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João Gabriel Vinholi
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CNN-based change detection algorithm for wavelength-resolution SAR images
JG Vinholi, D Silva, R Machado, MI Pettersson
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2020
202020
Change detection based on convolutional neural networks using stacks of wavelength-resolution synthetic aperture radar images
JG Vinholi, BG Palm, D Silva, R Machado, MI Pettersson
IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2022
92022
Enhancing Change Detection in Ultra-Wideband VHF SAR Imagery: An Entropy-Based Approach with Median Ground Scene Masking
PR Branco da Silva, JG Vinholi, D Irion Alves, R Machado
IEEE Transactions on Geoscience and Remote Sensing, 2024
22024
Multi-Sensor Diffusion-Driven Optical Image Translation for Large-Scale Applications
JG Vinholi, M Chini, A Amziane, R Machado, D Silva, P Matgen
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024
2024
Optical Image Translation Using Diffusion Models in Support of Heterogeneous Change Detection
JG Vinholi, M Chini, A Amziane, P Matgen, R Machado
IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024
2024
Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case
JG Vinholi, M Chini, A Amziane, R Machado, D Silva, P Matgen
arXiv preprint arXiv:2404.11243, 2024
2024
Deep learning for automatic flood mapping from high resolution SAR images
A Dupeyrat, J Vinholi
EGU General Assembly Conference Abstracts, EGU-6790, 2023
2023
AI-based anomaly detection system for SAR data
JG Vinholi, M Arbenina
EGU23, 2023
2023
Parity Information Aided Iterative Multistage Decoding for Multilevel LDPC Codes
JG Vinholi, D Silva
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