Hernán F. García

26 papers C 6Misc 1Journal 4Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Dynamic Graph Analysis: A Hybrid Structural-Spatial Approach for Brain Shape Correspondence. Mach. Learn. Knowl. Extr. Jonnatan Arias-Garcia, Hernán F. García, Andrés Escobar-Mejía, David Cárdenas-Peña, Álvaro-Ángel Orozco-Gutiérrez
2025	J	`jnl`	Efficient Multiview Nonlinear Correspondence With Variational GP Mixtures. IEEE Access Juan Pablo Velasquez-Minoli, Juan Jose Giraldo-Gutiérrez, David Augusto Cárdenas-Peña, Álvaro Á. Orozco, Mauricio A. Álvarez, Hernán F. García
2025	J	`jnl`	Fiscal Management and Artificial Intelligence as Strategies to Combat Corruption in Colombia. Inf. Ana E. Monsalvo, Carlos M. Zuluaga-Pardo, Jaime Alonso Restrepo-Carmona, Lilibeth Aguilera-Pua, Juan C. Castaño, Edison F. Borda, Rosse M. Villamil, Hernán F. García, Luis Alejandro Fletscher
2024	—	`conf`	Biogeographic Ancestry Analysis of Microtia Patients in Colombia using Nonlinear Probabilistic Clustering. EMBC Javier A. Sierra-Pineda, Hernán F. García, Gloria Liliana Porras-Hurtado, Álvaro-Ángel Orozco-Gutiérrez, David Augusto Cárdenas-Peña, Daniela V. Luquetti
2024	—	`conf`	Probabilistic Correspondence Analysis in Pediatric Health by Using Variational Mixture Models. EMBC Hernán F. García, Gloria Liliana Porras-Hurtado, Augusto E. Salazar-Jimenez, Eliana M. Vasquez Osorio, Mauricio A. Álvarez
2024	—	`conf`	Unsupervised Anomaly Detection by Learning Elastic Transformations Within an Autoencoder Approach. EMBC Andrés Jiménez-García, Hernán F. García, David Augusto Cárdenas-Peña, W. Cárdenas-Bedoya, Gloria Liliana Porras-Hurtado, Álvaro Ángel Orozco-Guitérrez
2023	C	`conf`	Bayesian Iterative Closest Point for Shape Analysis of Brain Structures. ICPRAM Mauricio Castaño, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Augusto Cárdenas-Peña
2022	—	`conf`	Brain Shape Correspondence Analysis Using Functional Maps. ISVC (2) Jonnatan Arias-Garcia, Hernán F. García, Álvaro Á. Orozco, Gloria L. Porras-Hurtado, David Cárdenas-Peña, Jorge Iván Ríos Patiño
2022	—	`conf`	Brain Shape Correspondence Analysis Using Variational Mixtures for Gaussian Process Latent Variable Models. IWINAC (1) Juan P. V. Minoli, Álvaro Ángel Orozco, Gloria L. Porras-Hurtado, Hernán F. García
2018	—	`conf`	A Kernelized Morphable Model for 3D Brain Tumor Analysis. ICIAR David A. Jimenez, Hernán F. García, Andrés M. Álvarez, Álvaro Ángel Orozco, Germán Holguín
2018	C	`conf`	Enhanced Graph Cuts for Brain Tumor Segmentation Using Bayesian Optimization. CIARP Mauricio Castaño, Hernán F. García, Gloria L. Porras-Hurtado, Álvaro Á. Orozco, Jorge I. Marin-Hurtado
2018	—	`conf`	Nonlinear Probabilistic Latent Variable Models for Groupwise Correspondence Analysis in Brain Structures. MLSP Hernán F. García, Álvaro Ángel Orozco, Mauricio A. Álvarez
2017	C	`conf`	3D Probabilistic Morphable Models for Brain Tumor Segmentation. CIARP David A. Jimenez, Hernán F. García, Andrés M. Álvarez, Álvaro Á. Orozco
2017	—	`conf`	Dynamic Sign Language Recognition Using Gaussian Process Dynamical Models. IWINAC (2) Juan P. Velasquez, Hernán F. García, Jorge I. Marin-Hurtado
2017	J	`jnl`	Dynamic facial landmarking selection for emotion recognition using Gaussian processes. J. Multimodal User Interfaces Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco
2016	C	`conf`	A Kernel-Based Approach for DBS Parameter Estimation. CIARP Viviana Gómez-Orozco, Jhon F. Cuellar-Fierro, Hernán F. García, Andrés Álvarez, Mauricio A. Álvarez, Álvaro Orozco, Óscar Alberto Henao
2016	C	`conf`	Bayesian Optimization for Fitting 3D Morphable Models of Brain Structures. CIARP Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco
2016	—	`conf`	Gaussian process dynamical models for multimodal affect recognition. EMBC Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco
2015	C	`conf`	Discriminative Training for Convolved Multiple-Output Gaussian Processes. CIARP Sebastián Gómez-González, Mauricio A. Álvarez, Hernán F. García, Jorge I. Ríos, Álvaro Á. Orozco
2015	—	`conf`	Dynamic Hand Gesture Recognition Using Generalized Time Warping and Deep Belief Networks. ISVC (2) Cristian A. Torres-Valencia, Hernán F. García, Germán A. Holguín, Mauricio A. Álvarez, Álvaro Orozco
2015	—	`conf`	Groupwise Shape Correspondences on 3D Brain Structures Using Probabilistic Latent Variable Models. ISVC (1) Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco
2015	—	`conf`	NEURONAV: A Tool for Image-Guided Surgery - Application to Parkinson's Disease. ISVC (1) José Bestier Padilla, Ramiro Arango, Hernán F. García, Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez, Enrique Guijarro-Estellés
2015	Misc	`conf`	Peripheral Nerve Segmentation Using Speckle Removal and Bayesian Shape Models. IbPRIA Hernán F. García, Juan J. Giraldo, Mauricio A. Álvarez, Álvaro Á. Orozco, Diego Salazar
2014	—	`conf`	Bayesian Shape Models with Shape Priors for MRI Brain Segmentation. ISVC (2) Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco
2014	—	`conf`	Gaussian Process Dynamical Models for Emotion Recognition. ISVC (2) Hernán F. García, Mauricio A. Álvarez, Álvaro Orozco
2013	—	`conf`	Dynamic physiological signal analysis based on Fisher kernels for emotion recognition. EMBC Hernán F. García, Álvaro Á. Orozco, Mauricio A. Álvarez