Recent multiscale AM-FM methods in emerging applications in medical imaging

Murray, Victor; Pattichis, Marios S.; Barriga, Eduardo Simon; Soliz, Peter

doi:10.1186/1687-6180-2012-23

EURASIP Journal on Advances in Signal Processing

Table 3 Select list of AM-FM applications in Biomedical Imaging

From: Recent multiscale AM-FM methods in emerging applications in medical imaging

Author	Filterbank	AM-FM Demodulation Method	Medical Application
Fleet and Jepson 1990 [11]	3D Gabor filterbank	See section 3.1.	Motivated applications of motion estimation based on phase-based methods. See HARP method in [74].
Pattichis et al. 2000 [7]	Gabor filterbank	QEA	Electron microscopy image segmentation
Maragos et al. 2002 [78]	1D Gabor filterbank	ESA	Doppler ultrasound spectroscopy resolution
Elshinawy et al. 2004 [75, 76]	Gabor filterbank	QEA and continuous-space demodulation	Demonstrated AM-FM reconstructions of breast cancer images
Boudraa et al. 2006 [77]		Cross Ψ_Benergy operator	Nuclear cardiac sequences for one normal and four abnormal cases
Alexandratou et al. 2006 [79]	Gabor filterbank	Vector-valued ESA for color images	Ploidy image analysis (cancer).
Murray et al. 2007 [13]	Dyadic 3D filterbank (optimal design)	QEA + new AM and FM motion estimation	Motion Estimation for Atheroscle-rotic Plaque videos compared against other Phased-based method
Murray et al. 2008 [8], Agurto et al. 2008 [85] and Barriga et al. [86]	Dyadic 2D filterbank	New VS-LLP method	Retinal image analysis.
Pitris et al. 2009 [111–113]	Gabor	QEA	Optical coherence tomography.
Rodriguez et al. 2002-2006 [114–116]	Dyadic 2D filterbank	QEA implementation using SIMD	Cardiac applications including Wireless Transmission.
Gill et al. 2005 [117]		1D monocomponent AM-FM	Detection and identification of heart sounds.
Ramachandran et al. 2001 [102, 109], Pattichis et al. 2002 [103] and Murray etal. 2009 [67, 68]	Polynomial 2D filterbank [102, 103, 109] and Dyadic 2D fil-terbank (optimal design) [67, 68]	Hilbert-based AM-FM	Analysis of pneumoconiosis X-Ray images.
Nguyen et al. 2008 [91]	1D filters and Kalman filters	1D Hilbert based AM-FM	Analysis of Electroencephalography.
Christodoulou et al. 2009 [80, 81] and Loizou et al. 2009 [82]	Dyadic 2D filterbank	New VS-LLP method	Segmentation and classification in the carotid artery.
Belaid et al. [97]	Quadrature filters [49]	Monogenic Signal.	Segmentation of ultrasound images.

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