4 citations · 5 across the 3 of their papers we have counts for
3 papers · 1 filter
Feature-level augmentation to improve robustness of deep neural networks to affine transformations
Adrian Sandru, Mariana-Iuliana Georgescu, Radu Tudor Ionescu
Recent studies revealed that convolutional neural networks do not generalize well to small image transformations, e.g. rotations by a few degrees or translations of a few pixels. T…
A realistic approach to generate masked faces applied on two novel masked face recognition data sets
Tudor Mare, Georgian Duta, Mariana-Iuliana Georgescu +4
The COVID-19 pandemic raises the problem of adapting face recognition systems to the new reality, where people may wear surgical masks to cover their noses and mouths. Traditional…
SuPEr-SAM: Using the Supervision Signal from a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition
Adrian Sandru, Georgian-Emilian Duta, Mariana-Iuliana Georgescu +1
We propose a deep learning method to automatically detect personal protective equipment (PPE), such as helmets, surgical masks, reflective vests, boots and so on, in images of peop…