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Junqiao Fan

3 accepted papers

2026

M4Human: A Large-Scale Multimodal mmWave Radar Benchmark for Human Mesh Reconstruction

CVPR 2026

Human mesh reconstruction (HMR) provides direct insights into body-environment interaction, enabling various immersive applications. However, existing large-scale HMR benchmarks largely rely on line-of-sight RGB sensing, causing HMR systems to inherit the limitations of vision-based systems, includi

Cited by 0SourcecodeScholar
2026

mmPred: Radar-based Human Motion Prediction in the Dark

AAAI 2026technical

Existing Human Motion Prediction (HMP) methods based on RGB(D) cameras are sensitive to lighting conditions and raise privacy concerns, limiting their real-world applications such as firefighting and elderly care. Motivated by the robustness and privacy-preserving nature of millimeter-wave (mmWave)

Cited by 0SourcePDFScholar
2024

Diffusion Model is a Good Pose Estimator from 3D RF-Vision

ECCV 2024poster

"Human pose estimation (HPE) from Radio Frequency vision (RF-vision) performs human sensing using RF signals that penetrate obstacles without revealing privacy (e.g., facial information). Recently, mmWave radar has emerged as a promising RF-vision sensor, providing radar point clouds by processing R…