activity
20182022
most citedDarkneTZ: Towards Model Privacy at the Edge using Trusted Execution Environments

190 citations · 295 across the 22 of their papers we have counts for

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Showing 2022 · cs.CVShow all

6 papers · 2 filters

cs.CV2022★ 1 cited

A mixed-reality dataset for category-level 6D pose and size estimation of hand-occluded containers

Xavier Weber, Alessio Xompero, Andrea Cavallaro

Estimating the 6D pose and size of household containers is challenging due to large intra-class variations in the object properties, such as shape, size, appearance, and transparen…

cs.CV2022

Content-based Graph Privacy Advisor

Dimitrios Stoidis, Andrea Cavallaro

People may be unaware of the privacy risks of uploading an image online. In this paper, we present Graph Privacy Advisor, an image privacy classifier that uses scene information an…

cs.CV2022★ 5 cited

BON: An extended public domain dataset for human activity recognition

Girmaw Abebe Tadesse, Oliver Bent, Komminist Weldemariam +3

Body-worn first-person vision (FPV) camera enables to extract a rich source of information on the environment from the subject's viewpoint. However, the research progress in wearab…

cs.CV2022

Cross-Camera View-Overlap Recognition

Alessio Xompero, Andrea Cavallaro

We propose a decentralised view-overlap recognition framework that operates across freely moving cameras without the need of a reference 3D map. Each camera independently extracts,…

cs.CV2022

On the limits of perceptual quality measures for enhanced underwater images

Chau Yi Li, Andrea Cavallaro

The appearance of objects in underwater images is degraded by the selective attenuation of light, which reduces contrast and causes a colour cast. This degradation depends on the w…

cs.CV2022

Training privacy-preserving video analytics pipelines by suppressing features that reveal information about private attributes

Chau Yi Li, Andrea Cavallaro

Deep neural networks are increasingly deployed for scene analytics, including to evaluate the attention and reaction of people exposed to out-of-home advertisements. However, the f…