Comparative Study of Semi-Implicit Schemes for Nonlinear Diffusion in Hyperspectral Imagery. - Julio Martin Duarte-Carvajalino; Paul E. Castillo; Miguel Velez-Reyes (IEEE Trans. Image Process., 2007)

Multiscale Representation and Segmentation of Hyperspectral Imagery Using Geometric Partial Differential Equations and Algebraic Multigrid Methods. - Julio Martin Duarte-Carvajalino; Guillermo Sapiro; Miguel Velez-Reyes; Paul E. Castillo (IEEE Trans. Geosci. Remote. Sens., 2008)

Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization. - Julio Martin Duarte-Carvajalino; Guillermo Sapiro (IEEE Trans. Image Process., 2009)

Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models - Julio Martin Duarte-Carvajalino; Guillermo Sapiro; Guoshen Yu; Lawrence Carin (CoRR, 2011)

Adapted statistical compressive sensing: Learning to sense gaussian mixture models. - Julio Martin Duarte-Carvajalino; Guoshen Yu; Lawrence Carin; Guillermo Sapiro (ICASSP, 2012)

Hierarchical topological network analysis of anatomical human brain connectivity and differences related to sex and kinship. - Julio Martin Duarte-Carvajalino; Neda Jahanshad; Christophe Lenglet; Katie McMahon; Greig I. de Zubicaray; Nicholas G. Martin; Margaret J. Wright; Paul M. Thompson; Guillermo Sapiro (NeuroImage, 2012)

Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project. - Kâmil Ugurbil; Junqian Xu; Edward J. Auerbach; Steen Moeller; An T. Vu; Julio Martin Duarte-Carvajalino; Christophe Lenglet; Xiaoping Wu; Sebastian Schmitter; Pierre-François van de Moortele; John P. Strupp; Guillermo Sapiro; et al. (NeuroImage, 2013)

Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models. - Julio Martin Duarte-Carvajalino; Guoshen Yu; Lawrence Carin; Guillermo Sapiro (IEEE Trans. Signal Process., 2013)

Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRI. - Pramod Kumar Pisharady; Julio Martin Duarte-Carvajalino; Stamatios N. Sotiropoulos; Guillermo Sapiro; Christophe Lenglet (MICCAI (1), 2015)

Estimation of white matter fiber parameters from compressed multiresolution diffusion MRI using sparse Bayesian learning. - Pramod Kumar Pisharady; Stamatios N. Sotiropoulos; Julio Martin Duarte-Carvajalino; Guillermo Sapiro; Christophe Lenglet (NeuroImage, 2018)

Evaluating Late Blight Severity in Potato Crops Using Unmanned Aerial Vehicles and Machine Learning Algorithms. - Julio Martin Duarte-Carvajalino; Diego F. Alzate; Andrés A. Ramirez; Juan D. Santa-Sepulveda; Alexandra E. Fajardo-Rojas; Mauricio Soto-Suárez (Remote. Sens., 2018)