- 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.
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 (May 2013): 1230-1244. Full Text
Llull, P, Liao, X, Yuan, X, Yang, J, Kittle, D, Carin, L, Sapiro, G, and Brady, DJ. "Coded aperture compressive temporal imaging." Optics Express 21.9 (May 2013): 10526-10545. Full Text Open Access Copy
Harris, AK, Meyerson, JR, Matsuoka, Y, Kuybeda, O, Moran, A, Bliss, D, Das, SR, Yewdell, JW, Sapiro, G, Subbarao, K, and Subramaniam, S. "Structure and accessibility of HA trimers on intact 2009 H1N1 pandemic influenza virus to stem region-specific neutralizing antibodies." Proceedings of the National Academy of Sciences of the United States of America 110.12 (March 4, 2013): 4592-4597. 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 (February 2013): 116-127. Full Text
Duarte-Carvajalino, JM, Yu, G, Carin, L, and Sapiro, G. "Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models." Ieee Transactions on Signal Processing 61.3 (February 2013): 585-600. Full Text Open Access Copy
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 Connectivity 3.1 (January 30, 2013): 72-86. 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).
Rother, D, Patwardhan, KA, and Sapiro, G. "What Can Casual Walkers Tell Us About A 3D Scene?." IEEE Computer Society, 2007. Full Text
Patwardhan, KA, Sapiro, G, Morellas, V, and IEEE, . "A graph-based foreground representation and its application in example based people matching in video." 2007.
Bai, X, Sapiro, G, and IEEE, . "Distancecut: Interactive segmentation and matting of images and videos." 2007.
Mairal, J, Sapiro, G, Elad, M, and IEEE, . "Multiscale sparse image representation with learned dictionaries." 2007.
Bartesaghi, A, Sprechmann, P, Randall, G, Sapiro, G, and Subramaniam, S. "A framework for classification and averaging of 3D tomographic volumes." 51st Annual Meeting of the Biophysical-Society. March 3, 2007 - March 7, 2007. Baltimore, MD. BIOPHYSICAL SOCIETY, January 1, 2007.
Patwardhan, KA, Sapiro, G, Bertalmio, M, and IEEE, . "Video inpainting of occluding and occluded objects." 2005.
Bartesaghi, A, and Sapiro, G. "Tracking of moving objects under severe and total occlusions." IEEE International Conference on Image Processing (ICIP 2005). September 11, 2005 - September 14, 2005. Genoa, ITALY. IEEE, January 1, 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.