- Professor of Mathematics
By appointment. Contact via e-mail.
Guillermo Sapiro received his B.Sc. (summa cum laude), M.Sc., and Ph.D. from the Department of Electrical Engineering at the Technion, Israel Institute of Technology, in 1989, 1991, and 1993 respectively. After post-doctoral research at MIT, Dr. Sapiro became Member of Technical Staff at the research facilities of HP Labs in Palo Alto, California. He was with the Department of Electrical and Computer Engineering at the University of Minnesota, where he held the position of Distinguished McKnight University Professor and Vincentine Hermes-Luh Chair in Electrical and Computer Engineering. Currently he is the Edmund T. Pratt, Jr. School Professor with Duke University.
G. Sapiro works on theory and applications in computer vision, computer graphics, medical imaging, image analysis, and machine learning. He has authored and co-authored over 300 papers in these areas and has written a book published by Cambridge University Press, January 2001.
G. Sapiro was awarded the Gutwirth Scholarship for Special Excellence in Graduate Studies in 1991, the Ollendorff Fellowship for Excellence in Vision and Image Understanding Work in 1992, the Rothschild Fellowship for Post-Doctoral Studies in 1993, the Office of Naval Research Young Investigator Award in 1998, the Presidential Early Career Awards for Scientist and Engineers (PECASE) in 1998, the National Science Foundation Career Award in 1999, and the National Security Science and Engineering Faculty Fellowship in 2010. He received the test of time award at ICCV 2011.
G. Sapiro is a Fellow of IEEE and SIAM.
G. Sapiro was the founding Editor-in-Chief of the SIAM Journal on Imaging Sciences.
Zhan, L, Mueller, BA, Jahanshad, N, Jin, Y, Lenglet, C, Yacoub, E, Sapiro, G, Ugurbil, K, Harel, N, Toga, AW, Lim, KO, and Thompson, PM. "Magnetic resonance field strength effects on diffusion measures and brain connectivity networks." Brain Connect 3.1 (2013): 72-86. Full Text
Duarte-Carvajalino, JM, Yu, G, Carin, L, and Sapiro, G. "Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models." IEEE Trans. Signal Processing 61 (2013): 585-600.
Caruyer, E, Aganj, I, Lenglet, C, Sapiro, G, and Deriche, R. "Motion Detection in Diffusion MRI via Online ODF Estimation." Int J Biomed Imaging 2013 (2013): 849363-. Full Text
Duarte-Carvajalino, JM, Sapiro, G, Harel, N, and Lenglet, C. "A Framework for Linear and Non-Linear Registration of Diffusion-Weighted MRIs Using Angular Interpolation. (Published online)" Front Neurosci 7 (2013): 41-. Full Text
Kuybeda, O, Frank, GA, Bartesaghi, A, Borgnia, M, Subramaniam, S, and Sapiro, G. "A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography." Journal of Structural Biology 181.2 (2013): 116-127. Full Text
Su, S, White, T, Schmidt, M, Kao, C-Y, and Sapiro, G. "Geometric computation of human gyrification indexes from magnetic resonance images." Human Brain Mapping 34.5 (2013): 1230-1244. Full Text
Bartesaghi, A, Lecumberry, F, Sapiro, G, and Subramaniam, S. "Protein secondary structure determination by constrained single-particle cryo-electron tomography." Structure 20.12 (December 5, 2012): 2003-2013. Full Text
Ramírez, I, and Sapiro, G. "Universal regularizers for robust sparse coding and modeling." IEEE Trans Image Process 21.9 (September 2012): 3850-3864. Full Text
Esser, E, Möller, M, Osher, S, Sapiro, G, and Xin, J. "A convex model for nonnegative matrix factorization and dimensionality reduction on physical space." IEEE Trans Image Process 21.7 (July 2012): 3239-3252. Full Text
Yatziv, L, Chartouni, M, Datta, S, and Sapiro, G. "Toward multiple catheters detection in fluoroscopic image guided interventions." IEEE Trans Inf Technol Biomed 16.4 (July 2012): 770-781. Full Text
Bartesaghi, A, Sapiro, G, and IEEE, . "Tracking of moving objects under severe and total occlusions." 2005.
Sapiro, G, and IEEE, . "Inpainting the colors." 2005.
Breen, D, Fedkiw, R, Museth, K, Osher, S, Sapiro, G, and Whitaker, R. "Level set and PDE methods for computer graphics." August 8, 2004. Full Text
Sole, A, Caselles, V, Sapiro, G, and Arandiga, F. "Morse description and geometric encoding of digital elevation maps." 2004.
Sapiro, G. "Harmonic map flows and image processing." 2001.
Bertalmio, M, Sapiro, G, Cheng, LT, Osher, S, SOCIETY, IC, and SOCIETY, IC. "Variational problems and PDE's on implicit surfaces." 2001. Full Text
Betelú, S, Sapiro, G, Tannenbaum, A, and Giblin, PJ. "Noise-Resistant Affine Skeletons of Planar Curves." Springer, 2000.
Giblin, PJ, and Sapiro, G. "Affine versions of the symmetry set." 2000.
Bertalmío, M, Sapiro, G, and Randall, G. "Region Tracking on Surfaces Deforming via Level-Sets Methods." Springer, 1999.
Black, MJ, and Sapiro, G. "Edges as Outliers: Anisotropic Smoothing Using Local Image Statistics." Springer, 1999.