Publications
- Michael Moeller, Ernie Esser, Stanely Osher, Guillermo Sapiro, and Jack Xin. A
Convex Model for Matrix Factorization
and its Application to Blind Hyperspectral Unmixing. Submitted to International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2011.
- Jian Ye, Todd Wittman, Xavier Bresson, and Stanley Osher. Segmentation for Hyperspectral
Images with Priors. Proc. 6th International Symposium on Visual Computing. Las Vegas, NV. November 2010.
- Laura Smith, Matthew Keegan, Todd Wittman, George Mohler and Andrea Bertozzi.
Improving Density Estimation by Incorporating Spatial
Information. EURASIP Journal on Advances in Signal Processing. March 2010.
- Arthur Szlam, Zhaohui Guo and Stanley Osher.
A Split Bregman Method for Non-Negative Sparsity Penalized Least Squares with Applications to Hyperspectral Demixing.
Proc. International Conference on Image Processing. Hong Kong. 2010.
- Alex Chen, Todd Wittman, Alexander Tartakovsky, and Andrea Bertozzi.
Boundary Tracking and its Application to Image Segmentation. Accepted to Applied Math Research Express. March 2010.
- Zhaohui Guo and Stanley Osher. Template Matching
via L1 Minimization and Its Application to Hyperspectral Target Detection. Accepted in Inverse Problems and Imaging. December 2009.
- Sheida Rahmani, Melissa Strait, Daria Merkurjev, Michael Moeller, and Todd Wittman. An Adaptive IHS Pan-sharpening Method. Accepted to IEEE Letters on Geoscience and Remote Sensing. September 2009.
- Alex Chen, Todd Wittman, Alexander Tartakovsky, and Andrea Bertozzi. Image Segmentation Through Efficient Boundary Sampling. Proc. International Conference on Sampling Theory and Applications (SAMPTA). Marseilles, France. May 2009.
- Zhaohui Guo, Todd Wittman, and Stanley Osher. L1 Unmixing and its Application to Hyperspectral Image Enhancement. Proc. SPIE Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XV. Orlando, Florida. April 2009.
- Michael Moeller, Todd Wittman, and Andrea Bertozzi. A Variational Approach to Hyperspectral Image Fusion. Proc. SPIE Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XV. Orlando, Florida. April 2009.
- Michael Moeller, Todd Wittman, and Andrea Bertozzi. Variational Wavelet Pan-sharpening. Submitted to IEEE Trans. on Geoscience and Remote Sensing. December 2008.
- Julia Dobrosotskaya and Andrea Bertozzi. A Wavelet-Laplace Variational Technique for Image Deconvolution and Inpainting. IEEE Transactions on Image Processing, Vol. 17, No. 5, 2008.
- Tom Goldstein and Stanley Osher. The Split Bregman Method for L1 Regularized Problems.
UCLA CAM Report 08-29.
- Andrea Bertozzi, Selim Esedoglu, and Alan Gillette. Analysis of a Two-scale Cahn-Hilliard Model for Binary Image Inpainting. Multiscale Modeling and Simulation, Vol. 6, No. 3, 2007.
- Andrea Bertozzi, Selim Esedoglu, and Alan Gillette. Inpainting of Binary Images Using the Cahn-Hilliard Equation. IEEE Transactions on Image Processing, Vol. 16, No. 1, 2007.
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