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ORCIDJulián Gil González
Person information
- affiliation: Technological University of Pereira, Colombia
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Journal Articles
- 2024
[j5]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): 2854 (2024)- 2023
- [j4]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): 3518 (2023) - [j3]Julián Gil González, Juan-José Giraldo, Andrés Marino Álvarez-Meza, Álvaro-Ángel Orozco-Gutiérrez, Mauricio A. Álvarez:
Correlated Chained Gaussian Processes for Datasets With Multiple Annotators. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4514-4528 (2023) - 2021
- [j2]Julián Gil González, Álvaro-Ángel Orozco-Gutiérrez, Andrés Álvarez-Meza:
Learning from multiple inconsistent and dependent annotators to support classification tasks. Neurocomputing 423: 236-247 (2021) - 2018
- [j1]Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez:
Learning from multiple annotators using kernel alignment. Pattern Recognit. Lett. 116: 150-156 (2018)
Conference and Workshop Papers
- 2024
- [c9]W. Cárdenas-Bedoya, S. Gil-González, David Cárdenas-Peña, Julián Gil González, Álvaro-Ángel Orozco-Gutiérrez, Oscar David Aguirre-Ospina:
3D probe localization from 2D ultrasound images using an RFF-enhanced deep neural network. EMBC 2024: 1-4 - [c8]Andrés Felipe Valencia-Duque, David Augusto Cárdenas-Peña, Julián Gil González, Álvaro-Ángel Orozco-Gutiérrez, Genaro Daza-Santacoloma:
Breast Cancer Tissue Classification from Multiple Annotators using Chained Deep Learning Approaches. EMBC 2024: 1-4 - 2018
- [c7]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: 91-99 - 2017
- [c6]Julián Gil González, Andrés M. Álvarez, Andrés F. Valencia, Álvaro Á. Orozco:
Automatic Peripheral Nerve Segmentation in Presence of Multiple Annotators. CIARP 2017: 246-254 - 2016
- [c5]Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco:
Spatial Resolution Enhancement in Ultrasound Images from Multiple Annotators Knowledge. CIARP 2016: 502-510 - [c4]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: 4133-4136 - 2015
- [c3]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: 3089-3092 - [c2]Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco:
Automatic assessment of voice quality in the context of multiple annotations. EMBC 2015: 6236-6239 - [c1]Julián Gil González, Mauricio A. Álvarez, Álvaro Á. Orozco:
Peripheral Nerves Segmentation in Ultrasound Images Using Non-linear Wavelets and Gaussian Processes. IbPRIA 2015: 603-611
Coauthor Index
aka: Álvaro Ángel Orozco-Guitiérrez
aka: Álvaro Ángel Orozco
aka: Álvaro Á. Orozco
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