Julián Gil González

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 12

Top Topics

Multiple Annotators

Top Venues

Publications

Jenniffer Carolina Triana-Martinez, Andrés Marino Álvarez-Meza, Julián Gil González, Tom De Swaef, Jose Armando Fernandez-Gallego
Crop Water Status Analysis from Complex Agricultural Data Using UMAP-Based Local Biplot. Remote. Sens. 16 (15) (2024)
Julián Gil González, Juan-José Giraldo, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez, Mauricio A. Álvarez
Correlated Chained Gaussian Processes for Datasets With Multiple Annotators. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Jenniffer Carolina Triana-Martinez, Julián Gil González, Jose Armando Fernandez-Gallego, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
Chained Deep Learning Using Generalized Cross-Entropy for Multiple Annotators Classification. Sensors 23 (7) (2023)
Julián Gil González, Álvaro-Ángel Orozco-Gutierrez, Andres Álvarez-Meza
Learning from multiple inconsistent and dependent annotators to support classification tasks. Neurocomputing 423 (2021)
Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco
Gaussian Processes Regression with Multiple Annotators: When the Annotator Performance Is Not Homogeneous. CIARP (2018)
Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
Learning from multiple annotators using kernel alignment. Pattern Recognit. Lett. 116 (2018)
Julián Gil González, Andrés M. Álvarez, Andrés F. Valencia, Álvaro Á. Orozco
Automatic Peripheral Nerve Segmentation in Presence of Multiple Annotators. CIARP (2017)
Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco
Spatial Resolution Enhancement in Ultrasound Images from Multiple Annotators Knowledge. CIARP (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)
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)
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)