John E. Vargas-Munoz

According to our database, John E. Vargas-Munoz authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Estimating Fine-Grained Population Growth Rates from Coarse Census Data.

John E. Vargas-Muñoz, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler, Devis Tuia

Proceedings of the IGARSS 2024, 2024

2022

Fine-grained Population Mapping from Coarse Census Counts and Open Geodata.

Nando Metzger, John E. Vargas-Muñoz, Rodrigo Caye Daudt, Benjamin Kellenberger, Thao Ton-That Whelan, Ferda Ofli, Muhammad Imran, Konrad Schindler, Devis Tuia

CoRR, 2022

Towards Efficient Correction of Coconut Tree Detection Errors.

John E. Vargas-Muñoz, Diego Schibli, Devis Tuia

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient.

John E. Vargas-Muñoz, Devis Tuia, Alexandre X. Falcão

Int. J. Geogr. Inf. Sci., 2021

Mapping Vulnerable Populations with AI.

Benjamin Kellenberger, John E. Vargas-Muñoz, Devis Tuia, Rodrigo Caye Daudt, Konrad Schindler, Thao T.-T. Whelan, Brenda Ayo, Ferda Ofli, Muhammad Imran

CoRR, 2021

2020

Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data.

Shivangi Srivastava, John E. Vargas-Munoz, Sylvain Lobry, Devis Tuia

Int. J. Geogr. Inf. Sci., 2020

2019

An Iterative Spanning Forest Framework for Superpixel Segmentation.

John E. Vargas-Munoz, Ananda S. Chowdhury, Eduardo Barreto-Alexandre, Felipe L. Galvão, Paulo André Vechiatto Miranda, Alexandre X. Falcão

IEEE Trans. Image Process., 2019

Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution.

Shivangi Srivastava, John E. Vargas-Muñoz, Devis Tuia

CoRR, 2019

Correcting rural building annotations in OpenStreetMap using convolutional neural networks.

John E. Vargas-Muñoz, Sylvain Lobry, Alexandre X. Falcão, Devis Tuia

CoRR, 2019

Interactive Coconut Tree Annotation Using Feature Space Projections.

John E. Vargas-Muñoz, Ping Zhou, Alexandre X. Falcão, Devis Tuia

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence.

John E. Vargas-Munoz, Diego Marcos, Sylvain Lobry, Jefersson A. dos Santos, Alexandre X. Falcão, Devis Tuia

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multilabel Building Functions Classification from Ground Pictures using Convolutional Neural Networks.

Shivangi Srivastava, John E. Vargas-Muñoz, David Swinkels, Devis Tuia

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2018

2017

Post classification smoothing in sub-decimeter resolution images with semi-supervised label propagation.

John E. Vargas-Munoz, Devis Tuia, Jefersson A. dos Santos, Alexandre X. Falcão

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Behavior Knowledge Space-Based Fusion for Copy-Move Forgery Detection.

Anselmo Ferreira, Siovani Cintra Felipussi, Carlos Alfaro, Pablo Fonseca, John E. Vargas-Munoz, Jefersson A. dos Santos, Anderson Rocha

IEEE Trans. Image Process., 2016