Pedro Juan Soto Vega

16
Documents
Affiliations actuelles
  • Vision et Analyse de Données (LABISEN-VISION-AD)
  • Autonomous Robots (LABISEN-AUTOROB)
Identifiants chercheurs
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Publications

Publications

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ENHANCING DEFORESTATION DETECTION THROUGH DOMAIN ADAPTATION WITH UNCERTAINTY ESTIMATION

Luiz Fernando de Moura , Pedro Juan Soto Vega , Alexandre Gilson , Pedro Ostwald , Guilherme Lucio et al.

Simpósio Brasileiro de Sensoramiento Remoto, Apr 2025, Salvador (Bahia), Brazil

Communication dans un congrès hal-05081923v1

Anomaly Detection via Reverse Distillation For Ocean Environments Preservation

Pedro Soto Vega , Thibault Napoléon , Henrique Fagundes Gasparoto , Titouan Verdu

OCEANS 2025 Brest, IEEE, Jun 2025, BREST, France. pp.1-7, ⟨10.1109/OCEANS58557.2025.11104612⟩

Communication dans un congrès hal-05224392v1
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Détection d'incendie par identification d'anomalies utilisant la distillation

Pedro Juan Soto Vega , Thibault Napoléon , Henrique Fagundes Gasparoto , Titouan Verdu

ORASIS 2025, ISEN Yncréa Ouest, Jun 2025, Le Croisic, France

Communication dans un congrès hal-05131239v1

Challenges and Innovations in Drone and Autonomous Vehicle Simulators and Controllers

Anne-Charlotte Arnold , Henrique Fagundes Gasparoto , Jean-Philippe Brunet , Pedro Soto Vega , Pierre Violante

OCEANS 2025 Brest, IEEE, Jun 2025, BREST, France. pp.1-10, ⟨10.1109/OCEANS58557.2025.11104267⟩

Communication dans un congrès hal-05224423v1

Design, Fast-Prototyping, and Test of an Air-Water Buoy-Based Drone for Affordable Remote Oceanic Monitoring

Henrique Fagundes Gasparoto , Titouan Verdu , Pedro Soto Vega

OCEANS 2025 Brest, IEEE, Jun 2025, BREST, France. pp.1-7, ⟨10.1109/OCEANS58557.2025.11104324⟩

Communication dans un congrès hal-05224336v1
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Deep-Sea Fauna Segmentation: A Comparative Analysis of Convolutional and Vision Transformer Architectures at Lucky Strike Vent Field

Pedro Soto Vega , Gustavo Andrade-Miranda , Gilson da Costa , Panagiotis Papadakis , Marjolaine Matabos et al.

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Nov 2024, Belém, Brazil. pp.387-395, ⟨10.5194/isprs-annals-X-3-2024-387-2024⟩

Communication dans un congrès hal-04772781v1
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Assessing the Generalization Capacity of Convolutional Neural Networks and Vision Transformers for Deforestation Detection in Tropical Biomes

Pedro J Soto Vega , Daliana Lobo Torres , Gustavo X Andrade-Miranda , Gilson a O P da Costa , Raul Queiroz Feitosa

ISPRS Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Nov 2024, Belem, Brazil. pp.519 - 525, ⟨10.5194/isprs-archives-xlviii-3-2024-519-2024⟩

Communication dans un congrès hal-04773102v1
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Prediction of Acute Pulmonary Toxicity Events with 3D Convolutional Neural Networks from Radiotherapy Dose Maps

Pedro Juan Soto Vega , Vincent Bourbonne , Wistan Marchadour , Gustavo Andrade-Miranda , Francois Lucia et al.

ICCR 2024: XXth International Conference on the use of Computers in Radiation therapy, Jul 2024, Lyon, France

Communication dans un congrès hal-04655207v1
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Unsupervised multi-target domain adaptation for deforestation detection in tropical rainforest

Mabel X Ortega Adarme , Gilson a O P da Costa , Pedro J Soto Vega , Christian Heipke , Raul Q Feitosa

ISPRS Annaals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Nov 2024, Belem, Brazil. pp.293-302, ⟨10.5194/isprs-annals-x-3-2024-293-2024⟩

Communication dans un congrès hal-04773252v1
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A DEBIASING VARIATIONAL AUTOENCODER FOR DEFORESTATION MAPPING

M X Ortega Adarme , P J Soto Vega , G a O P Costa , R Q Feitosa , C Heipke

39th International Symposium on Remote Sensing of Environment (ISRSE-39) “From Human Needs to SDGs”, Apr 2023, Antalya (Turkey), Turkey. pp.217 - 223, ⟨10.5194/isprs-archives-xlviii-m-1-2023-217-2023⟩

Communication dans un congrès hal-05249461v1
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Adversarial domain adaptation for deforestation detection in remote sensing imagery

José Matheus Fonseca dos Santos , Pedro Juan Soto Vega , Guilherme Lucio Abelha Mota , Gilson Alexandre Ostwald Pedro da Costa

Ecological Informatics, 2025, 89, ⟨10.1016/j.ecoinf.2025.103124⟩

Article dans une revue hal-05084265v1
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Enhancing Deforestation Detection Through Multi-Domain Adaptation with Uncertainty Estimation

Luiz Fernando de Moura , Pedro Juan Soto Vega , Gilson Alexandre Ostwald Pedro da Costa , Guilherme Lucio Abelha Mota

Forests, 2025, 16, ⟨10.3390/f16050742⟩

Article dans une revue hal-05081930v1
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Convolutional neural networks for hydrothermal vents substratum classification: An introspective study

Pedro Juan Soto Vega , Panagiotis Papadakis , Marjolaine Matabos , Loïc Van Audenhaege , Annah Ramiere et al.

Ecological Informatics, 2024, 80, pp.102535. ⟨10.1016/j.ecoinf.2024.102535⟩

Article dans une revue hal-04500874v1
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Exploring transformer reliability in clinically significant prostate cancer segmentation: A comprehensive in-depth investigation

Gustavo Andrade-Miranda , Pedro Juan Soto Vega , Kamilia Taguelmimt , Hong-Phuong Dang , Dimitris Visvikis et al.

Computerized Medical Imaging and Graphics, 2024, 118, pp.102459. ⟨10.1016/j.compmedimag.2024.102459⟩

Article dans une revue hal-04792689v1
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Weakly Supervised Domain Adversarial Neural Network for Deforestation Detection in Tropical Forests

Pedro Juan Soto Vega , Gilson Alexandre Ostwald Pedro da Costa , Mabel Ximena Ortega Adarme , José David Bermúdez Castro , Raul Queiroz Feitosa

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16, pp.10264 - 10278. ⟨10.1109/jstars.2023.3327573⟩

Article dans une revue hal-05237622v1