Scientists at EPFL led by Prof. Pavan Ramdya have developed a deep learning-based method called LiftPose3D, which can reconstruct 3D animal poses using only 2D poses from one camera. This method will have impact in neuroscience and bioinspired robotics.
Read the EPFL News
Adam Gosztolai, Semih Günel, Victor Lobato Ríos, Marco Pietro Abrate, Daniel Morales, Helge Rhodin, Pascal Fua, Pavan Ramdya. LiftPose3D, a deep learning-based approach for transforming 2D to 3D pose in laboratory animals. Nature Methods 05 August 2021. https://doi.org/10.1101/2020.09.18.292680