Hernán Darío Vargas Cardona

According to our database, Hernán Darío Vargas Cardona authored at least 20 papers between 2012 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops.

David Alejandro Jimenez Sierra, Hernán Darío Benítez-Restrepo, Hernán Darío Vargas Cardona, Jocelyn Chanussot

Remote. Sens., 2020

Graph-based fusion for change detection in multi-spectral images.

David Alejandro Jimenez Sierra, Hernán Darío Benítez-Restrepo, Hernán Darío Vargas Cardona, Jocelyn Chanussot

CoRR, 2020

Classification of Categorical Data Based on the Chi-Square Dissimilarity and t-SNE.

Luis Ariosto Serna Cardona, Hernán Darío Vargas Cardona, Piedad Navarro González, David Augusto Cárdenas-Peña, Álvaro-Ángel Orozco-Gutierrez

Comput., 2020

2019

Tensor decomposition processes for interpolation of diffusion magnetic resonance imaging.

Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Andrés M. Álvarez, Mauricio A. Álvarez

Expert Syst. Appl., 2019

2018

Multi-task learning for subthalamic nucleus identification in deep brain stimulation.

Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Orozco

Int. J. Mach. Learn. Cybern., 2018

Non-stationary Generalized Wishart Processes for Enhancing Resolution over Diffusion Tensor Fields.

Jhon F. Cuellar-Fierro, Hernán Darío Vargas Cardona, Andrés M. Álvarez, Álvaro Á. Orozco, Mauricio A. Álvarez

Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

Automatic Identification of DBS Parameters from the Volume of Tissue Activated (VTA) Using Support Vector Machines.

Robinson Aguilar, Hernán Darío Vargas Cardona, Andrés M. Álvarez, Álvaro Á. Orozco, Piedad Navarro

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Non-stationary Multi-output Gaussian Processes for Enhancing Resolution over Diffusion Tensor Fields.

Jhon F. Cuellar-Fierro, Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Andrés M. Álvarez, Álvaro Á. Orozco

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging.

Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco

CoRR, 2016

Multi-output Gaussian processes for enhancing resolution of diffusion tensor fields.

Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Analysis of the Geometry and Electric Properties of Brain Tissue in Simulation Models for Deep Brain Stimulation.

Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015

NEURONAV: A Tool for Image-Guided Surgery - Application to Parkinson's Disease.

José Bestier Padilla, Ramiro Arango, Hernán F. García, Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez, Enrique Guijarro-Estellés

Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Gaussian Processes for Slice-Based Super-Resolution MR Images.

Hernán Darío Vargas Cardona, Andrés F. López-Lopera, Álvaro Á. Orozco, Mauricio A. Álvarez, Juan Antonio Hernández Tamames, Norberto Malpica

Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Generalized Wishart Processes for Interpolation Over Diffusion Tensor Fields.

Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco

Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Convolved Multi-output Gaussian Processes for Semi-Supervised Learning.

Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

Automatic Recognition of Microcalcifications in Mammography Images through Fractal Texture Analysis.

Hernán Darío Vargas Cardona, Álvaro Orozco, Mauricio A. Álvarez

Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Sparse representation of MER signals for localizing the Subthalamic Nucleus in Parkinson's disease surgery.

Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Ángel Orozco

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Unsupervised learning applied in MER and ECG signals through Gaussians mixtures with the Expectation-Maximization algorithm and Variational Bayesian Inference.

Hernán Darío Vargas Cardona, Álvaro Ángel Orozco, Mauricio A. Álvarez

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

NEUROZONE: On-line recognition of brain structures in stereotactic surgery - application to Parkinson's disease.

Hernán Darío Vargas Cardona, José Bestier Padilla, Ramiro Arango, Hans Carmona, Mauricio A. Álvarez, Enrique Guijarro-Estellés, Álvaro Ángel Orozco

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Multi-patient learning increases accuracy for Subthalamic nucleus identification in deep brain stimulation.

Hernán Darío Vargas Cardona, Álvaro Ángel Orozco, Mauricio A. Álvarez

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012