27 citations · 44 across the 4 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CV2021
Towards a Real-Time Facial Analysis System
Bishwo Adhikari, Xingyang Ni, Esa Rahtu +1
Facial analysis is an active research area in computer vision, with many practical applications. Most of the existing studies focus on addressing one specific task and maximizing i…
cs.CV2021
On the Importance of Encrypting Deep Features
Xingyang Ni, Heikki Huttunen, Esa Rahtu
In this study, we analyze model inversion attacks with only two assumptions: feature vectors of user data are known, and a black-box API for inference is provided. On the one hand,…
cs.CV2021
FlipReID: Closing the Gap between Training and Inference in Person Re-Identification
Xingyang Ni, Esa Rahtu
Since neural networks are data-hungry, incorporating data augmentation in training is a widely adopted technique that enlarges datasets and improves generalization. On the other ha…