Álvaro Á. Orozco

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 41

Top Topics

Discriminative Training

Gaussian Process

Ultrasound Images

Morphable 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)
Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Andrés M. Álvarez, Mauricio A. Álvarez
Tensor decomposition processes for interpolation of diffusion magnetic resonance imaging. Expert Syst. Appl. 118 (2019)
J. A. Hernández-Muriel, J. C. Mejía-Hernández, Julián D. Echeverry-Correa, Álvaro Á. Orozco, David Cárdenas-Peña
HAPAN: Support Tool for Practicing Regional Anesthesia in Peripheral Nerves. IWINAC (1) (2019)
Robinson Aguilar, Hernán Darío Vargas Cardona, Andrés M. Álvarez, Álvaro Á. Orozco, Piedad Navarro
Automatic Identification of DBS Parameters from the Volume of Tissue Activated (VTA) Using Support Vector Machines. CIARP (2018)
Jhon F. Cuellar-Fierro, Hernán Darío Vargas Cardona, Andrés M. Álvarez, Álvaro Á. Orozco, Mauricio A. Álvarez
Non-stationary Generalized Wishart Processes for Enhancing Resolution over Diffusion Tensor Fields. ISVC (2018)
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)
Julián Gil González, Andrés M. Álvarez, Andrés F. Valencia, Álvaro Á. Orozco
Automatic Peripheral Nerve Segmentation in Presence of Multiple Annotators. CIARP (2017)
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)
Jhon F. Cuellar-Fierro, Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Andrés M. Álvarez, Álvaro Á. Orozco
Non-stationary Multi-output Gaussian Processes for Enhancing Resolution over Diffusion Tensor Fields. CIARP (2017)
Keider Hoyos-Osorio, Andrés M. Álvarez, Álvaro Á. Orozco, Jorge I. Ríos, Genaro Daza-Santacoloma
Clustering-Based Undersampling to Support Automatic Detection of Focal Cortical Dysplasias. CIARP (2017)
Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco
Spatial Resolution Enhancement in Ultrasound Images from Multiple Annotators Knowledge. CIARP (2016)
Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco
Gaussian process dynamical models for multimodal affect recognition. EMBC (2016)
Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez
Multi-output Gaussian processes for enhancing resolution of diffusion tensor fields. EMBC (2016)
Hernán F. García, Mauricio A. Álvarez, Álvaro Á. Orozco
Bayesian Optimization for Fitting 3D Morphable Models of Brain Structures. CIARP (2016)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging. CoRR (2016)
Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco
A probabilistic framework based on SLIC-superpixel and Gaussian processes for segmenting nerves in ultrasound images. EMBC (2016)
Hernán Darío Vargas Cardona, Álvaro Á. Orozco, Mauricio A. Álvarez
Analysis of the Geometry and Electric Properties of Brain Tissue in Simulation Models for Deep Brain Stimulation. CIARP (2016)
Andrés F. López-Lopera, Mauricio A. Álvarez, Álvaro Á. Orozco
Sparse Linear Models Applied to Power Quality Disturbance Classification. CIARP (2016)
Diego Agudelo-España, Mauricio A. Álvarez, Álvaro Á. Orozco
Definition and Composition of Motor Primitives Using Latent Force Models and Hidden Markov Models. CIARP (2016)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
Generalized Wishart processes for interpolation over diffusion tensor fields. CoRR (2016)
David Cárdenas-Peña, Álvaro Á. Orozco, Germán Castellanos-Domínguez
Information-Based Cost Function for a Bayesian MRI Segmentation Framework. ICIAP (1) (2015)
Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco
Peripheral Nerves Segmentation in Ultrasound Images Using Non-linear Wavelets and Gaussian Processes. IbPRIA (2015)
Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco
Automatic assessment of voice quality in the context of multiple annotations. EMBC (2015)
Andrés F. López-Lopera, Mauricio A. Álvarez, Álvaro Á. Orozco
Improving Diffusion Tensor Estimation Using Adaptive and Optimized Filtering Based on Local Similarity. IbPRIA (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 Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
Generalized Wishart Processes for Interpolation Over Diffusion Tensor Fields. ISVC (2) (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)
Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models. CIARP (2015)
Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation. IbPRIA (2015)
Juan J. Giraldo, Mauricio A. Álvarez, Álvaro Á. Orozco
Peripheral nerve segmentation using Nonparametric Bayesian Hierarchical Clustering. EMBC (2015)
Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco
Automatic segmentation of nerve structures in ultrasound images using Graph Cuts and Gaussian processes. EMBC (2015)
Cristian Guarnizo, Mauricio A. Álvarez, Álvaro Á. Orozco
Indian Buffet Process for Model Selection in Latent Force Models. CIARP (2015)
Mauricio Orbes-Arteaga, David Cárdenas-Peña, Mauricio A. Álvarez, Álvaro Á. Orozco, Germán Castellanos-Domínguez
Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation. ICIAP (1) (2015)
Hernán Darío Vargas Cardona, Andrés F. López-Lopera, Álvaro Á. Orozco, Mauricio A. Álvarez, Juan Antonio Hernández Tamames, Norberto Malpica
Gaussian Processes for Slice-Based Super-Resolution MR Images. ISVC (2) (2015)
Carlos D. Zuluaga, Edgar A. Valencia, Mauricio A. Álvarez, Álvaro Á. Orozco
A Parzen-Based Distance Between Probability Measures as an Alternative of Summary Statistics in Approximate Bayesian Computation. ICIAP (1) (2015)
Hernán Darío Vargas Cardona, Mauricio A. Álvarez, Álvaro Á. Orozco
Convolved Multi-output Gaussian Processes for Semi-Supervised Learning. ICIAP (1) (2015)
Jhouben J. Cuesta, Mauricio A. Álvarez, Álvaro Á. Orozco
Global and Local Gaussian Process for Multioutput and Treed Data. ICIAP (1) (2015)
Iván De La Pava, Viviana Gómez-Orozco, Mauricio A. Álvarez, Óscar A. Henao, Genaro Daza-Santacoloma, Álvaro Á. Orozco
A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation. IbPRIA (2015)
Juan David Vasquez Jaramillo, Mauricio A. Álvarez, Álvaro Á. Orozco
Latent force models for describing transcriptional regulation processes in the embryo development problem for the Drosophila melanogaster. EMBC (2014)
Cristian A. Torres-Valencia, Álvaro Á. Orozco, Mauricio A. Álvarez
Feature selection for multimodal emotion recognition in the arousal-valence space. EMBC (2013)
Hernán F. García, Álvaro Á. Orozco, Mauricio A. Álvarez
Dynamic physiological signal analysis based on Fisher kernels for emotion recognition. EMBC (2013)
Cristian Guarnizo, Álvaro Á. Orozco, Mauricio A. Álvarez
Optimal sampling frequency in wavelet-based signal feature extraction using particle swarm optimization. EMBC (2013)