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Talks & Tutorials

Tutorials at WIFS'21 on Physiological Forensics

Dr. Wu's Talk in Spring 2021 for the UMD Faraway Fourier Talk (FFT) series

Publications Highlight: (see more on the individual research project pages)

[1] Qiang Zhu, Chau-Wai Wong, Chang-Hong Fu, and Min Wu, “Fitness heart rate measurement using face videos,” IEEE International Conference on Image Processing (ICIP’17), Beijing, China, 17–20 Sep. 2017. [IEEE Xplore] [Postprint] [Slides] [Demo Videos: Elliptical Machine, Treadmill]

[2] Qiang Zhu, Mingliang Chen, Chau-Wai Wong, and Min Wu, "Adaptive Multi-Trace Carving for Robust Frequency Tracking in Forensic Applications," in IEEE Trans. on Info. Forensics and Security, vol. 16, pp. 1174-1189, 2021, doi: 10.1109/TIFS.2020.3030182. (See also an earlier version at Asilomar'18, [IEEE Xplore] [Poster])

[3] Mingliang Chen, Qiang Zhu, Min Wu and Quanzeng Wang, "Modulation Model of the Photoplethysmography Signal for Vital Sign Extraction," in IEEE Journal of Biomedical and Health Informatics, vol. 25, no. 4, pp. 969-977, April 2021, doi: 10.1109/JBHI.2020.3013811.

[4] Qiang Zhu, Xin Tian, Chau-Wai Wong, and Min Wu, “Learning Your Heart Actions From Pulse: ECG Waveform Reconstruction From PPG", IEEE Internet of Things Journal, vol. 8, no. 23, pp. 16734-16748, 2021. (See also an earlier version at BHI'19, [IEEE Xplore] [Slides])

[5] Xin Tian, Qiang Zhu, Yuenan Li, and Min Wu, “Cross-domain Joint Dictionary Learning for ECG Reconstruction From PPG”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'20), Barcelona, Spain, May 2020. [Selected as lecture session]. [IEEE Xplore][Slides]. See also 3-minute Thesis -- 3MT presentation by Xin Tian.

Patent Applications:

[1] Min Wu, Chau-Wai Wong, Qiang Zhu, Chang-Hong Fu, and Jiahao Su, “Heart rate measurement for fitness exercises using video,” PCT/US2018/051342, filed Sept. 2018.

[2] Qiang Zhu, Mingliang Chen, Min Wu, Chau-Wai Wong, “Methods and apparatus for tracking weak signal traces,” Patent Application, filed Sept. 2019.