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AYANA: Télédétection et IA embarqués pour le "New Space"

Homepage: team.inria.fr
Alternate name: AYANA: AI and Remote Sensing on board for the New Space
ROR: 0331z0d02
OpenAlex ID: I4405260021
An Unsupervised Retinal Vessel Extraction and Segmentation Method Based On a Tube Marked Point Process Model
2020 · Tianyu Li, Mary Comer, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 16
Small Object Detection and Tracking in Satellite Videos With Motion Informed-CNN and GM-PHD Filter
2022 · Camilo Aguilar, Mathias Ortner, et al. · Frontiers in Signal Processing · 13
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Generative Adversarial Networks as a Novel Approach for Tectonic Fault and Fracture Extraction in High-resolution Satellite and Airborne Optical Images
2020 · B. Jafrasteh, I. Manighetti, et al. · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 12
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Semantic Segmentation of Remote Sensing Images Combining Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks
2021 · Martina Pastorino, Gabriele Moser, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 4
Multiresolution Fusion and Classification of Hyperspectral and Panchromatic Remote Sensing Images
2025 · Martina Pastorino, Gabriele Moser, et al. · IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) · 3
AYANet: A Gabor Wavelet-Based and CNN-Based Double Encoder for Building Change Detection in Remote Sensing
2024 · Priscilla Indira Osa, Josiane Zerubia, et al. · Lecture notes in computer science · 3
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Enhanced GM-PHD Filter for Real Time Satellite Multi-Target Tracking
2023 · Camilo Aguilar, Mathias Ortner, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 3
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Point process and CNN for small object detection in satellite images
2022 · Jules Mabon, Mathias Ortner, et al. · Image and signal processing for remote sensing. Conference · 3
CNN-Based Energy Learning for MPP Object Detection in Satellite Images
2022 · J. Mabon, M. Ortner, et al. · Machine learning for signal processing ... · 3
Semantic Segmentation of SAR Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models
2022 · Martina Pastorino, Gabriele Moser, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 3
Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification
2021 · Martina Pastorino, Gabriele Moser, et al. · European Signal Processing Conference (EUSIPCO) · 3
Convolutional Neural Networks Meet Markov Random Fields for Semantic Segmentation of Remote Sensing Images
2024 · Martina Pastorino, Gabriele Moser, et al. · CRC Press eBooks · 2
Graph Based Approach for Galaxy Filament Extraction
2024 · Louis Hauseux, Konstantin Avrachenkov, et al. · Studies in computational intelligence · 2
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Multimission, Multifrequency, and Multiresolution SAR Image Classification Through Hierarchical Markov Models and Convolutional Networks
2024 · Martina Pastorino, Gabriele Moser, et al. · IEEE Geoscience and Remote Sensing Letters · 2
A Causal Hierarchical Markov Framework for the Classification of Multiresolution and Multisensor Remote Sensing Images
2020 · A. Montaldo, L. Fronda, et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2
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How can we theoretically measure the performance of density-based clustering algorithms?
2025 · Louis HAUSEUX · ACM SIGMETRICS Performance Evaluation Review · 1
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Learning and Scoring Point Process Models for Object Detection in Satellite Images
2024 · Jules Mabon, Mathias Ortner, et al. · European Signal Processing Conference (EUSIPCO) · 1
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A Multiresolution Fusion Framework based on Probabilistic Graphical Modeling for Burnt Zones Mapping from Satellite and UAV Imagery
2024 · Martina Pastorino, Gabriele Moser, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 1
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Learning CRF potentials through fully convolutional networks for satellite image semantic segmentation
2023 · Martina Pastorino, Gabriele Moser, et al. · International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) · 1
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A Two-Stage Road Segmentation Approach for Remote Sensing Images
2023 · Tianyu Li, Mary Comer, et al. · Lecture notes in computer science · 1
GAN and U-net abilities to automate tectonic fault mapping in remote sensing optical images
2020 · Bahram Jafrasteh, Isabelle Manighetti, et al. · 1
Multi-Modal, Training-Free Crack Extraction via Generalized Frangi Graph
2026 · Hauseux, Louis, Antoine, Raphaël, et al. · HAL
Segmentation sémantique en télédétection
2026 · Pastorino, Martina, Moser, Gabriele, et al. · HAL
Time-Series-to-Time-Series Translation for Optical Vegetation Index Reconstruction Using Synthetic Aperture Radar Intensity Data
2026 · Osa, Priscilla Indira, Jepsen, Jane Uhd, et al. · HAL
Joint Deep Missing Value Imputation and Clustering of Satellite Image Time Series
2025 · Priscilla Indira Osa, Gabriele Moser, et al. · European Signal Processing Conference (EUSIPCO)
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Works count: 35
Citation count: 137
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