Local Gaussian Cross-Spectrum Analysis

Anthropometric Analysis of Face using Local Gaussian Distribution Fitting Applicable for Facial Surgery

Human facial plays a very important role in the human’s appearance. Many defects in the face affect the facial appearance, significantly. Facial plastic surgeries can correct the defects on the face. Analysis of facial color images is very important due to its numerous applications in facial surgeries. Different types of facial surgeries, such as Rhinoplasty, Otoplasty, Belpharoplasty and chin ...

Gaussian Process Kernels for Cross-Spectrum Analysis in Electrophysiological Time Series

Gaussian Process Kernels for Cross-Spectrum Analysis in Electrophysiological Time Series by Kyle Ulrich Department of Electrical and Computer Engineering Duke University Date: Approved: Lawrence Carin, Supervisor

Adaptive Signal Detection in Auto-Regressive Interference with Gaussian Spectrum

A detector for the case of a radar target with known Doppler and unknown complex amplitude in complex Gaussian noise with unknown parameters has been derived. The detector assumes that the noise is an Auto-Regressive (AR) process with Gaussian autocorrelation function which is a suitable model for ground clutter in most scenarios involving airborne radars. The detector estimates the unknown...

Expected Number of Local Maxima of Some Gaussian Random Polnomials

GP Kernels for Cross-Spectrum Analysis

Multi-output Gaussian processes provide a convenient framework for multi-task problems. An illustrative and motivating example of a multi-task problem is multi-region electrophysiological time-series data, where experimentalists are interested in both power and phase coherence between channels. Recently, Wilson and Adams (2013) proposed the spectral mixture (SM) kernel to model the spectral den...