Publications

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Book Chapter
Martin-Fernandez, M., C-F. Westin, and C. Alberola-Lopez, "3D Bayesian regularization of diffusion tensor MRI using multivariate Gaussian Markov random fields", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2004: Springer Berlin Heidelberg, pp. 351–359, 2004.
Tristán-Vega, A., C-F. Westin, and S. Aja-Fernández, "Bias of least squares approaches for diffusion tensor estimation from array coils in DT–MRI", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2009: Springer Berlin Heidelberg, pp. 919–926, 2009.
Tristán-Vega, A., S. Aja-Fernández, and C-F. Westin, "On the Blurring of the Funk–Radon Transform in Q–Ball Imaging", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2009: Springer Berlin Heidelberg, pp. 415–422, 2009.
de Luis-Garcia, R., C. Alberola-Lopez, and C-F. Westin, "On the choice of a tensor distance for DTI white matter segmentation", New Developments in the Visualization and Processing of Tensor Fields: Springer Berlin Heidelberg, pp. 283–306, 2012.
San Jose-Estepar, R., M. Martin-Fernandez, C. Alberola-Lopez, J. Ellsmere, R. Kikinis, and C-F. Westin, "Freehand Ultrasound Reconstruction Based on ROI Prior Modeling and Normalized Convolution", Lecture Notes in Computer Science, vol. 2879: Berlin: Springer-Verlag, 1973-, pp. 382–390, 2003.
San Jose-Estepar, R., M. Martin-Fernandez, C. Alberola-Lopez, J. Ellsmere, R. Kikinis, and C-F. Westin, "Freehand Ultrasound Reconstruction Based on ROI Prior Modeling and Normalized Convolution", Lecture Notes in Computer Science, vol. 2879: Berlin: Springer-Verlag, 1973-, pp. 382–390, 2003.
Ruiz-Alzola, J., E. Suarez, C. Alberola-Lopez, S. K. Warfield, and C-F. Westin, "Geostatistical medical image registration", Medical Image Computing and Computer-Assisted Intervention-MICCAI 2003: Springer, pp. 894–901, 2003.
Ruiz-Alzola, J., E. Suarez, C. Alberola-Lopez, S. K. Warfield, and C-F. Westin, "Geostatistical medical image registration", Medical Image Computing and Computer-Assisted Intervention-MICCAI 2003: Springer, pp. 894–901, 2003.
Ruiz-Alzola, J., E. Suarez-Santana, C. Alberola-Lopez, and C-F. Westin, "Landmark-Based Registration of Medical-Image Data", Medical Image Analysis Methods, Edited by Lena Costaridou, CRC Press, 2005.
Martin-Fernandez, M., R. San Jose-Estepar, C-F. Westin, and C. Alberola-Lopez, "A novel Gauss-Markov random field approach for regularization of diffusion tensor maps", Computer Aided Systems Theory-EUROCAST 2003: Springer Berlin Heidelberg, pp. 506–517, 2003.
Niethammer, M., S. Bouix, S. Aja-Fernández, C-F. Westin, and M. E. Shenton, "Outlier rejection for diffusion weighted imaging", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2007: Springer Berlin Heidelberg, pp. 161–168, 2007.
Martin-Fernandez, M., C. Alberola-Lopez, J. Ruiz-Alzola, and C-F. Westin, "Regularization of Diffusion Tensor Maps Using a Non-Gaussian Markov Random Field Approach", Lecture Notes in Computer Science, vol. 2879: Berlin: Springer-Verlag, pp. 92–100, 2003.
de Luis-Garcia, R., C. Alberola-Lopez, and C-F. Westin, "Segmentation of tensor fields: Recent advances and perspectives", Tensors in Image Processing and Computer Vision: Springer, pp. 35–58, 2009.
Aja-Fernández, S., C. Alberola-Lopez, and C-F. Westin, "Signal LMMSE estimation from multiple samples in MRI and DT-MRI", Medical Image Computing and Computer-Assisted Intervention–MICCAI 2007: Springer Berlin Heidelberg, pp. 368–375, 2007.
Westin, C-F., M. Martin-Fernandez, C. Alberola-Lopez, J. Ruiz-Alzola, and H. Knutsson, "Tensor field regularization using normalized convolution and markov random fields in a bayesian framework", Visualization and Processing of Tensor Fields: Springer Berlin Heidelberg, pp. 381–398, 2006.
Conference Paper
de Luis-Garcia, R., A. C Lopez, G. Kindlmann, and C-F. Westin, "Automatic segmentation of white matter structures from DTI using tensor invariants and tensor orientation", Proc. Intl. Soc. Mag. Reson. Med, 2009.
Casaseca-de-la-Higuera, P., A. Tristán-Vega, C. Hoyos-Barceló, S. Merino-Caviedes, Q. Wang, C. Luo, X. Wang, and Z. Wang, "Compressed UAV sensing for flood monitoring by solving the continuous travelling salesman problem over hyperspectral maps", Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2018: International Society for Optics and Photonics, 2018.
Casaseca-de-la-Higuera, P., A. Tristán-Vega, C. Hoyos-Barceló, S. Merino-Caviedes, Q. Wang, C. Luo, X. Wang, and Z. Wang, "Compressed UAV sensing for flood monitoring by solving the continuous travelling salesman problem over hyperspectral maps", Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2018: International Society for Optics and Photonics, 2018.
Casaseca-de-la-Higuera, P., A. Tristán-Vega, C. Hoyos-Barceló, S. Merino-Caviedes, Q. Wang, C. Luo, X. Wang, and Z. Wang, "Compressed UAV sensing for flood monitoring by solving the continuous travelling salesman problem over hyperspectral maps", Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2018: International Society for Optics and Photonics, 2018.
Tristán-Vega, A., S. Aja-Fernández, and C-F. Westin, "Deblurring of probabilistic ODFs in quantitative diffusion MRI", Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on: IEEE, pp. 932–935, 2012.
Arribas, J. I., J. Cid-Sueiro, T. Adali, H. Ni, B. Wang, and A. R. Figueiras-Vidal, "Estimates of constrained multi-class a posteriori probabilities in time series problems with neural networks", Proceedings of the International Joint Conference on Neural Networks, Washington, DC, USA, IEEE, United States, 1999.
Wu, Y., and J. I. Arribas, "Fusing Output Information in Neural Networks: Ensemble Performs Better", Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, Cancun, 2003.
Wu, Y., J. He, Y. Man, and J. I. Arribas, "Neural network fusion strategies for identifying breast masses", IEEE International Conference on Neural Networks - Conference Proceedings, Budapest, 2004.
Zhang, H., P. Casaseca-de-la-Higuera, C. Luo, Q. Wang, M. Kitchin, A. Parmley, and J. Monge-Alvarez, "Systematic infrared image quality improvement using deep learning based techniques", Remote Sensing Technologies and Applications in Urban Environments: International Society for Optics and Photonics, 2016.
Conference Proceedings
Aja-Fernández, S., R. San Jose-Estepar, C. Alberola-Lopez, and C-F. Westin, "Image quality assessment based on local variance", Proc 28th IEEE Int. Conf. Eng. Med. Biol. Soc.(EMBC), pp. 4815–4818, 2006.

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