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Biomedical signal processing

A METROPOLIS-WITHIN-GIBBS SAMPLER TO INFER TASK-BASED FUNCTIONAL BRAIN CONNECTIVITY

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Authors:
M Faizan Ahmad, James Murphy, Deniz Vatansever, Emmanuel A Stamatakis, Simon Godsill
Submitted On:
21 March 2016 - 4:34am
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[1] M Faizan Ahmad, James Murphy, Deniz Vatansever, Emmanuel A Stamatakis, Simon Godsill, "A METROPOLIS-WITHIN-GIBBS SAMPLER TO INFER TASK-BASED FUNCTIONAL BRAIN CONNECTIVITY", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/915. Accessed: Jul. 22, 2019.
@article{915-16,
url = {http://sigport.org/915},
author = {M Faizan Ahmad; James Murphy; Deniz Vatansever; Emmanuel A Stamatakis; Simon Godsill },
publisher = {IEEE SigPort},
title = {A METROPOLIS-WITHIN-GIBBS SAMPLER TO INFER TASK-BASED FUNCTIONAL BRAIN CONNECTIVITY},
year = {2016} }
TY - EJOUR
T1 - A METROPOLIS-WITHIN-GIBBS SAMPLER TO INFER TASK-BASED FUNCTIONAL BRAIN CONNECTIVITY
AU - M Faizan Ahmad; James Murphy; Deniz Vatansever; Emmanuel A Stamatakis; Simon Godsill
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/915
ER -
M Faizan Ahmad, James Murphy, Deniz Vatansever, Emmanuel A Stamatakis, Simon Godsill. (2016). A METROPOLIS-WITHIN-GIBBS SAMPLER TO INFER TASK-BASED FUNCTIONAL BRAIN CONNECTIVITY. IEEE SigPort. http://sigport.org/915
M Faizan Ahmad, James Murphy, Deniz Vatansever, Emmanuel A Stamatakis, Simon Godsill, 2016. A METROPOLIS-WITHIN-GIBBS SAMPLER TO INFER TASK-BASED FUNCTIONAL BRAIN CONNECTIVITY. Available at: http://sigport.org/915.
M Faizan Ahmad, James Murphy, Deniz Vatansever, Emmanuel A Stamatakis, Simon Godsill. (2016). "A METROPOLIS-WITHIN-GIBBS SAMPLER TO INFER TASK-BASED FUNCTIONAL BRAIN CONNECTIVITY." Web.
1. M Faizan Ahmad, James Murphy, Deniz Vatansever, Emmanuel A Stamatakis, Simon Godsill. A METROPOLIS-WITHIN-GIBBS SAMPLER TO INFER TASK-BASED FUNCTIONAL BRAIN CONNECTIVITY [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/915

MISPT - Heart Rate Monitoring from PPG


We propose a multiple initialization based spectral peak tracking (MISPT) technique for heart rate monitoring from
photoplethysmography (PPG) signal.MISPT is applied on the PPG signal after removing the motion artifact using an adaptive noise cancellation filter. MISPT yields several estimates of the heart rate trajectory from the spectrogram of the denoised PPG signal which are finally combined using a novel measure called
trajectory strength. Multiple initializations help in correcting

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Authors:
Pavan, Pradyumna, Vijitha, Prasanta Ghosh
Submitted On:
20 March 2016 - 6:40am
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[1] Pavan, Pradyumna, Vijitha, Prasanta Ghosh, "MISPT - Heart Rate Monitoring from PPG", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/866. Accessed: Jul. 22, 2019.
@article{866-16,
url = {http://sigport.org/866},
author = {Pavan; Pradyumna; Vijitha; Prasanta Ghosh },
publisher = {IEEE SigPort},
title = {MISPT - Heart Rate Monitoring from PPG},
year = {2016} }
TY - EJOUR
T1 - MISPT - Heart Rate Monitoring from PPG
AU - Pavan; Pradyumna; Vijitha; Prasanta Ghosh
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/866
ER -
Pavan, Pradyumna, Vijitha, Prasanta Ghosh. (2016). MISPT - Heart Rate Monitoring from PPG. IEEE SigPort. http://sigport.org/866
Pavan, Pradyumna, Vijitha, Prasanta Ghosh, 2016. MISPT - Heart Rate Monitoring from PPG. Available at: http://sigport.org/866.
Pavan, Pradyumna, Vijitha, Prasanta Ghosh. (2016). "MISPT - Heart Rate Monitoring from PPG." Web.
1. Pavan, Pradyumna, Vijitha, Prasanta Ghosh. MISPT - Heart Rate Monitoring from PPG [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/866

AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING

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Authors:
Kai XU, Yixing Li, Fengbo Ren
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19 March 2016 - 9:10pm
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[1] Kai XU, Yixing Li, Fengbo Ren, "AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING ", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/846. Accessed: Jul. 22, 2019.
@article{846-16,
url = {http://sigport.org/846},
author = {Kai XU; Yixing Li; Fengbo Ren },
publisher = {IEEE SigPort},
title = {AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING },
year = {2016} }
TY - EJOUR
T1 - AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING
AU - Kai XU; Yixing Li; Fengbo Ren
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/846
ER -
Kai XU, Yixing Li, Fengbo Ren. (2016). AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING . IEEE SigPort. http://sigport.org/846
Kai XU, Yixing Li, Fengbo Ren, 2016. AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING . Available at: http://sigport.org/846.
Kai XU, Yixing Li, Fengbo Ren. (2016). "AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING ." Web.
1. Kai XU, Yixing Li, Fengbo Ren. AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/846

AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING

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Authors:
Kai XU, Yixing Li, Fengbo Ren
Submitted On:
19 March 2016 - 9:10pm
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[1] Kai XU, Yixing Li, Fengbo Ren, "AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING ", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/845. Accessed: Jul. 22, 2019.
@article{845-16,
url = {http://sigport.org/845},
author = {Kai XU; Yixing Li; Fengbo Ren },
publisher = {IEEE SigPort},
title = {AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING },
year = {2016} }
TY - EJOUR
T1 - AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING
AU - Kai XU; Yixing Li; Fengbo Ren
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/845
ER -
Kai XU, Yixing Li, Fengbo Ren. (2016). AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING . IEEE SigPort. http://sigport.org/845
Kai XU, Yixing Li, Fengbo Ren, 2016. AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING . Available at: http://sigport.org/845.
Kai XU, Yixing Li, Fengbo Ren. (2016). "AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING ." Web.
1. Kai XU, Yixing Li, Fengbo Ren. AN ENERGY-EFFICIENT COMPRESSIVE SENSING FRAMEWORK INCORPORATING ONLINE DICTIONARY LEARNING FOR LONG-TERM WIRELESS HEALTH MONITORING [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/845

A New Approach for Heart Rate Monitoring using Photoplethysmography Signals Contaminated by MotionArtifacts


We considered the problem of accurately estimating the heart rate (HR) using photoplethysmography (PPG) signals that are contaminated by motion artifacts (MA). A novel HR estimation approach based on GRidless spectral Estimation and SVM-based peak Selection, denoted by GRESS, was proposed. It first obtained the sparse spectrum of PPG using a continuous dictionary, then a simple spectral subtraction step was adopted to remove MA, finally an SVM-based method was developed to select the spectral peak corresponding to HR.

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Authors:
Zhilin Zhang
Submitted On:
19 March 2016 - 8:30am
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[1] Zhilin Zhang, "A New Approach for Heart Rate Monitoring using Photoplethysmography Signals Contaminated by MotionArtifacts", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/805. Accessed: Jul. 22, 2019.
@article{805-16,
url = {http://sigport.org/805},
author = {Zhilin Zhang },
publisher = {IEEE SigPort},
title = {A New Approach for Heart Rate Monitoring using Photoplethysmography Signals Contaminated by MotionArtifacts},
year = {2016} }
TY - EJOUR
T1 - A New Approach for Heart Rate Monitoring using Photoplethysmography Signals Contaminated by MotionArtifacts
AU - Zhilin Zhang
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/805
ER -
Zhilin Zhang. (2016). A New Approach for Heart Rate Monitoring using Photoplethysmography Signals Contaminated by MotionArtifacts. IEEE SigPort. http://sigport.org/805
Zhilin Zhang, 2016. A New Approach for Heart Rate Monitoring using Photoplethysmography Signals Contaminated by MotionArtifacts. Available at: http://sigport.org/805.
Zhilin Zhang. (2016). "A New Approach for Heart Rate Monitoring using Photoplethysmography Signals Contaminated by MotionArtifacts." Web.
1. Zhilin Zhang. A New Approach for Heart Rate Monitoring using Photoplethysmography Signals Contaminated by MotionArtifacts [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/805

QUANTIFICATION OF BALANCE IN SINGLE LIMB STANCE USING KINECT


Poster for the work titled - "QUANTIFICATION OF BALANCE IN SINGLE LIMB STANCE USING KINECT".

