Julián Gil González

15 papers C 3Misc 1Journal 5Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	3D probe localization from 2D ultrasound images using an RFF-enhanced deep neural network. EMBC W. Cárdenas-Bedoya, S. Gil-González, David Cárdenas-Peña, Julián Gil González, Álvaro-Ángel Orozco-Gutiérrez, Oscar David Aguirre-Ospina
2024	—	`conf`	Breast Cancer Tissue Classification from Multiple Annotators using Chained Deep Learning Approaches. EMBC Andrés Felipe Valencia-Duque, David Augusto Cárdenas-Peña, Julián Gil González, Álvaro-Ángel Orozco-Gutiérrez, Genaro Daza-Santacoloma
2024	J	`jnl`	Crop Water Status Analysis from Complex Agricultural Data Using UMAP-Based Local Biplot. Remote. Sens. Jenniffer Carolina Triana-Martinez, Andrés Marino Álvarez-Meza, Julián Gil González, Tom De Swaef, Jose Armando Fernandez-Gallego
2023	J	`jnl`	Chained Deep Learning Using Generalized Cross-Entropy for Multiple Annotators Classification. Sensors Jenniffer Carolina Triana-Martinez, Julián Gil González, Jose Armando Fernandez-Gallego, Andrés Marino Álvarez-Meza, César Germán Castellanos-Domínguez
2023	J	`jnl`	Correlated Chained Gaussian Processes for Datasets With Multiple Annotators. IEEE Trans. Neural Networks Learn. Syst. Julián Gil González, Juan-José Giraldo, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutiérrez, Mauricio A. Álvarez
2021	—	`—`	A supervised learning framework in the context of multiple annotators Julián Gil González
2021	J	`jnl`	Learning from multiple inconsistent and dependent annotators to support classification tasks. Neurocomputing Julián Gil González, Álvaro-Ángel Orozco-Gutiérrez, Andrés Álvarez-Meza
2018	C	`conf`	Gaussian Processes Regression with Multiple Annotators: When the Annotator Performance Is Not Homogeneous. CIARP Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco
2018	J	`jnl`	Learning from multiple annotators using kernel alignment. Pattern Recognit. Lett. Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
2017	C	`conf`	Automatic Peripheral Nerve Segmentation in Presence of Multiple Annotators. CIARP Julián Gil González, Andrés M. Álvarez, Andrés F. Valencia, Álvaro Á. Orozco
2016	—	`conf`	A probabilistic framework based on SLIC-superpixel and Gaussian processes for segmenting nerves in ultrasound images. EMBC Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco
2016	C	`conf`	Spatial Resolution Enhancement in Ultrasound Images from Multiple Annotators Knowledge. CIARP Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco
2015	—	`conf`	Automatic assessment of voice quality in the context of multiple annotations. EMBC Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco
2015	—	`conf`	Automatic segmentation of nerve structures in ultrasound images using Graph Cuts and Gaussian processes. EMBC Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco
2015	Misc	`conf`	Peripheral Nerves Segmentation in Ultrasound Images Using Non-linear Wavelets and Gaussian Processes. IbPRIA Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco