John E. Vargas-Muñoz

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 10

Top Topics

Multilabel Classification

Machine Learning

Convolutional Neural Networks

Top Venues

GeoAI@SIGSPATIAL

Int. J. Geogr. Inf. Sci.

Publications

John E. Vargas-Muñoz, Diego Schibli, Devis Tuia
Towards Efficient Correction of Coconut Tree Detection Errors. IGARSS (2022)
Nando Metzger, John E. Vargas-Muñoz, Rodrigo Caye Daudt, Benjamin Kellenberger, Thao Ton-That Whelan, Ferda Ofli, Muhammad Imran, Konrad Schindler, Devis Tuia
Fine-grained Population Mapping from Coarse Census Counts and Open Geodata. CoRR (2022)
John E. Vargas-Muñoz, Devis Tuia, Alexandre X. Falcão
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient. Int. J. Geogr. Inf. Sci. 35 (9) (2021)
Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo Caye Daudt, Konrad Schindler, Thao T.-T. Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran
Mapping Vulnerable Populations with AI. CoRR (2021)
John E. Vargas-Muñoz, Devis Tuia, Alexandre X. Falcão
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient. CoRR (2020)
John E. Vargas-Muñoz, Ping Zhou, Alexandre X. Falcão, Devis Tuia
Interactive Coconut Tree Annotation Using Feature Space Projections. IGARSS (2019)
Shivangi Srivastava, John E. Vargas-Muñoz, Devis Tuia
Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution. CoRR (2019)
John E. Vargas-Muñoz, Sylvain Lobry, Alexandre X. Falcão, Devis Tuia
Correcting rural building annotations in OpenStreetMap using convolutional neural networks. CoRR (2019)
Shivangi Srivastava, John E. Vargas-Muñoz, David Swinkels, Devis Tuia
Multilabel Building Functions Classification from Ground Pictures using Convolutional Neural Networks. GeoAI@SIGSPATIAL (2018)
John E. Vargas-Muñoz, Ananda S. Chowdhury, Eduardo Barreto-Alexandre, Felipe L. Galvão, Paulo André Vechiatto Miranda, Alexandre X. Falcão
An Iterative Spanning Forest Framework for Superpixel Segmentation. CoRR (2018)