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From Depth Data to Head Pose Estimation: a Siamese approach
Marco Venturelli, Guido Borghi, Roberto Vezzani +1
The correct estimation of the head pose is a problem of the great importance for many applications. For instance, it is an enabling technology in automotive for driver attention mo…
Deep Head Pose Estimation from Depth Data for In-car Automotive Applications
Marco Venturelli, Guido Borghi, Roberto Vezzani +1
Recently, deep learning approaches have achieved promising results in various fields of computer vision. In this paper, we tackle the problem of head pose estimation through a Conv…
POSEidon: Face-from-Depth for Driver Pose Estimation
Guido Borghi, Marco Venturelli, Roberto Vezzani +1
Fast and accurate upper-body and head pose estimation is a key task for automatic monitoring of driver attention, a challenging context characterized by severe illumination changes…