Search Results for author: Stefan Denkovski

Found 3 papers, 1 papers with code

Temporal Shift -- Multi-Objective Loss Function for Improved Anomaly Fall Detection

no code implementations6 Nov 2023 Stefan Denkovski, Shehroz S. Khan, Alex Mihailidis

Anomaly detection frameworks using autoencoders and their variants can be used for fall detection due to the data imbalance that arises from the rarity and diversity of falls.

Anomaly Detection

Multi Visual Modality Fall Detection Dataset

1 code implementation25 Jun 2022 Stefan Denkovski, Shehroz S. Khan, Brandon Malamis, Sae Young Moon, Bing Ye, Alex Mihailidis

From a machine learning perspective, developing an effective fall detection system is challenging because of the rarity and variability of falls.

Anomaly Detection

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