Affine transformation of virtual 3D object using 2D localization of fingertips
TL
TL;DR
An approach of a two-stage convolutional neural network, one for the detection of hand and another for the fingertips, which outperforms the existing systems in terms of the precision of detection and interaction performance in the VR environment.
References41 items
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Hand pose estimation in object-interaction based on deep learning for virtual reality applications
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Detection and Tracking of Fingertips for Geometric Transformation of Objects in Virtual Environment
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AirPen: A Touchless Fingertip Based Gestural Interface for Smartphones and Head-Mounted Devices
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