Julián Gil González

According to our database, Julián Gil González authored at least 12 papers between 2015 and 2024.

Collaborative distances:

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

2024

Crop Water Status Analysis from Complex Agricultural Data Using UMAP-Based Local Biplot.

Jenniffer Carolina Triana-Martinez, Andrés Marino Álvarez-Meza, Julián Gil González, Tom De Swaef, Jose Armando Fernandez-Gallego

Remote. Sens., August, 2024

2023

Correlated Chained Gaussian Processes for Datasets With Multiple Annotators.

Julián Gil González, Juan-José Giraldo, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez, Mauricio A. Álvarez

IEEE Trans. Neural Networks Learn. Syst., August, 2023

Chained Deep Learning Using Generalized Cross-Entropy for Multiple Annotators Classification.

Jenniffer Carolina Triana-Martinez, Julián Gil González, Jose Armando Fernandez-Gallego, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez

Sensors, April, 2023

2021

Learning from multiple inconsistent and dependent annotators to support classification tasks.

Julián Gil González, Álvaro-Ángel Orozco-Gutierrez, Andrés Álvarez-Meza

Neurocomputing, 2021

2018

Learning from multiple annotators using kernel alignment.

Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez

Pattern Recognit. Lett., 2018

Gaussian Processes Regression with Multiple Annotators: When the Annotator Performance Is Not Homogeneous.

Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco

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

2017

Automatic Peripheral Nerve Segmentation in Presence of Multiple Annotators.

Julián Gil González, Andrés M. Álvarez, Andrés F. Valencia, Álvaro Á. Orozco

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

2016

A probabilistic framework based on SLIC-superpixel and Gaussian processes for segmenting nerves in ultrasound images.

Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco

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

Spatial Resolution Enhancement in Ultrasound Images from Multiple Annotators Knowledge.

Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco

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

2015

Peripheral Nerves Segmentation in Ultrasound Images Using Non-linear Wavelets and Gaussian Processes.

Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco

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

Automatic assessment of voice quality in the context of multiple annotations.

Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automatic segmentation of nerve structures in ultrasound images using Graph Cuts and Gaussian processes.

Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015