The Biomedical Signal Analysis Lab works to create and enhance methods for measurement of the human body in order to advance biometric-recognition technology.
Using a variety of tools, such as fingerprint, iris and face readers, electrocardiographs and laser Doppler vibrometers (employed in voice recognition), research done in the Lab assists developments in border security, forensics and consumer electronics.
In addition, the Lab serves as a site for the National Science Foundation’s’ (NSF) Center for Identification Technology Research (CITeR), a multi-university center working with government and industry to strength identification technology and credibility assessment. More information is available at citer.clarkson.edu.
Oleksandr Makeyev, Paulo Lopez-Meyer, Stephanie Schuckers, Walter Besio, Edward Sazonov, Automatic food intake detection based on swallowing sounds, Biomedical Signal Processing and Control, Volume 7, Issue 6, pp: 649– 656, 2012.
A Lewicke, S Schuckers, Analysis of Heart Rate Variability for Predicting Cardiorespiratory Events in Infants, Biomedical Signal Processing & Control, accepted for publication, 2011.
Umasankar Kandaswamy, Schuckers S, Don Adjeroh , Robust Color Texture Features Under Varying Illumination Conditions, IEEE Transactions on Systems, Man, and Cybernetics: Part B, accepted for publication, 2011
Umasankar Kandaswamy, Schuckers S, Don Adjeroh, Comparison of Texture Analysis Schemes Under Non-ideal Conditions, IEEE Transactions on Image Processing, Vol. 20 Issue:8 pp: 2260 – 2275, 2011.
Xu X, Stephanie Schuckers, Artifact Detection in Heart Period Data, Journal of Electrocardiology 2001;34(suppl):101-105.
Schuckers SAC, Approximate entropy applied to arrhythmia detection, Journal of Electrocardiology 1998;31(suppl):101-105.
P Lopez-Meyer, O Makeyev, S Schuckers, E L Melanson, M R Neuman and E Sazonov, Detection of Food Intake from Swallowing Sequences by Supervised and Unsupervised Methods, Annals of Biomedical Engineering, Volume 38, Number 8, August, 2010
Caswell SA, Jenkins JM, DiCarlo LA. Comprehensive ventricular fibrillation detection scheme for ICDs. Journal of Electrocardiology 1997;30 (suppl):148-153.
Jenkins JM, Caswell SA. Detection algorithms in implantable cardioverter defibrillators. Proceedings of the IEEE 1996;84:428-445.
DiCarlo LA, Jenkins JM, Caswell SA, Morris M, Pariseau B. Tachycardia detection by antitachycardia devices: present limitations and future strategies. Journal of Interventional Cardiology 1994;7:459-471.
Caswell SA, DiCarlo LA, Chiang CJ, Jenkins JM. Automated analysis of spontaneously occurring arrhythmias by implantable devices: limitation of using rate and timing features alone. J of Electrocardiology 1994;27:151-156.
Stephanie Schuckers, Natalia A. Schmid, Aditya Abhyankar, Vivekanand Dorairaj, Chris Boyce, Lawrence A. Hornak, On Techniques for Angle Compensation in Non-Ideal Iris Recognition, IEEE Transactions of Systems, Man, and Cybernetics, Volume 37, Issue 5, Page(s):1176 – 1190, Oct. 2007.
Natalia A. Schmid, Stephanie Schuckers, Jonathon Phillips, Kevin Bowyer, Recent Advances in Biometric Systems: A Signal Processing Perspective, EURASIP Journal on Advances in Signal Processing, Vol. 2009
B. Kantarci, M. Erol-Kantarci, S. Schuckers, "Towards secure cloud-centric Internet of Biometric Things, " in Proc. IEEE Intl. Conference on Cloud Networking (CLOUDNET), Niagara Falls, ON, Canada, pp. 81-83, Oct. 2015
L Ghiani, D Yambay, V Mura, S Tocco, GL Marcialis, F Roli, S Schuckers, LivDet 2013 - Fingerprint Liveness Detection Competition 2013, 6th IAPR International Conference on Biometrics (ICB), 2013
G Torres, JKT Chang, F Hua, C Liu and S Schuckers, A Power-Aware Study of Iris Matching Algorithms on Intel's SCC, The 2013 International Workshop on Embedded Multicore Systems (ICPP-EMS 2013), in conjunction with ICPP 2013, Lyon, France, October 1-4, 2013
G. Fahmy, L. Hornak, N. Schmid, X. Li, S. Schuckers, Non-frontal/Non-ideal Iris Localization and Acquisition, Proceedings for SPIE, vol. 5601, pp. 267-275, 2004
Raphisak P, Curry AD, Malkin RA, Schuckers SAC, Heart Rate Variability in Rats with Aldosterone–Induced Chronic Heart Failure, Engineering in Medicine and Biology Society, 2003. Proceedings of the 25th Annual International Conference of the IEEE Volume 1, 17-21 Page(s):228 - 231 Vol.1, Sept. 2003.
