<p><b>(a)</b>: shows reference image reconstructed from fully sampled Fourier encoded data; <b>(b)-(d)</b>: show images reconstructed using Fourier encoding for acceleration factor of 2.6, 4 and 8 respectively; <b>(e)-(g)</b>: show the difference images using Fourier encoding for acceleration factor of 2.6, 4 and 8 respectively; <b>(h)</b>: shows reference image reconstructed from fully sampled Noiselet encoded data; <b>(i)-(k)</b>: show images reconstructed using noiselet encoding for acceleration factor of 2.6, 4 and 8 respectively; <b>(l)-(n)</b>: show the difference images using noiselet encoding for acceleration factor of 2.6, 4 and 8 respectively. It can be seen from the difference images that noiselet encoding outperforms Fourier enc...
<p>Reconstructed sagittal brain images obtained with the standard single-band pulse sequence on the ...
<p>In vivo brain images acquired using the MP-RAGE sequence with different effective inversion recov...
© 2013 Dr. Kelvin LaytonOver the last 30 years, magnetic resonance imaging (MRI) has revolutionised ...
<p><b>RF</b>: shows reference image reconstructed from fully sampled Fourier encoded data; <b>RN</b>...
<p><b>(a)-(c)</b>: show images reconstructed with Fourier encoding for acceleration factors of 4, 8,...
<p><b>(a)-(b)</b>: show images reconstructed with Fourier encoding for acceleration factors of 4 and...
<p>The noiselet encoded data was acquired using the pulse sequence described in section III C, and F...
<p>The mean relative error and standard deviation (vertical bar) versus the acceleration factor in M...
<p><b>Ref</b>: represents the reference image 256 × 256 (up/down: phase encodes, left/right: frequen...
<p>(A) Original image; (B) TV-FISTA result; (C) HDTV2-MM result; (D) HDTV2-FBS result; (E) the zoome...
<p><b>(a), (b) and (c)</b>: are the plots of the mean relative error as a function of the signal to ...
The incoherence between measurement and sparsifying transform matrices and the restricted isometry p...
The incoherence between measurement and sparsifying transform matrices and the restricted isometry p...
The incoherence between measurement and sparsifying transform matrices and the restricted isometry p...
<p><b>(a)</b>: Brain image of size 256 × 256; <b>(b)</b>: 3D magnitude map of the noiselet transform...
<p>Reconstructed sagittal brain images obtained with the standard single-band pulse sequence on the ...
<p>In vivo brain images acquired using the MP-RAGE sequence with different effective inversion recov...
© 2013 Dr. Kelvin LaytonOver the last 30 years, magnetic resonance imaging (MRI) has revolutionised ...
<p><b>RF</b>: shows reference image reconstructed from fully sampled Fourier encoded data; <b>RN</b>...
<p><b>(a)-(c)</b>: show images reconstructed with Fourier encoding for acceleration factors of 4, 8,...
<p><b>(a)-(b)</b>: show images reconstructed with Fourier encoding for acceleration factors of 4 and...
<p>The noiselet encoded data was acquired using the pulse sequence described in section III C, and F...
<p>The mean relative error and standard deviation (vertical bar) versus the acceleration factor in M...
<p><b>Ref</b>: represents the reference image 256 × 256 (up/down: phase encodes, left/right: frequen...
<p>(A) Original image; (B) TV-FISTA result; (C) HDTV2-MM result; (D) HDTV2-FBS result; (E) the zoome...
<p><b>(a), (b) and (c)</b>: are the plots of the mean relative error as a function of the signal to ...
The incoherence between measurement and sparsifying transform matrices and the restricted isometry p...
The incoherence between measurement and sparsifying transform matrices and the restricted isometry p...
The incoherence between measurement and sparsifying transform matrices and the restricted isometry p...
<p><b>(a)</b>: Brain image of size 256 × 256; <b>(b)</b>: 3D magnitude map of the noiselet transform...
<p>Reconstructed sagittal brain images obtained with the standard single-band pulse sequence on the ...
<p>In vivo brain images acquired using the MP-RAGE sequence with different effective inversion recov...
© 2013 Dr. Kelvin LaytonOver the last 30 years, magnetic resonance imaging (MRI) has revolutionised ...