Pedro Juan Soto Vega

Identifiants chercheurs

IdHAL :

pedro-juan-soto-vega

ORCID :

0000-0001-5396-8531

Publications

Article dans une revue (5)

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
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
Convolutional neural networks for hydrothermal vents substratum classification: An introspective study Pedro Juan Soto Vega,Panagiotis Papadakis,Marjolaine Matabos,Loïc Van Audenhaege,Annah Ramiereet al. Ecological Informatics, 2024, 80, pp.102535. ⟨10.1016/j.ecoinf.2024.102535⟩ Article dans une revue hal-04500874v1
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 Visvikiset al. Computerized Medical Imaging and Graphics, 2024, 118, pp.102459. ⟨10.1016/j.compmedimag.2024.102459⟩ Article dans une revue hal-04792689v1
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

Poster de conférence (1)

Évaluation de la fiabilité des architectures basées sur les Transformers pour la segmentation du cancer de la prostate : une analyse rigoureuse et exhaustive Gustavo Andrade-Miranda,Pedro Juan Soto Vega,Kamilia Taguelmimt,Hong-Phuong Dang,Dimitris Visvikiset al. Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), Mar 2025, Nice, France Poster de conférence hal-04988714v1

Communication dans un congrès (10)

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
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
ENHANCING DEFORESTATION DETECTION THROUGH DOMAIN ADAPTATION WITH UNCERTAINTY ESTIMATION Luiz Fernando de Moura,Pedro Juan Soto Vega,Alexandre Gilson,Pedro Ostwald,Guilherme Lucioet al. Simpósio Brasileiro de Sensoramiento Remoto, Apr 2025, Salvador (Bahia), Brazil Communication dans un congrès hal-05081923v1
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
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
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 Mataboset 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
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 Luciaet al. ICCR 2024: XXth International Conference on the use of Computers in Radiation therapy, Jul 2024, Lyon, France Communication dans un congrès hal-04655207v1
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
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