Schuckers SAC, Pisut Raphisak, Distinction of Arrhythmias with the Use of Approximate Entropy, Computers in Cardiology 1999, IEEE Press, pp. 347-350, 1999.
Schuckers SAC, Approximate Entropy as a Measure of Morphologic Variability for Ventricular Tachycardia and Fibrillation, Computers in Cardiology, IEEE Press pp. 265-268, 1998.
Lopez-Meyer, P., Schuckers, S., Makeyev, O., Sazonov, E., Detection of periods of food intake using Support Vector Machines, Conference Proceedings: Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE, Pages 1004-1007, November 11, 2011
David Illig, Aaron Lewicke, Stephanie Schuckers, Electrocardiogram features for detection of abnormal cardiac events, Journal of Electrocardiology, Volume 43, Issue 6, Pages 642-643, November 2010
Edward S. Sazonov, George Fulk, Nadezhda Sazonova and Stephanie Schuckers, Automatic Recognition of Postures and Activities in Stroke Patients, Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2200-2203, September 2009
Lewicke A, Sazonov E, Schuckers SAC, CHIME study group, Sleep-wake identification in infants: heart rate variability compared to actigraphy, Engineering in Medicine and Biology Society, 2004. EMBC 2004. Conference Proceedings. 26th Annual International Conference of the, Volume 1, Page(s):442 - 445 Vol.1, 2004.
Raphisak P, Schuckers SAC, AD Curry, An algorithm for EMG noise detection in large ECG data, Computers in Cardiology, 2004, Page(s):369 – 372, 19-22 Sept. 2004.
Raphisak P, Schuckers SAC, Analysis of Heart Rate Variability in a Rabbit Model of Heart Failure Using Karhunen-Loeve Expansion, Bioengineering Conference, 2003 IEEE 29th Annual, Proceedings of, Page(s):242 – 243, 22-23 March 2003.
Sazonova N, Sazonov E, Schuckers SAC, Activity-Based Sleep-Wake Identification In Infants, Proceedings of 2002 Computers in Cardiology, IEEE Press 0276-6547/02, vol. 29, pp. 525-528.
Schuckers SAC, Xu Xueyan, Schuckers ME, Jenkins JM, Ventricular Arrhythmia Detection Using Time-Domain Template Algorithms, Proceedings of the IEEE 24th Annual Northeast Bioengineering Conference 1998, IEEE Press, pp. 21-23.
Caswell SA, Thompson JA, Jenkins JM, DiCarlo LA. Separation of ventricular tachycardia from ventricular fibrillation using paired unipolar electrodes. Computers in Cardiology, IEEE Press pp. 1-4, 1996
Oleksandr Makeyev, Edward Sazonov, Stephanie Schuckers, Paulo Lopez-Meyer, Ed Melanson, Michael Neuman, Limited Receptive Area Neural Classifier for Recognition of Swallowing Sounds Using Continuous Wavelet Transform, 29th IEEE EMBS Annual International Conference, 2007.
Umasankar Kandaswamy, Donald Adjeroh, Natalia Schmid, Stephanie Schuckers, Error Encoded Pde-Textons For Face Recognition, Automatic Identification and Advanced Technologies, IEEE Workshop on, June 10-11, 2007.
D. Rissacher, R. Dowman, S.A.C. Schuckers, Identifying Frequency-Domain Features for an EEG-Based Pain Measurement System 33rd Annual Northeast Bioengineering Conference Stony Brook University, NY, pp. 114-115, March 10-11 2007.
Schuckers SAC, Parthasaradhi S, Derakhshani R, Hornak L, Comparison of classification methods for time-series detection of perspiration as a liveness test in fingerprint devices, Biometric Authentication: First International Conference (ICBA), LNCS 3072, Springer, Hong Kong, July 2004, pp. 256-263.
Schuckers SAC, Abhyankar A, A Wavelet Based Approach to Detecting Liveness in Fingerprint Scanners, Proceedings of the Biometric Authentication Workshop, LNCS 3087, Springer, ECCV, Prague, May, 2004, pp. 100-110.
Raphisak P, Schuckers SAC, Development Of An Experimental Method For Long-Term Electrocardiographic Recordings In A Heart Failure Rabbit Model, Proceedings of 2002 Computers in Cardiology, IEEE Press 0276-6547/02, vol. 29, pp. 333-336.
Xu X, Schuckers SAC, Comparison Of Heart Rate Variability Measurements In Infants, Proceedings of 2002 Computers in Cardiology, IEEE Press 0276-6547/02, vol. 29, pp. 585-588.
Schuckers SAC, Crihalmeanu S, Raphisak P, Xu Xueyan, Analysis of Long-Term Electrocardiographic Data in a Rabbit Model of Heart Failure, IEEE Engineering Medicine and Biology Society Annual Conference Proceedings, October 2001.