S. Derin Babacan

Martin Luessi

IEEE Trans. Signal Process., 2012

Compressive Light Field Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Sparse Additive Matrix Factorization for Robust PCA and Its Generalization.

[BibT_eX]

[DOI]

Masashi Sugiyama

Proceedings of the 4th Asian Conference on Machine Learning, 2012

Perfect Dimensionality Recovery by Variational Bayesian PCA.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Probabilistic Low-Rank Subspace Clustering.

[BibT_eX]

[DOI]

Minh N. Do

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Denoising diffusion-weighted MR magnitude image sequences using low rank and edge constraints.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Accelerating cardiovascular imaging by exploiting regional low-rank structure via group sparsity.

[BibT_eX]

[DOI]

Anthony G. Christodoulou

Zhi-Pei Liang

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Interventional MRI with sparse sampling using union-of-subspaces.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Upsampling and denoising of depth maps via joint-segmentation.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

Bayesian Blind Deconvolution with General Sparse Image Priors.

[BibT_eX]

[DOI]

Minh N. Do

Proceedings of the Computer Vision - ECCV 2012, 2012

Registration and integration of multiple depth images using signed distance function.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging X, 2012

2011

Variational Bayesian Super Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Bayesian symmetrical EEG/fMRI fusion with spatially adaptive priors.

[BibT_eX]

[DOI]

NeuroImage, 2011

Global Solution of Fully-Observed Variational Bayesian Matrix Factorization is Column-Wise Independent.

[BibT_eX]

[DOI]

Masashi Sugiyama

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Reference-driven MR image reconstruction with sparsity and support constraints.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Retrieval of video clips with missing frames using sparse Bayesian reconstruction.

[BibT_eX]

[DOI]

Pablo Ruiz

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

On Bayesian PCA: Automatic Dimensionality Selection and Analytic Solution.

[BibT_eX]

[DOI]

Masashi Sugiyama

Proceedings of the 28th International Conference on Machine Learning, 2011

Video retrieval using sparse Bayesian reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Compressive passive millimeter-wave imaging.

[BibT_eX]

[DOI]

Martin Luessi

Leonidas Spinoulas

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Low-rank matrix completion by variational sparse Bayesian learning.

[BibT_eX]

[DOI]

Martin Luessi

Proceedings of the IEEE International Conference on Acoustics, 2011

Space-variant kernel deconvolution for dual exposure problem.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

Reference-guided sparsifying transform design for compressive sensing MRI.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Bayesian Blind Deconvolution From Differently Exposed Image Pairs.

[BibT_eX]

[DOI]

Jingnan Wang

IEEE Trans. Image Process., 2010

Bayesian Compressive Sensing Using Laplace Priors.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Using the Kullback-Leibler divergence to combine image priors in Super-Resolution image reconstruction.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Sparse Bayesian image restoration.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Symmetrical EEG/FMRI fusion with spatially adaptive priors using variational distribution approximation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Fast total variation image restoration with parameter estimation using bayesian inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Combining observation models in dual exposure problems using the Kullback-Leibler divergence.

[BibT_eX]

[DOI]

Proceedings of the 18th European Signal Processing Conference, 2010

Sparse Bayesian blind image deconvolution with parameter estimation.

[BibT_eX]

[DOI]

Bruno Amizic

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Variational Bayesian Blind Deconvolution Using a Total Variation Prior.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2009

Image restoration by mixture modelling of an overcomplete linear representation.

[BibT_eX]

[DOI]

Luis Mancera

Proceedings of the International Conference on Image Processing, 2009

Maximum a posteriori super-resolution of compressed video using a new multichannel image prior.

[BibT_eX]

[DOI]

Stefanos P. Belekos

Nikolas P. Galatsanos

Proceedings of the International Conference on Image Processing, 2009

Compressive sensing of light fields.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Fast bayesian compressive sensing using Laplace priors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Non-convex priors in Bayesian compressed sensing.

[BibT_eX]

[DOI]

Luis Mancera

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Parameter Estimation in TV Image Restoration Using Variational Distribution Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2008

Combination of MR surface coil images using weighted constrained least squares.

[BibT_eX]

[DOI]

Xiaoming Yin

Andrew C. Larson

Proceedings of the International Conference on Image Processing, 2008

Total variation super resolution using a variational approach.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Generalized Gaussian Markov random field image restoration using variational distribution approximation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Parameter estimation in total variation blind deconvolution.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Lossless Hyperspectral-Image Compression Using Context-Based Conditional Average.

[BibT_eX]

[DOI]

Hongqiang Wang

Khalid Sayood

IEEE Trans. Geosci. Remote. Sens., 2007

Total Variation Image Restoration and Parameter Estimation using Variational Posterior Distribution Approximation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

Spatiotemporal Algorithm for Background Subtraction.

[BibT_eX]

[DOI]

Thrasyvoulos N. Pappas

Proceedings of the IEEE International Conference on Acoustics, 2007

Total variation blind deconvolution using a variational approach to parameter, image, and blur estimation.

[BibT_eX]

[DOI]

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Spatiotemporal algorithm for joint video segmentation and foreground detection.

[BibT_eX]

[DOI]

Thrasyvoulos N. Pappas

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Lossless Hyperspectral Image Compression Using Context-Based Conditional Averages.

[BibT_eX]

[DOI]

Hongqiang Wang

Khalid Sayood

Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005

2004

Predictive Image Compression Using Conditional Average.

[BibT_eX]

[DOI]