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Authors:
Kingshuk Chakravarty, Suraj Suman, Brojeshwar Bhowmick, Aniruddha Sinha, Abhijit Das
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19 March 2016 - 7:51am
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[1] Kingshuk Chakravarty, Suraj Suman, Brojeshwar Bhowmick, Aniruddha Sinha, Abhijit Das, "QUANTIFICATION OF BALANCE IN SINGLE LIMB STANCE USING KINECT", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/803. Accessed: Jul. 22, 2019.
@article{803-16,
url = {http://sigport.org/803},
author = {Kingshuk Chakravarty; Suraj Suman; Brojeshwar Bhowmick; Aniruddha Sinha; Abhijit Das },
publisher = {IEEE SigPort},
title = {QUANTIFICATION OF BALANCE IN SINGLE LIMB STANCE USING KINECT},
year = {2016} }
TY - EJOUR
T1 - QUANTIFICATION OF BALANCE IN SINGLE LIMB STANCE USING KINECT
AU - Kingshuk Chakravarty; Suraj Suman; Brojeshwar Bhowmick; Aniruddha Sinha; Abhijit Das
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/803
ER -
Kingshuk Chakravarty, Suraj Suman, Brojeshwar Bhowmick, Aniruddha Sinha, Abhijit Das. (2016). QUANTIFICATION OF BALANCE IN SINGLE LIMB STANCE USING KINECT. IEEE SigPort. http://sigport.org/803
Kingshuk Chakravarty, Suraj Suman, Brojeshwar Bhowmick, Aniruddha Sinha, Abhijit Das, 2016. QUANTIFICATION OF BALANCE IN SINGLE LIMB STANCE USING KINECT. Available at: http://sigport.org/803.
Kingshuk Chakravarty, Suraj Suman, Brojeshwar Bhowmick, Aniruddha Sinha, Abhijit Das. (2016). "QUANTIFICATION OF BALANCE IN SINGLE LIMB STANCE USING KINECT." Web.
1. Kingshuk Chakravarty, Suraj Suman, Brojeshwar Bhowmick, Aniruddha Sinha, Abhijit Das. QUANTIFICATION OF BALANCE IN SINGLE LIMB STANCE USING KINECT [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/803

Analysis of p-norm Regularized Subproblem Minimization for Sparse Photon-Limited Image Recovery


Critical to accurate reconstruction of sparse signals from low-dimensional low-photon count observations is the solution of nonlinear optimization problems that promote sparse solutions. In this work, we explore recovering high-resolution sparse signals from low-resolution measurements corrupted by Poisson noise using a gradient-based optimization approach with non-convex regularization. In particular, we analyze zero-finding methods for solving the p-norm regularized minimization subproblems arising from a sequential quadratic approach.

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Authors:
Aramayis Orkusyan, Lasith Adhikari, Joanna Valenzuela, Roummel F. Marcia
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16 March 2016 - 2:44pm
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[1] Aramayis Orkusyan, Lasith Adhikari, Joanna Valenzuela, Roummel F. Marcia, "Analysis of p-norm Regularized Subproblem Minimization for Sparse Photon-Limited Image Recovery", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/724. Accessed: Jul. 22, 2019.
@article{724-16,
url = {http://sigport.org/724},
author = {Aramayis Orkusyan; Lasith Adhikari; Joanna Valenzuela; Roummel F. Marcia },
publisher = {IEEE SigPort},
title = {Analysis of p-norm Regularized Subproblem Minimization for Sparse Photon-Limited Image Recovery},
year = {2016} }
TY - EJOUR
T1 - Analysis of p-norm Regularized Subproblem Minimization for Sparse Photon-Limited Image Recovery
AU - Aramayis Orkusyan; Lasith Adhikari; Joanna Valenzuela; Roummel F. Marcia
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/724
ER -
Aramayis Orkusyan, Lasith Adhikari, Joanna Valenzuela, Roummel F. Marcia. (2016). Analysis of p-norm Regularized Subproblem Minimization for Sparse Photon-Limited Image Recovery. IEEE SigPort. http://sigport.org/724
Aramayis Orkusyan, Lasith Adhikari, Joanna Valenzuela, Roummel F. Marcia, 2016. Analysis of p-norm Regularized Subproblem Minimization for Sparse Photon-Limited Image Recovery. Available at: http://sigport.org/724.
Aramayis Orkusyan, Lasith Adhikari, Joanna Valenzuela, Roummel F. Marcia. (2016). "Analysis of p-norm Regularized Subproblem Minimization for Sparse Photon-Limited Image Recovery." Web.
1. Aramayis Orkusyan, Lasith Adhikari, Joanna Valenzuela, Roummel F. Marcia. Analysis of p-norm Regularized Subproblem Minimization for Sparse Photon-Limited Image Recovery [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/724

An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning For Long-Term Wireless Health Monitoring

