Developer of innovative solutions to challenging signal
processing problems with experience across a wide range of fields
including: system modeling with an emphasis on the application of
adaptive filters; inverse problems; low-latency embedded signal
processing systems; and computationally efficient algorithm
implementations for biomedical applications.
Software
SIE-PCM : Subspace Identification Extension to the Phase Correlation Method of Image Registration
Browse the demo code
papers:
"A subspace identification extension to the phase correlation method,"
W. S. Hoge. IEEE Trans. Medical Imaging, 22(2):277-280, Feb. 2003.
http://dx.doi.org/10.1109/TMI.2002.808359
"Identification of translational displacements between N-dimensional data sets using high order SVD and phase correlation," W. S. Hoge, C-F Westin. IEEE Trans. Image Processing, 14(7):884-889, Jul. 2005.
http://dx.doi.org/10.1109/TIP.2005.849327
"Dual-Polarity GRAPPA for simultaneous reconstruction and ghost correction of EPI data."
W. S. Hoge, K. Setsompop, J. R. Polimeni. Magn Reson Med. 76(1):32-44, Jul 2016. http://dx.doi.org/10.1002/mrm.25839
"Dual-Polarity slice-GRAPPA for concurrent ghost correction and slice separation in Simultaneous Multi-Slice EPI,"
W. S. Hoge, J. R. Polimeni. Magn Reson Med, 80(4):1364-1375, Oct 2018. https://dx.doi.org/10.1109/TMI.2018.2822053