Research Interests for Guillermo Sapiro
Research Interests:
Image and video processing, computer vision, computer graphics,
computational vision, biomedical imaging, brain imaging,
cryotomography of viruses, computational tools in cryotomography,
computational tools in early diagnosis of psychiatric disorders,
differential geometry and differential equations, scientific
computation, learning and high dimensional data analysis, sparse
modeling and dictionary learning, applied mathematics.  Recent Publications
 Aguerrebere, C; Delbracio, M; Bartesaghi, A; Sapiro, G, A Practical Guide to MultiImage Alignment,
2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), vol. 2018April
(September, 2018),
pp. 19271931 [doi] [abs]
 Ahn, HK; Qiu, Q; Bosch, E; Thompson, A; Robles, FE; Sapiro, G; Warren, WS; Calderbank, R, Classifying PumpProbe Images of Melanocytic Lesions Using the WEYL Transform,
2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), vol. 2018April
(September, 2018),
pp. 42094213, ISBN 9781538646588 [doi] [abs]
 Giryes, R; Eldar, YC; Bronstein, AM; Sapiro, G, The Learned Inexact Project Gradient Descent Algorithm,
2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), vol. 2018April
(September, 2018),
pp. 67676771, ISBN 9781538646588 [doi] [abs]
 Hashemi, J; Dawson, G; Carpenter, KLH; Campbell, K; Qiu, Q; Espinosa, S; Marsan, S; Baker, JP; Egger, HL; Sapiro, G, Computer Vision Analysis for Quantification of Autism Risk Behaviors,
Ieee Transactions on Affective Computing
(August, 2018) [doi] [abs]
 Bartesaghi, A; Aguerrebere, C; Falconieri, V; Banerjee, S; Earl, LA; Zhu, X; Grigorieff, N; Milne, JLS; Sapiro, G; Wu, X; Subramaniam, S, Atomic Resolution CryoEM Structure of βGalactosidase.,
Structure (London, England : 1993), vol. 26 no. 6
(June, 2018),
pp. 848856.e3 [doi] [abs]
