- James B. Duke 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. He was elected to the American Academy of Arts and Sciences on 2018.
G. Sapiro is a Fellow of IEEE and SIAM.
G. Sapiro was the founding Editor-in-Chief of the SIAM Journal on Imaging Sciences.
Caruyer, E, Aganj, I, Lenglet, C, Sapiro, G, and Deriche, R. "Motion Detection in Diffusion MRI via Online ODF Estimation." International Journal of Biomedical Imaging 2013 (January 2013): 849363-null. 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." Frontiers in Neuroscience 7 (January 2013): 41-null. 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
Sotiropoulos, SN, Jbabdi, S, Xu, J, Andersson, JL, Moeller, S, Auerbach, EJ, Glasser, MF, Hernandez, M, Sapiro, G, Jenkinson, M, Feinberg, DA, Yacoub, E, Lenglet, C, Essen, DCV, Ugurbil, K, and Behrens, TEJ. "Advances in diffusion MRI acquisition and processing in the Human Connectome Project." NeuroImage 80 (2013): 125-143. Full Text
Chen, B, Polatkan, G, Sapiro, G, Blei, D, Dunson, D, and Carin, L. "Deep Learning with Hierarchical Convolutional Factor Analysis." Ieee Transactions on Pattern Analysis and Machine Intelligence (January 2013).
Fiori, M, Sprechmann, P, Vogelstein, J, Musé, P, and Sapiro, G. "Robust multimodal graph matching: Sparse coding meets graph matching." Advances in Neural Information Processing Systems (January 1, 2013).
Llull, P, Liao, X, Yuan, X, Yang, J, Kittle, D, Carin, L, Sapiro, G, and Brady, DJ. "Compressive sensing for video using a passive coding element." Optics InfoBase Conference Papers (January 1, 2013).
Bartesaghi, A, Lecumberry, F, Sapiro, G, and Subramaniam, S. "Protein secondary structure determination by constrained single-particle cryo-electron tomography." Structure (London, England : 1993) 20.12 (December 2012): 2003-2013. Full Text
Elhamifar, E, Sapiro, G, and Vidal, R. "Finding exemplars from pairwise dissimilarities via simultaneous sparse recovery." Advances in Neural Information Processing Systems 1 (December 1, 2012): 19-27.
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.
Chung, DH, and Sapiro, G. "A Windows-Based User Friendly System for Image Analysis with Partial Differential Equations." Springer, 1999.
Bertalmío, M, Sapiro, G, and Randall, G. "Morphing Active Contours." Springer, 1999.
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.
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