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Background --
I received
the B.S. degree in electronics from Kinki University, Japan, in 2001,
and the M.S. and Ph.D. degree in electrical engineering from the University
of California, Santa Cruz (UCSC), in 2006 and 2010, respectively. I
am currently working as a postdoctoral research fellow in Digital Image
Processing Lab, Department of Radiology at the University of Michigan.
My research interests are in image processing (motion estimation, interpolation,
registration, and super-resolution), inverse problems, and medical imaging
(magntic resonance imaging, echo-planar imaging, multi-modal registration).
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Publications --
Journal
Paper:
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- Takeda, H., S.
farsiu, and P. Milanfar, "Deblurring
Using Regularized Locally-Adaptive Kernel Regression",
IEEE Transactions on Image Processing, Vol. 17, No. 4, pp. 550-563,
April 2008.
- Protter, M., M.
Elad, H. Takeda, and P. Milanfar, "Generalizing
the Non-Local-Means to Super-Resolution Reconstruction",
IEEE Transactions on Image Processing, Vol. 16, No. 2, pp. 36-51, January
2009.
- Takeda, H., P.
Milanfar, M. Protter, and M. Elad, "Superresolution
without Explicit Subpixel Motion Estimation", IEEE
Transactions on Image Processing, Vol. 18, No. 9, September 2009.
- H. Takeda and P.
Milanfar, "Removing
Motion Blur with Space-Time Processing", IEEE Trans.
on Image Processing vol. 20, no. 10, October 2011
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Takeda,
H., and P. Milanfar, "Nonlinear
Kernel Backprojection for Computed Tomography",
To appear in IEEE International Conference on Acoustics, Speech, and
Signal Processing (ICASSP), Dallas, TX, March, 2010.
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Takeda, H., and P.
Milanfar, "An
Adaptive Nonparametric Approach to Restoration and Interpolation for
Medical Imaging", Proceedings of IEEE International
Symposium on Biomedical Imaging (ISBI): From Nano to Macro, Boston,
MA, June, 2009.
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- Seo, HaeJong.,,
P. Chatterjee, H. Takeda, and P. Milanfar, "A
Comparison of Some State of the Art Image Denoising Methods",
Proceedings of the 41st Asilomar Conference on Signals, Systems, and
Computers, 2007
- Takeda, H., S.
Farsiu, and P. Milanfar, "Higher
Order Bilateral Filters and Their Properties", Proceedings
of the SPIE Conf. on Computational Imaging, San Jose, January 2007."
- Takeda, H., S.
Farsiu, and P. Milanfar, "Regularized
Kernel Regression for Image Deblurring", Proceedings
of the 40th Asilomar Conference on Signals, Systems, and Computers,
Pacific Grove, CA, November 2006.
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- Takeda, H., S.
Farsiu, and P. Milanfar, "Image
Denoising by Adaptive Kernel Regression", Proceedings
of the 39th Asilomar Conference on Signals, Systems, and Computers,
Pacific Grove, CA, November 2005.
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- H. Takeda and P.
Milanfar,"Locally
Adaptive Kernel Regression for Space-Time Super-Resolution",
To appear as a Chapter in Super-resolution
Imaging Edited by P. Milanfar, Available September 27,
2010.
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