250 citations · 371 across the 6 of their papers we have counts for
4 papers · 1 filter
Attention Mesh: High-fidelity Face Mesh Prediction in Real-time
Ivan Grishchenko, Artsiom Ablavatski, Yury Kartynnik +2
We present Attention Mesh, a lightweight architecture for 3D face mesh prediction that uses attention to semantically meaningful regions. Our neural network is designed for real-ti…
Real-time Hair Segmentation and Recoloring on Mobile GPUs
Andrei Tkachenka, Gregory Karpiak, Andrey Vakunov +4
We present a novel approach for neural network-based hair segmentation from a single camera input specifically designed for real-time, mobile application. Our relatively small neur…
Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs
Yury Kartynnik, Artsiom Ablavatski, Ivan Grishchenko +1
We present an end-to-end neural network-based model for inferring an approximate 3D mesh representation of a human face from single camera input for AR applications. The relatively…
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs
Valentin Bazarevsky, Yury Kartynnik, Andrey Vakunov +2
We present BlazeFace, a lightweight and well-performing face detector tailored for mobile GPU inference. It runs at a speed of 200-1000+ FPS on flagship devices. This super-realtim…