Hernán García

According to our database, Hernán García authored at least 25 papers between 2010 and 2023.

Collaborative distances:

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

2023

Bayesian Iterative Closest Point for Shape Analysis of Brain Structures.

Mauricio Castaño, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Augusto Cárdenas-Peña

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

2022

Influencer Detection with Dynamic Graph Neural Networks.

Elena Tiukhova, Emiliano Penaloza, María Óskarsdóttir, Hernán García, Alejandro Correa Bahnsen, Bart Baesens, Monique Snoeck, Cristián Bravo

CoRR, 2022

Spatio Temporal Sparsity in Homicide Prediction Models.

Alvaro J. Riascos Villegas, Juan S. Moreno Pabón, Mateo Dulce Rubio, Sebastián Quintero, Johan García Vargas, Hernán García

IEEE Access, 2022

Brain Shape Correspondence Analysis Using Variational Mixtures for Gaussian Process Latent Variable Models.

Juan P. V. Minoli, Álvaro Ángel Orozco, Gloria L. Porras-Hurtado, Hernán F. García

Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

Brain Shape Correspondence Analysis Using Functional Maps.

Jonnatan Arias-Garcia, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Cárdenas-Peña, Jorge Iván Ríos Patiño

Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

2021

Dynamic Network Analysis of Spatio- Temporal Crime Incidents in Bogotá - Colombia.

Juan Moreno, Hernán García, Sebastián Quintero, Johan García, Alvaro Riascos, Mateo Dulce Rubio

Proceedings of the 8th International Conference on Behavioral and Social Computing, 2021

2018

Nonlinear Probabilistic Latent Variable Models for Groupwise Correspondence Analysis in Brain Structures.

Hernán F. García, Álvaro Ángel Orozco, Mauricio A. Álvarez

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

A Kernelized Morphable Model for 3D Brain Tumor Analysis.

David A. Jimenez, Hernán F. García, Andrés M. Álvarez, Álvaro Ángel Orozco, Germán Holguín

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Enhanced Graph Cuts for Brain Tumor Segmentation Using Bayesian Optimization.

Mauricio Castaño, Hernán F. García, Gloria L. Porras-Hurtado, Álvaro Á. Orozco, Jorge I. Marin-Hurtado

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

2017

Dynamic facial landmarking selection for emotion recognition using Gaussian processes.

Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco

J. Multimodal User Interfaces, 2017

Dynamic Sign Language Recognition Using Gaussian Process Dynamical Models.

Juan P. Velasquez, Hernán F. García, Jorge I. Marin-Hurtado

Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

3D Probabilistic Morphable Models for Brain Tumor Segmentation.

David A. Jimenez, Hernán F. García, Andrés M. Álvarez, Álvaro Á. Orozco

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

2016

Gaussian process dynamical models for multimodal affect recognition.

Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco

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

A Kernel-Based Approach for DBS Parameter Estimation.

Viviana Gómez-Orozco, Jhon F. Cuellar-Fierro, Hernán F. García, Andrés Álvarez, Mauricio A. Álvarez, Álvaro Orozco, Óscar Alberto Henao

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

Bayesian Optimization for Fitting 3D Morphable Models of Brain Structures.

Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco

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

2015

Dynamic Hand Gesture Recognition Using Generalized Time Warping and Deep Belief Networks.

Cristian A. Torres-Valencia, Hernán F. García, Germán A. Holguín, Mauricio A. Álvarez, Álvaro Orozco

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

Groupwise Shape Correspondences on 3D Brain Structures Using Probabilistic Latent Variable Models.

Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco

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

Peripheral Nerve Segmentation Using Speckle Removal and Bayesian Shape Models.

Hernán F. García, Juan J. Giraldo, Mauricio A. Álvarez, Álvaro Á. Orozco, Diego Salazar

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Discriminative Training for Convolved Multiple-Output Gaussian Processes.

Sebastián Gómez-González, Mauricio A. Álvarez, Hernán F. García, Jorge I. Ríos, Álvaro Á. Orozco

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014

Bayesian Shape Models with Shape Priors for MRI Brain Segmentation.

Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco

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

Gaussian Process Dynamical Models for Emotion Recognition.

Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco

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

2013

Dynamic physiological signal analysis based on Fisher kernels for emotion recognition.

Hernán F. García, Álvaro Á. Orozco, Mauricio A. Álvarez

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

2012

Statistical Models for Emotion Recognition using Facial Expression Analisys.

Hernán García, Augusto Salazar, Álvaro Orozco

Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012

2010

Driving Fatigue Detection Using Active Shape Models.

Hernán García, Augusto Salazar, Damián Alvarez, Álvaro Orozco

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010