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Dive into the research topics where Beilei Xu is active.

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Featured researches published by Beilei Xu.


international conference of the ieee engineering in medicine and biology society | 2016

A study of the effect of subject motion to pulse rate estimation

Beilei Xu; Himanshu J. Madhu; Lalit Keshav Mestha

We presented a systematic study of how subject head motion affects pulse rate estimation using photoplethysmography from the subjects face. We evaluated the performance at various steps in the process, including object tracking, skin blob detection, pulse signal extraction and pulse rate estimation. We demonstrated that the signal-to-noise ratio of the power spectrum is a good indicator of signal artifacts induced by subject motion, thus can be used as a quantitative metric in continuous pulse rate monitoring to reduce estimation errors.We presented a systematic study of how subject head motion affects pulse rate estimation using photoplethysmography from the subjects face. We evaluated the performance at various steps in the process, including object tracking, skin blob detection, pulse signal extraction and pulse rate estimation. We demonstrated that the signal-to-noise ratio of the power spectrum is a good indicator of signal artifacts induced by subject motion, thus can be used as a quantitative metric in continuous pulse rate monitoring to reduce estimation errors.


Heart Rhythm | 2015

Detection of atrial fibrillation using contactless facial video monitoring

Jean-Philippe Couderc; Survi Kyal; Lalit Keshav Mestha; Beilei Xu; Derick R. Peterson; Xiaojuan Xia; Burr Hall


computing in cardiology conference | 2014

Pulse Harmonic Strength of facial video signal for the detection of atrial fibrillation

Jean-Philippe Couderc; Survi Kyal; Lalit Keshav Mestha; Beilei Xu; Derick R. Peterson; Xiaojuan Xia; Burr Hall


Archive | 2017

SYSTEM AND METHOD FOR EXPANDING AND TRAINING CONVOLUTIONAL NEURAL NETWORKS FOR LARGE SIZE INPUT IMAGES

Safwan Wshah; Beilei Xu; Orhan Bulan; Jess R. Gentner; Peter Paul


Archive | 2017

Detection of Passenger Compartment Violations

Orhan Bulan; Beilei Xu; Robert P. Loce; Peter Paul


Archive | 2016

Computer-vision-based recognition process

Robert P. Loce; Beilei Xu; Edgar A. Bernal; Saurabh Prabhat; Wencheng Wu


Archive | 2016

Computer-vision-gestützte prozesserkennung Computer-vision-based process detection

Robert P. Loce; Beilei Xu; Edgar A. Bernal; Saurabh Prabhat; Wencheng Wu


Archive | 2015

Detecting a fever spasm with a thermal camera

Lalit Keshav Mestha; Beilei Xu; Rakesh Suresh Kulkarni


Archive | 2015

Fahrzeuginsassenerfassung mittels des Abstands zwischen Beifahrer- und Fahrermerkmalen Vehicle occupant detection means the distance between the front passenger and driver features

Beilei Xu; Peter Paul; Florent Perronnin


Archive | 2015

Stable detection of windshields on the localization of marking points

Beilei Xu; Yusuf Artan; Peter Paul

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