RF-based Pose Estimation
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Benchmarks
Most implemented
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation
Can WiFi Estimate Person Pose?
Person-in-WiFi: Fine-grained Person Perception using WiFi
Papers
MDPose: Human Skeletal Motion Reconstruction Using WiFi Micro-Doppler Signatures
Motion tracking systems based on optical sensors typically often suffer from issues, such as poor lighting conditions, occlusion, limited coverage, and may raise privacy concerns. More recently, radio frequency (RF)-base…
DenoisingPose EstimationRF-based Pose EstimationMaking the Invisible Visible: Action Recognition Through Walls and Occlusions
Understanding people's actions and interactions typically depends on seeing them. Automating the process of action recognition from visual data has been the topic of much research in the computer vision community. But wh…
3D Human Pose EstimationAction RecognitionRF-based Pose EstimationSkeleton Based Action RecognitionMilli-RIO: Ego-Motion Estimation with Millimetre-Wave Radar and Inertial Measurement Unit Sensor
With the fast-growing demand of location-based services in various indoor environments, robust indoor ego-motion estimation has attracted significant interest in the last decades. Single-chip millimeter-wave (MMWave) rad…
Indoor LocalizationMotion EstimationRF-based Pose EstimationReal Time 3D Indoor Human Image Capturing Based on FMCW Radar
Compared to traditional camera-based computer vision and imaging, radio imaging based on wireless sensing does not require lighting and is friendly to privacy. This work proposes a deep learning radio imaging solution to…
RF-based Pose EstimationA Survey on CSI-Based Human Behavior Recognition in Through-the-Wall Scenario
Recent years have witnessed increasing research interest in human behavior recognition as it provides attractive applications in various sensing scenarios. Among these encouraging implementations, device-free behavior re…
RF-based Action RecognitionRF-based Pose EstimationThrough-Wall Object Recognition and Pose Estimation
Robots need to perceive beyond lines of sight, e.g., to avoid cutting water pipes or electric wires when drilling holes on a wall. Recent off-the-shelf radio frequency (RF) imaging sensors ease the process of 3D sensing …
Material RecognitionObjectObject RecognitionPose Estimation+1