Julio Martin Duarte-Carvajalino

Publication Activity (10 Years)

Years Active: 2007-2018
Publications (10 Years): 2

Top Topics

Machine Learning Algorithms

Gaussian Mixture Model

Brain Connectivity

Top Venues

Publications

Julio Martin Duarte-Carvajalino, Diego F. Alzate, Andrés A. Ramirez, Juan D. Santa-Sepulveda, Alexandra E. Fajardo-Rojas, Mauricio Soto-Suárez
Evaluating Late Blight Severity in Potato Crops Using Unmanned Aerial Vehicles and Machine Learning Algorithms. Remote. Sens. 10 (10) (2018)
Pramod Kumar Pisharady, Stamatios N. Sotiropoulos, Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Christophe Lenglet
Estimation of white matter fiber parameters from compressed multiresolution diffusion MRI using sparse Bayesian learning. NeuroImage 167 (2018)
Pramod Kumar Pisharady, Julio Martin Duarte-Carvajalino, Stamatios N. Sotiropoulos, Guillermo Sapiro, Christophe Lenglet
Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRI. MICCAI (1) (2015)
Kamil 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, Federico De Martino, Dingxin Wang, Noam Harel, Michael Garwood, Liyong Chen, David A. Feinberg, Stephen M. Smith, Karla L. Miller, Stamatios N. Sotiropoulos, Saâd Jbabdi, Jesper L. R. Andersson, Timothy Edward John Behrens, Matthew F. Glasser, David C. Van Essen, Essa Yacoub
Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project. NeuroImage 80 (2013)
Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models. IEEE Trans. Signal Process. 61 (3) (2013)
Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
Adapted statistical compressive sensing: Learning to sense gaussian mixture models. ICASSP (2012)
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
Hierarchical topological network analysis of anatomical human brain connectivity and differences related to sex and kinship. NeuroImage 59 (4) (2012)
Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models CoRR (2012)
Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Guoshen Yu, Lawrence Carin
Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models CoRR (2011)
Julio Martin Duarte-Carvajalino, Guillermo Sapiro
Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization. IEEE Trans. Image Process. 18 (7) (2009)
Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Miguel Velez-Reyes, Paul E. Castillo
Multiscale Representation and Segmentation of Hyperspectral Imagery Using Geometric Partial Differential Equations and Algebraic Multigrid Methods. IEEE Trans. Geosci. Remote. Sens. 46 (8) (2008)
Julio Martin Duarte-Carvajalino, Paul E. Castillo, Miguel Velez-Reyes
Comparative Study of Semi-Implicit Schemes for Nonlinear Diffusion in Hyperspectral Imagery. IEEE Trans. Image Process. 16 (5) (2007)