Search Results for author: Bing Ye

Found 4 papers, 1 papers with code

Undersampling and Cumulative Class Re-decision Methods to Improve Detection of Agitation in People with Dementia

no code implementations7 Feb 2023 Zhidong Meng, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Zhihong Deng, Shehroz S. Khan

Agitation is one of the most prevalent symptoms in people with dementia (PwD) that can place themselves and the caregiver's safety at risk.

Decision Making

Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos

no code implementations20 Dec 2022 Pratik K. Mishra, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Shehroz S. Khan

Our work differs from most existing approaches for video anomaly detection that focus on appearance-based features, which can put the privacy of a person at risk and is also susceptible to pixel-based noise, including illumination and viewing direction.

Anomaly Detection Semantic Segmentation +1

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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