Search Results for author: Alessandro Masullo

Found 6 papers, 2 papers with code

Inertial Hallucinations -- When Wearable Inertial Devices Start Seeing Things

no code implementations14 Jul 2022 Alessandro Masullo, Toby Perrett, Tilo Burghardt, Ian Craddock, Dima Damen, Majid Mirmehdi

We propose a novel approach to multimodal sensor fusion for Ambient Assisted Living (AAL) which takes advantage of learning using privileged information (LUPI).

Meta-Learning with Context-Agnostic Initialisations

1 code implementation29 Jul 2020 Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen

This produces an initialisation for fine-tuning to target which is both context-agnostic and task-generalised.

Meta-Learning

Sit-to-Stand Analysis in the Wild using Silhouettes for Longitudinal Health Monitoring

no code implementations3 Oct 2019 Alessandro Masullo, Tilo Burghardt, Toby Perrett, Dima Damen, Majid Mirmehdi

We present the first fully automated Sit-to-Stand or Stand-to-Sit (StS) analysis framework for long-term monitoring of patients in free-living environments using video silhouettes.

STS

CaloriNet: From silhouettes to calorie estimation in private environments

no code implementations21 Jun 2018 Alessandro Masullo, Tilo Burghardt, Dima Damen, Sion Hannuna, Victor Ponce-López, Majid Mirmehdi

We propose a novel deep fusion architecture, CaloriNet, for the online estimation of energy expenditure for free living monitoring in private environments, where RGB data is discarded and replaced by silhouettes.

Semantically Selective Augmentation for Deep Compact Person Re-Identification

no code implementations11 Jun 2018 Víctor Ponce-López, Tilo Burghardt, Sion Hannunna, Dima Damen, Alessandro Masullo, Majid Mirmehdi

We present a deep person re-identification approach that combines semantically selective, deep data augmentation with clustering-based network compression to generate high performance, light and fast inference networks.

Data Augmentation Person Re-Identification +1

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