/GMPHD_whistle_contour_tracking

This package uses Gaussian mixture probability hypothesis density filter to track narrowband frequency modulated signals

Primary LanguageMATLAB

GM-PHD WHISTLE DETECTOR

A Matlab set of functions and scripts for multi-target tracking of narrowband frequency modulated sounds- whistles.

https://github.com/PinaGruden/GMPHD_whistle_contour_tracking

Copyright (c) 2016, Pina Gruden

The package provides a tool for multi-target tracking and extraction of dolphin whistle contours. The tracker is based on the Gaussian Mixture Probability Hypothesis Density Filter (GM-PHD) [Vo and Ma, 2006; Gruden and White, 2016].

Author:

Pina Gruden - pina.gruden@gmail.com

Technical references:

Vo, B.-N. and Ma, W.-K. (2006). The Gaussian mixture probability hypothesis density filter. IEEE Transactions on Signal Processing, 54(11):4091-4104.

Gruden, P. and White., P. R. (2016). Automated tracking of dolphin whistles using Gaussian mixture probability hypothesis density filters. Journal of the Acoustical Society of America, 140(3):1981-1991.