Understanding Human Activities Through 3D Sensors

Description

This book constitutes the revised selected papers of the Second International Workshop on Understanding Human Activities through 3D Sensors, UHA3DS 2016, that was held in conjunction with the 23rd International Conference on Pattern Recognition, ICPR 2016, held in Cancun, Mexico, in December 2016. The 9 revised full papers were carefully reviewed and selected from 12 submissions. The papers are organized in topical sections on Behavior Analysis, Human Motion Recognition, and Application Datasets. Front Matter ....Pages I-IX Front Matter ....Pages 1-1 Anomalous Human Behavior Detection Using a Network of RGB-D Sensors (Nicola Mosca, Vito Renò, Roberto Marani, Massimiliano Nitti, Fabio Martino, Tiziana D’Orazio et al.)....Pages 3-14 Cognitive Behaviour Analysis Based on Facial Information Using Depth Sensors (Juan Manuel Fernandez Montenegro, Barbara Villarini, Athanasios Gkelias, Vasileios Argyriou)....Pages 15-28 Long Term Person Re-identification from Depth Cameras Using Facial and Skeleton Data (Enrico Bondi, Pietro Pala, Lorenzo Seidenari, Stefano Berretti, Alberto Del Bimbo)....Pages 29-41 Conversational Agent Module for French Sign Language Using Kinect Sensor (Thomas Poulet, Victor Haffreingue, Taha Ridene)....Pages 42-56 Front Matter ....Pages 57-57 Learning Gait Parameters for Locomotion in Virtual Reality Systems (Jingbo Zhao, Robert S. Allison)....Pages 59-73 Deep Head Pose Estimation from Depth Data for In-Car Automotive Applications (Marco Venturelli, Guido Borghi, Roberto Vezzani, Rita Cucchiara)....Pages 74-85 3D Hand Gesture Recognition by Analysing Set-of-Joints Trajectories (Quentin De Smedt, Hazem Wannous, Jean-Philippe Vandeborre)....Pages 86-97 Front Matter ....Pages 99-99 A Large Scale RGB-D Dataset for Action Recognition (Jing Zhang, Wanqing Li, Pichao Wang, Philip Ogunbona, Song Liu, Chang Tang)....Pages 101-114 RGB-D Based Tracking of Complex Objects (Alejandro Perez-Yus, Luis Puig, Gonzalo Lopez-Nicolas, Jose J. Guerrero, Dieter Fox)....Pages 115-127 Back Matter ....Pages 129-129