Solving inverse problems with piecewise linear estimators: From Gaussian mixture models to structured sparsity
A general framework for solving image inverse problems with piecewise linear estimations is
introduced in this paper. The approach is based on Gaussian mixture models, which are …
introduced in this paper. The approach is based on Gaussian mixture models, which are …
Nonrigid registration of dynamic medical imaging data using nD+ t B-splines and a groupwise optimization approach
A registration method for motion estimation in dynamic medical imaging data is proposed.
Registration is performed directly on the dynamic image, thus avoiding a bias towards a …
Registration is performed directly on the dynamic image, thus avoiding a bias towards a …
Spatiotemporal motion estimation for respiratory‐correlated imaging of the lungs
Purpose: Four‐dimensional computed tomography (4D CT) can provide patient‐specific
motion information for radiotherapy planning and delivery. Motion estimation in 4D CT is …
motion information for radiotherapy planning and delivery. Motion estimation in 4D CT is …
Linear methods for image interpolation
P Getreuer - Image Processing On Line, 2011 - ipol.im
Linear Methods for Image Interpolation Page 1 Published in Image Processing On Line on
2011–09–27. Submitted on 2011–00–00, accepted on 2011–00–00. ISSN 2105–1232 c 2011 …
2011–09–27. Submitted on 2011–00–00, accepted on 2011–00–00. ISSN 2105–1232 c 2011 …
B-spline explicit active surfaces: an efficient framework for real-time 3-D region-based segmentation
A new formulation of active contours based on explicit functions has been recently
suggested. This novel framework allows real-time 3-D segmentation since it reduces the …
suggested. This novel framework allows real-time 3-D segmentation since it reduces the …
Multichannel sampling of pulse streams at the rate of innovation
K Gedalyahu, R Tur, YC Eldar - IEEE Transactions on Signal …, 2011 - ieeexplore.ieee.org
We consider minimal-rate sampling schemes for infinite streams of delayed and weighted
versions of a known pulse shape. The minimal sampling rate for these parametric signals is …
versions of a known pulse shape. The minimal sampling rate for these parametric signals is …
Accuracy enhancement of digital image correlation with B-spline interpolation
The interpolation algorithm plays an essential role in the digital image correlation (DIC)
technique for shape, deformation, and motion measurements with subpixel accuracies. At …
technique for shape, deformation, and motion measurements with subpixel accuracies. At …
Group-lasso on splines for spectrum cartography
JA Bazerque, G Mateos… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
The unceasing demand for continuous situational awareness calls for innovative and large-
scale signal processing algorithms, complemented by collaborative and adaptive sensing …
scale signal processing algorithms, complemented by collaborative and adaptive sensing …
Semi-automatic construction of reference standards for evaluation of image registration
Quantitative evaluation of image registration algorithms is a difficult and under-addressed
issue due to the lack of a reference standard in most registration problems. In this work a …
issue due to the lack of a reference standard in most registration problems. In this work a …
Bits from photons: Oversampled image acquisition using binary poisson statistics
We study a new image sensor that is reminiscent of a traditional photographic film. Each
pixel in the sensor has a binary response, giving only a 1-bit quantized measurement of the …
pixel in the sensor has a binary response, giving only a 1-bit quantized measurement of the …