.•Cumulating 3D skeletal and 3D face models across temporal sequences.•Weak classification of 3D skeletal features.•3D face reconstruction and refinement from depth frames.•Weighted combination of 3D skeletal and 3D face features. [Display omitted...