Self-Supervised Representation Learning and Temporal-Spectral Feature Fusion for Bed Occupancy Detection
Authors
Human Pose & Activity RecognitionBiosensors & Physiological MonitoringContext-Aware ComputingElderly Care WorkersFamily Caregivers
No results found
Research Questions / Practical Problems
Question signals indexed for this paper.
help
Research Questions
3- How can self-supervised learning and time-frequency feature fusion improve robustness and accuracy of bed occupancy detection?Category: Gesture and Pose Sensing Model Performance and AccuracySimilar questionsarrow_forward
- How can bed occupancy models achieve high generalization and adapt to background noise across environments?Category: Gesture and Pose Sensing Model Performance and AccuracySimilar questionsarrow_forward
- Can labeled data be reduced while maintaining high performance of bed occupancy detection models?Category: Gesture and Pose Sensing Model Performance and AccuracySimilar questionsarrow_forward
lightbulb
Practical Problems
1- Bed occupancy detection is inaccurate in sleep monitoring due to background noise interference.Category: Gesture and Pose Sensing Model Performance and AccuracySimilar questionsarrow_forward
- 67%
AMIR: Active Multimodal Interaction Recognition from Video and Network Traffic in Connected Environments
UbiComp '23· Human Pose & Activity Recognition +2
- 67%
Wet-Ra: Monitoring DiapersWetness with Wireless Signals
UbiComp '23· Biosensors & Physiological Monitoring +1
- 60%
Sitting Posture Recognition and Feedback: A Literature Review
CHI '24· Human Pose & Activity Recognition +2
- 60%
VAX: Using Existing Video and Audio-based Activity Recognition Models to Bootstrap Privacy-Sensitive Sensors
UbiComp '23· Human Pose & Activity Recognition +2
- 60%
BaroPoser: Real-time Human Motion Tracking from IMUs and Barometers in Everyday Devices
UIST '25· Human Pose & Activity Recognition +2
Based on Jaccard similarity of research subtopics & professions (≥60%)
Quick Actions
At a Glance
fact_checkPaper Snapshot
dataset
Source
UbiComp
calendar_month
Year
2024
emoji_events
Award
No award tagged
group
Authors
7 authors
sell
Subtopics
Human Pose & Activity Recognition, Biosensors & Physiological Monitoring, Context-Aware Computing
work
Professions
Elderly Care Workers, Family Caregivers
article
Content Status
Abstract only
hub
Related Papers
5 related papers