Sapiro, Guillermo

Sparse Representation for Color Image Restoration

Mairal, J., Elad, M., & Sapiro, G. (2008) · IEEE Transactions on Image Processing

Image and Signal Denoising MethodsSparse and Compressive Sensing Techniques

Cited by 1,716

Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project

Uğurbil, K., Xu, J., Auerbach, E. J., Moeller, S., Vu, A. T., Duarte-Carvajalino, J. M., Lenglet, C., Wu, X., Schmitter, S., Van de Moortele, P. F., et al. (2013) · NeuroImage

Advanced MRI Techniques and ApplicationsAdvanced Neuroimaging Techniques and Applications

Cited by 812

A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting

Bai, X., & Sapiro, G. (2007) · 2007 IEEE 11th International Conference on Computer Vision

Medical Image Segmentation TechniquesVideo Surveillance and Tracking Methods

Cited by 438

A Gromov-Hausdorff Framework with Diffusion Geometry for Topologically-Robust Non-rigid Shape Matching

Bronstein, A. M., Bronstein, M. M., Kimmel, R., Mahmoudi, M., & Sapiro, G. (2010) · International Journal of Computer Vision

3D Shape Modeling and AnalysisTopological and Geometric Data Analysis

Cited by 267

Topological analysis of population activity in visual cortex

Singh, G., Memoli, F., Ishkhanov, T., Sapiro, G., Carlsson, G., & Ringach, D. L. (2008) · Journal of Vision

Topological and Geometric Data AnalysisNeural dynamics and brain function

Cited by 213

A Shared Vision for Machine Learning in Neuroscience

Vu, M.-A. T., Adalı, T., Ba, D., Buzsáki, G., Carlson, D., Heller, K., Liston, C., Rudin, C., Sohal, V. S., Widge, A. S., et al. (2018) · The Journal of Neuroscience

Functional Brain Connectivity StudiesUndergraduate Neuroscience Education and Research

Cited by 191

Comprehensive in vivo mapping of the human basal ganglia and thalamic connectome in individuals using 7T MRI

Lenglet, C., Abosch, A., Yacoub, E., De Martino, F., Sapiro, G., & Harel, N. (2012) · PLoS ONE

Advanced Neuroimaging Techniques and ApplicationsFunctional Brain Connectivity Studies

Cited by 164

GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions

Wu, C., Huang, L., Zhang, Q., Li, B., Ji, L., Yang, F., Sapiro, G., & Duan, N. (2021) · arXiv

Multimodal Machine Learning ApplicationsGenerative Adversarial Networks and Image Synthesis

Cited by 85