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Jae-Ho Choi

4 accepted papers

2025

High-Resolution Gait Micro-Doppler Synthesis from Videos Over Diverse Trajectories

ICASSP 2025accepted

In recent years, there has been increasing interest in human body motion analysis, with applications in activity classification, human gait analysis, and human intent recognition. Among the various methods, millimeter-wave (mmWave)-based approaches have become popular due to their inherent contactle…

Cited by 0SourceScholar
2024

Fusion-Vital: Video-RF Fusion Transformer for Advanced Remote Physiological Measurement

AAAI 2024technical

Remote physiology, which involves monitoring vital signs without the need for physical contact, has great potential for various applications. Current remote physiology methods rely only on a single camera or radio frequency (RF) sensor to capture the microscopic signatures from vital movements. Howe…

Cited by 8SourcePDFScholar
2023

MVDoppler: Unleashing the Power of Multi-View Doppler for MicroMotion-based Gait Classification

NeurIPS 2023poster

Modern perception systems rely heavily on high-resolution cameras, LiDARs, and advanced deep neural networks, enabling exceptional performance across various applications. However, these optical systems predominantly depend on geometric features and shapes of objects, which can be challenging to cap…