Ming Yan
Publications
2013
M. Yan, Restoration of Images Corrupted by Impulse Noise and Mixed Gaussian Impulse Noise using Blind Inpainting, SIAM Journal on Imaging Sciences, accepted.
M. Yan, Y. Yang and S. Osher, Exact low-rank matrix completion from sparsely corrupted entries via adaptive outlier pursuit, Journal of Scientific Computing, to appear. (pdf)
M. Yan, Convergence analysis of SART: optimization and statistics, International Journal of Computer Mathematics, 90(2013), 30-47. (pdf)
2012
J. Chen, J. Cong, L. Vese, J. Villasenor, M. Yan and Y. Zou, A hybrid architecture for compressive sensing 3D CT reconstruction, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2(2012), 616-625.
M. Yan, Y. Yang and S. Osher, Robust 1-bit compressive sensing using adaptive outlier pursuit, IEEE Trans. Signal Process., 60(2012), 3868-3875. (pdf) (code)
J. Chen, J. Cong, M. Yan and Y. Zou, FPGA-accelerated 3D reconstruction using compressive sensing, In: Proceeding of the ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA 2012), 163-166. BibTex
2011
M. Yan, EM-type algorithms for image reconstruction with background emission and Poisson noise, In: Proceeding of 7th International Symposium on Visual Computing, LNCS 6938(2011), 33-42. (pdf) BibTex
M. Yan, J. Chen, L. A. Vese, J. Villasenor, A. Bui and J. Cong, EM+TV Based Reconstruction for Cone-Beam CT with Reduced Radiation, In: Proceeding of 7th International Symposium on Visual Computing, LNCS 6938(2011), 1-10. (pdf) BibTex
J. Chen, M. Yan, L. A. Vese, J. Villasenor, A. Bui and J. Cong, EM+TV for reconstruction of cone-beam CT with curved detectors using GPU, In: Proceeding of International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine, 2011, 363-366. (pdf)
M. Yan and L. A. Vese, Expectation maximization and total variation based model for computed tomography reconstruction from undersampled data, In: Proceeding of SPIE Medical Imaging, Proc. SPIE, 7961(2011), 79612X. (pdf)
2008
H. Han and M. Yan, A mixed finite element method on a staggered mesh for Navier-Stokes equations, J. Comp. Math., 26(2008), 816-824. (pdf)
H. Han, M. Yan and C. Wu, An energy regularization method for the backward diffusion problem and its applications to image deblurring, Commun. Comput. Phys., 4(2008), 177-194. (pdf)
Preprints
H. Zhang, M. Yan and W. Yin, One condition for all: solution uniqueness and robustness of
-synthesis and -analysis minimizations,
Z. Peng, M. Yan and W. Yin, Parallel and distributed sparse optimization,
Thesis
M. Yan, Image and Signal Processing with Non-Gaussian Noise: EM-Type Algorithms and Adaptive Outlier Pursuit, Department of Mathematics, University of California, Los Angeles, 2012