- Edmund T. Pratt, Jr. School Professor of Electrical and Computer Engineering
- Professor of Electrical and Computer Engineering
- Professor of Computer Science (Secondary)
- Professor of Mathematics (Secondary)
- Faculty Network Member of the Duke Institute for Brain Sciences
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.
Mahmoudi, M, and Sapiro, G. "Sparse representations for range data restoration." IEEE Trans Image Process 21.5 (May 2012): 2909-2915. (Letter) Full Text
Yu, G, Sapiro, G, and Mallat, S. "Solving inverse problems with piecewise linear estimators: from Gaussian mixture models to structured sparsity." IEEE Trans Image Process 21.5 (May 2012): 2481-2499. Full Text
Aganj, I, Lenglet, C, Yacoub, E, Sapiro, G, and Harel, N. "A 3D wavelet fusion approach for the reconstruction of isotropic-resolution MR images from orthogonal anisotropic-resolution scans." Magn Reson Med 67.4 (April 2012): 1167-1172. Full Text
Sapiro, G. "Autonomy Revisited: The Question of Mediations and its Methodological Implications." PARAGRAPH 35.1 (March 2012): 30-48. Full Text
Duarte-Carvajalino, JM, Jahanshad, N, Lenglet, C, McMahon, KL, de Zubicaray, GI, Martin, NG, Wright, MJ, Thompson, PM, and Sapiro, G. "Hierarchical topological network analysis of anatomical human brain connectivity and differences related to sex and kinship." Neuroimage 59.4 (February 15, 2012): 3784-3804. Full Text
Tong, M, Kim, Y, Zhan, L, Sapiro, G, Lenglet, C, Mueller, BA, Thompson, PM, and Vese, LA. "A VARIATIONAL MODEL FOR DENOISING HIGH ANGULAR RESOLUTION DIFFUSION IMAGING." Proc IEEE Int Symp Biomed Imaging (2012): 530-533. Full Text
Zhou, M, Chen, H, Paisley, J, Ren, L, Li, L, Xing, Z, Dunson, D, Sapiro, G, and Carin, L. "Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images." IEEE Trans Image Process 21.1 (January 2012): 130-144. Full Text
Sivalingam, R, Cherian, A, Fasching, J, Walczak, N, Bird, N, Morellas, V, Murphy, B, Cullen, K, Lim, K, Sapiro, G, and Papanikolopoulos, N. "A multi-sensor visual tracking system for behavior monitoring of at-risk children." Proceedings - IEEE International Conference on Robotics and Automation (2012): 1345-1350. Full Text
Duarte-Carvajalino, JM, Yu, G, Carin, L, and Sapiro, G. "Adapted statistical compressive sensing: Learning to sense gaussian mixture models." ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2012): 3653-3656. Full Text
Walczak, N, Fasching, J, Toczyski, W, Sivalingam, R, Bird, N, Cullen, K, Morellas, V, Murphy, B, Sapiro, G, and Papanikolopoulos, N. "A nonintrusive system for behavioral analysis of children using multiple RGB+depth sensors." Proceedings of IEEE Workshop on Applications of Computer Vision (2012): 217-222. Full Text
Bertalmío, M, Sapiro, G, and Randall, G. "Region Tracking on Surfaces Deforming via Level-Sets Methods." Springer, 1999. Full Text
Black, MJ, and Sapiro, G. "Edges as Outliers: Anisotropic Smoothing Using Local Image Statistics." Springer, 1999. Full Text
Teo, PC, Sapiro, G, and Wandell, BA. "Anisotropic smoothing of posterior probabilities." 1999.
Black, MJ, Sapiro, G, Marimont, D, and Heeger, D. "Robust anisotropic diffusion: Connections between robust statistics, line processing, and anisotropic diffusion." January 1, 1997. Full Text
Black, MJ, Sapiro, G, Marimont, DH, and Heeger, D. "Robust Anisotropic Diffusion: Connections Between Robust Statistics, Line Processing, and Anisotropic Diffusion." Springer, 1997. Full Text
Caselles, V, Kimmel, R, Sapiro, G, and Sbert, C. "Three Dimensional Object Modeling via Minimal Surfaces." Springer, 1996. Full Text
SAPIRO, G, and CASELLES, V. "Simultaneous contrast improvement and denoising via diffusion related equations." 1995. Full Text
SAPIRO, G, KIMMEL, R, and CASELLES, V. "Object detection and measurements in medical images via geodesic deformable contours." 1995. Full Text
SAPIRO, G, and CASELLES, V. "An image evolution approach for contrast enhancement." 1995. Full Text
SAPIRO, G, and BRUCKSTEIN, AM. "The ubiquitous ellipse." 1994.