Hernán F. García

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 12

Top Topics

Emotion Recognition

Gaussian Process

Correspondence Analysis

Latent Variable Models

Top Venues

Publications

Mauricio Castaño, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Augusto Cárdenas-Peña
Bayesian Iterative Closest Point for Shape Analysis of Brain Structures. ICPRAM (2023)
Jonnatan Arias-Garcia, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Cárdenas-Peña, Jorge Iván Ríos Patiño
Brain Shape Correspondence Analysis Using Functional Maps. ISVC (2) (2022)
Juan P. V. Minoli, Álvaro Ángel Orozco, Gloria L. Porras-Hurtado, Hernán F. García
Brain Shape Correspondence Analysis Using Variational Mixtures for Gaussian Process Latent Variable Models. IWINAC (1) (2022)
Mauricio Castaño, Hernán F. García, Gloria L. Porras-Hurtado, Álvaro Á. Orozco, Jorge I. Marin-Hurtado
Enhanced Graph Cuts for Brain Tumor Segmentation Using Bayesian Optimization. CIARP (2018)
David A. Jimenez, Hernán F. García, Andrés M. Álvarez, Álvaro Ángel Orozco, Germán Holguín
A Kernelized Morphable Model for 3D Brain Tumor Analysis. ICIAR (2018)
Hernán F. García, Álvaro Ángel Orozco, Mauricio A. Álvarez
Nonlinear Probabilistic Latent Variable Models for Groupwise Correspondence Analysis in Brain Structures. MLSP (2018)
Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco
Dynamic facial landmarking selection for emotion recognition using Gaussian processes. J. Multimodal User Interfaces 11 (4) (2017)
David A. Jimenez, Hernán F. García, Andrés M. Álvarez, Álvaro Á. Orozco
3D Probabilistic Morphable Models for Brain Tumor Segmentation. CIARP (2017)
Juan P. Velasquez, Hernán F. García, Jorge I. Marin-Hurtado
Dynamic Sign Language Recognition Using Gaussian Process Dynamical Models. IWINAC (2) (2017)
Viviana Gómez-Orozco, J. Cuellar, Hernán F. García, Andrés Álvarez, Mauricio A. Álvarez, Álvaro Orozco, Óscar A. Henao
A Kernel-Based Approach for DBS Parameter Estimation. CIARP (2016)
Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco
Gaussian process dynamical models for multimodal affect recognition. EMBC (2016)
Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco
Bayesian Optimization for Fitting 3D Morphable Models of Brain Structures. CIARP (2016)
Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco
Groupwise Shape Correspondences on 3D Brain Structures Using Probabilistic Latent Variable Models. ISVC (1) (2015)
Cristian A. Torres-Valencia, Hernán F. García, Germán A. Holguín, Mauricio A. Álvarez, Álvaro Orozco
Dynamic Hand Gesture Recognition Using Generalized Time Warping and Deep Belief Networks. ISVC (2) (2015)
José Bestier Padilla, Ramiro Arango, Hernán F. García, Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez, Enrique Guijarro-Estellés
NEURONAV: A Tool for Image-Guided Surgery - Application to Parkinson's Disease. ISVC (1) (2015)
Sebastián Gómez-González, Mauricio A. Álvarez, Hernán F. García, Jorge I. Ríos, Álvaro Á. Orozco
Discriminative Training for Convolved Multiple-Output Gaussian Processes. CIARP (2015)
Hernán F. García, Juan J. Giraldo, Mauricio A. Álvarez, Álvaro Á. Orozco, Diego Salazar
Peripheral Nerve Segmentation Using Speckle Removal and Bayesian Shape Models. IbPRIA (2015)
Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco
Bayesian Shape Models with Shape Priors for MRI Brain Segmentation. ISVC (2) (2014)
Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco
Gaussian Process Dynamical Models for Emotion Recognition. ISVC (2) (2014)
Hernán F. García, Álvaro Á. Orozco, Mauricio A. Álvarez
Dynamic physiological signal analysis based on Fisher kernels for emotion recognition. EMBC (2013)