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Authors:
Kai XU, Yixing Li, Fengbo Ren
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19 March 2016 - 9:03pm
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[1] Kai XU, Yixing Li, Fengbo Ren, "An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning For Long-Term Wireless Health Monitoring ", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/703. Accessed: Jul. 22, 2019.
@article{703-16,
url = {http://sigport.org/703},
author = {Kai XU; Yixing Li; Fengbo Ren },
publisher = {IEEE SigPort},
title = {An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning For Long-Term Wireless Health Monitoring },
year = {2016} }
TY - EJOUR
T1 - An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning For Long-Term Wireless Health Monitoring
AU - Kai XU; Yixing Li; Fengbo Ren
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/703
ER -
Kai XU, Yixing Li, Fengbo Ren. (2016). An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning For Long-Term Wireless Health Monitoring . IEEE SigPort. http://sigport.org/703
Kai XU, Yixing Li, Fengbo Ren, 2016. An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning For Long-Term Wireless Health Monitoring . Available at: http://sigport.org/703.
Kai XU, Yixing Li, Fengbo Ren. (2016). "An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning For Long-Term Wireless Health Monitoring ." Web.
1. Kai XU, Yixing Li, Fengbo Ren. An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning For Long-Term Wireless Health Monitoring [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/703

FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG

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Authors:
Elham Bagheri, Jing Jin, Justin Dauwels, Sydney Cash, M.BrandonWestover
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13 March 2016 - 12:18pm
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[1] Elham Bagheri, Jing Jin, Justin Dauwels, Sydney Cash, M.BrandonWestover, "FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/655. Accessed: Jul. 22, 2019.
@article{655-16,
url = {http://sigport.org/655},
author = {Elham Bagheri; Jing Jin; Justin Dauwels; Sydney Cash; M.BrandonWestover },
publisher = {IEEE SigPort},
title = {FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG},
year = {2016} }
TY - EJOUR
T1 - FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG
AU - Elham Bagheri; Jing Jin; Justin Dauwels; Sydney Cash; M.BrandonWestover
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/655
ER -
Elham Bagheri, Jing Jin, Justin Dauwels, Sydney Cash, M.BrandonWestover. (2016). FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG. IEEE SigPort. http://sigport.org/655
Elham Bagheri, Jing Jin, Justin Dauwels, Sydney Cash, M.BrandonWestover, 2016. FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG. Available at: http://sigport.org/655.
Elham Bagheri, Jing Jin, Justin Dauwels, Sydney Cash, M.BrandonWestover. (2016). "FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG." Web.
1. Elham Bagheri, Jing Jin, Justin Dauwels, Sydney Cash, M.BrandonWestover. FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/655

EPILEPTIFORM SPIKE TEMPLATE SELECTION USING DYNAMIC TIME WARPING AND AFFINITY PROPAGATION

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Authors:
John Thomas, Jing Jin, Justin Dauwels, Sydney S. Cash, M. Brandon Westover
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13 March 2016 - 12:15pm
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[1] John Thomas, Jing Jin, Justin Dauwels, Sydney S. Cash, M. Brandon Westover, "EPILEPTIFORM SPIKE TEMPLATE SELECTION USING DYNAMIC TIME WARPING AND AFFINITY PROPAGATION", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/654. Accessed: Jul. 22, 2019.
@article{654-16,
url = {http://sigport.org/654},
author = {John Thomas; Jing Jin; Justin Dauwels; Sydney S. Cash; M. Brandon Westover },
publisher = {IEEE SigPort},
title = {EPILEPTIFORM SPIKE TEMPLATE SELECTION USING DYNAMIC TIME WARPING AND AFFINITY PROPAGATION},
year = {2016} }
TY - EJOUR
T1 - EPILEPTIFORM SPIKE TEMPLATE SELECTION USING DYNAMIC TIME WARPING AND AFFINITY PROPAGATION
AU - John Thomas; Jing Jin; Justin Dauwels; Sydney S. Cash; M. Brandon Westover
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/654
ER -
John Thomas, Jing Jin, Justin Dauwels, Sydney S. Cash, M. Brandon Westover. (2016). EPILEPTIFORM SPIKE TEMPLATE SELECTION USING DYNAMIC TIME WARPING AND AFFINITY PROPAGATION. IEEE SigPort. http://sigport.org/654
John Thomas, Jing Jin, Justin Dauwels, Sydney S. Cash, M. Brandon Westover, 2016. EPILEPTIFORM SPIKE TEMPLATE SELECTION USING DYNAMIC TIME WARPING AND AFFINITY PROPAGATION. Available at: http://sigport.org/654.
John Thomas, Jing Jin, Justin Dauwels, Sydney S. Cash, M. Brandon Westover. (2016). "EPILEPTIFORM SPIKE TEMPLATE SELECTION USING DYNAMIC TIME WARPING AND AFFINITY PROPAGATION." Web.
1. John Thomas, Jing Jin, Justin Dauwels, Sydney S. Cash, M. Brandon Westover. EPILEPTIFORM SPIKE TEMPLATE SELECTION USING DYNAMIC TIME WARPING AND AFFINITY PROPAGATION [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/654

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