2 papers
cs.CV2021
Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss
Lam Huynh, Matteo Pedone, Phong Nguyen +3
Deep neural networks have recently thrived on single image depth estimation. That being said, current developments on this topic highlight an apparent compromise between accuracy a…
cs.CV2020
Learning non-rigid surface reconstruction from spatio-temporal image patches
Matteo Pedone, Abdelrahman Mostafa, Janne heikkilä
We present a method to reconstruct a dense spatio-temporal depth map of a non-rigidly deformable object directly from a video sequence. The estimation of depth is performed locally…