Behavior Knowledge Space-Based Fusion for Copy-Move Forgery Detection. - Anselmo Ferreira; Siovani Cintra Felipussi; Carlos Alfaro 002; Pablo Fonseca; John E. Vargas-Munoz; Jefersson A. dos Santos; Anderson Rocha 001 (IEEE Trans. Image Process., 2016)

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 (IGARSS, 2017)

Multilabel Building Functions Classification from Ground Pictures using Convolutional Neural Networks. - Shivangi Srivastava; John E. Vargas-Muñoz; David Swinkels; Devis Tuia (GeoAI@SIGSPATIAL, 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 (IGARSS, 2018)

Interactive Coconut Tree Annotation Using Feature Space Projections. - John E. Vargas-Muñoz; Ping Zhou; Alexandre X. Falcão; Devis Tuia (IGARSS, 2019)

Correcting rural building annotations in OpenStreetMap using convolutional neural networks. - John E. Vargas-Muñoz; Sylvain Lobry; Alexandre X. Falcão; Devis Tuia (CoRR, 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)

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)

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)

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 002 (CoRR, 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)

Towards Efficient Correction of Coconut Tree Detection Errors. - John E. Vargas-Muñoz; Diego Schibli; Devis Tuia (IGARSS, 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 002; Konrad Schindler; Devis Tuia (CoRR, 2022)

Estimating Fine-Grained Population Growth Rates from Coarse Census Data. - John E. Vargas-Muñoz; Nando Metzger; Rodrigo Caye Daudt; Konrad Schindler; Devis Tuia (IGARSS, 2024)