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Journal Articles
- 2021
[j4]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): 1725-1745 (2021)- 2020
- [j3]Shivangi Srivastava, John E. Vargas-Munoz, Sylvain Lobry, Devis Tuia:
Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data. Int. J. Geogr. Inf. Sci. 34(6): 1117-1136 (2020) - 2019
- [j2]John E. Vargas-Munoz, Ananda S. Chowdhury, Eduardo Barreto-Alexandre, Felipe L. Galvão, Paulo André Vechiatto Miranda, Alexandre X. Falcão:
An Iterative Spanning Forest Framework for Superpixel Segmentation. IEEE Trans. Image Process. 28(7): 3477-3489 (2019) - 2016
- [j1]Anselmo Ferreira, Siovani Cintra Felipussi, Carlos Alfaro, Pablo Fonseca, John E. Vargas-Munoz, Jefersson A. dos Santos, Anderson Rocha:
Behavior Knowledge Space-Based Fusion for Copy-Move Forgery Detection. IEEE Trans. Image Process. 25(10): 4729-4742 (2016)
Conference and Workshop Papers
- 2024
- [c6]John E. Vargas-Muñoz, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler, Devis Tuia:
Estimating Fine-Grained Population Growth Rates from Coarse Census Data. IGARSS 2024: 4610-4613 - 2022
- [c5]John E. Vargas-Muñoz, Diego Schibli, Devis Tuia:
Towards Efficient Correction of Coconut Tree Detection Errors. IGARSS 2022: 5065-5068 - 2019
- [c4]John E. Vargas-Muñoz, Ping Zhou, Alexandre X. Falcão, Devis Tuia:
Interactive Coconut Tree Annotation Using Feature Space Projections. IGARSS 2019: 5718-5721 - 2018
- [c3]Shivangi Srivastava, John E. Vargas-Muñoz, David Swinkels, Devis Tuia:
Multilabel Building Functions Classification from Ground Pictures using Convolutional Neural Networks. GeoAI@SIGSPATIAL 2018: 43-46 - [c2]John E. Vargas-Munoz, Diego Marcos, Sylvain Lobry, Jefersson A. dos Santos, Alexandre X. Falcão, Devis Tuia:
Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence. IGARSS 2018: 1284-1287 - 2017
- [c1]John E. Vargas-Munoz, Devis Tuia, Jefersson A. dos Santos, Alexandre X. Falcão:
Post classification smoothing in sub-decimeter resolution images with semi-supervised label propagation. IGARSS 2017: 3688-3691
Informal and Other Publications
- 2022
- [i6]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 abs/2211.04039 (2022) - 2021
- [i5]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 abs/2107.14123 (2021) - 2020
- [i4]John E. Vargas-Muñoz, Devis Tuia, Alexandre X. Falcão:
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient. CoRR abs/2009.08188 (2020) - 2019
- [i3]John E. Vargas-Muñoz, Sylvain Lobry, Alexandre X. Falcão, Devis Tuia:
Correcting rural building annotations in OpenStreetMap using convolutional neural networks. CoRR abs/1901.08190 (2019) - [i2]Shivangi Srivastava, John E. Vargas-Muñoz, Devis Tuia:
Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution. CoRR abs/1905.01752 (2019) - 2018
- [i1]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 abs/1801.10041 (2018)
Coauthor Index
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