122 citations · 180 across the 4 of their papers we have counts for
4 papers
A feed-forward neural network as a nonlinear dynamics integrator for supercontinuum generation
Lauri Salmela, Mathilde Hary, Mehdi Mabed +3
The nonlinear propagation of ultrashort pulses in optical fiber depends sensitively on both input pulse and fiber parameters. As a result, optimizing propagation for specific appli…
Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network
Lauri Salmela, Nikolaos Tsipinakis, Alessandro Foi +3
The propagation of ultrashort pulses in optical fibre displays complex nonlinear dynamics that find important applications in fields such as high power pulse compression and broadb…
Object Pose Estimation in Robotics Revisited
Antti Hietanen, Jyrki Latokartano, Alessandro Foi +4
Vision based object grasping and manipulation in robotics require accurate estimation of object's 6D pose. The 6D pose estimation has received significant attention in computer vis…
Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising
Cristóvão Cruz, Alessandro Foi, Vladimir Katkovnik +1
We introduce a paradigm for nonlocal sparsity reinforced deep convolutional neural network denoising. It is a combination of a local multiscale denoising by a convolutional neural…