Cover Image

From Spaceborne to Airborne: SAR Image Synthesis Using Foundation Models for Multi-Scale Adaptation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Debuysere, Solene, Trouve, Nicolas, Letheule, Nathan, Leveque, Olivier, Colin, Elise
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Quantitative Comparison of Fine-Tuning Techniques for Pretrained Latent Diffusion Models in the Generation of Unseen SAR Images
by: Debuysère, Solène, et al.
Published: (2025)

Stereo Radargrammetry Using Deep Learning from Airborne SAR Images
by: Sasayama, Tatsuya, et al.
Published: (2025)

On the Status of Foundation Models for SAR Imagery
by: Inkawhich, Nathan
Published: (2025)

SAR Image Synthesis with Diffusion Models
by: Qosja, Denisa, et al.
Published: (2024)

SAR-W-MixMAE: SAR Foundation Model Training Using Backscatter Power Weighting
by: Caglayan, Ali, et al.
Published: (2025)

DNN-based 3D Cloud Retrieval for Variable Solar Illumination and Multiview Spaceborne Imaging
by: Klein, Tamar, et al.
Published: (2024)

Progressive Multi-Level Alignments for Semi-Supervised Domain Adaptation SAR Target Recognition Using Simulated Data
by: Zhang, Xinzheng, et al.
Published: (2024)

Electrooptical Image Synthesis from SAR Imagery Using Generative Adversarial Networks
by: Rosario, Grant, et al.
Published: (2024)

Multi-task SAR Image Processing via GAN-based Unsupervised Manipulation
by: Hu, Xuran, et al.
Published: (2024)

Brain Imaging Foundation Models, Are We There Yet? A Systematic Review of Foundation Models for Brain Imaging and Biomedical Research
by: Ghamizi, Salah, et al.
Published: (2025)

GeoDiff-SAR: A Geometric Prior Guided Diffusion Model for SAR Image Generation
by: Zhang, Fan, et al.
Published: (2026)

Grid-Reg: Detector-Free Gridized Feature Learning and Matching for Large-Scale SAR-Optical Image Registration
by: Wei, Xiaochen, et al.
Published: (2025)

Purely Speckled Intensity Images Need for SAR Despeckling with SDS-SAR
by: Chen, Liang, et al.
Published: (2023)

CCESAR: Coastline Classification-Extraction From SAR Images Using CNN-U-Net Combination
by: Arora, Vidhu, et al.
Published: (2025)

SAR to Optical Image Translation with Color Supervised Diffusion Model
by: Bai, Xinyu, et al.
Published: (2024)

Joint Image De-noising and Enhancement for Satellite-Based SAR
by: Hamidi, Shahrokh
Published: (2024)

GeoDiff-SAR II: 3D-Driven Foundation Diffusion Models for SAR Generation via Decoupled Control
by: Wu, Xuanting, et al.
Published: (2026)

A Deep Learning Approach for SAR Tomographic Imaging of Forested Areas
by: Berenger, Zoé, et al.
Published: (2023)

X-Fake: Juggling Utility Evaluation and Explanation of Simulated SAR Images
by: Huang, Zhongling, et al.
Published: (2024)

Diffusion Probabilistic Models for Compressive SAR Imaging
by: Pappas, Odysseas, et al.
Published: (2025)

Ship Detection in SAR Images with Human-in-the-Loop
by: Jia, Hecheng, et al.
Published: (2024)

Accelerating Diffusion for SAR-to-Optical Image Translation via Adversarial Consistency Distillation
by: Bai, Xinyu, et al.
Published: (2024)

Wavelet-based Bi-dimensional Aggregation Network for SAR Image Change Detection
by: Xie, Jiangwei, et al.
Published: (2024)

DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images
by: Götz, Michael, et al.
Published: (2024)

Block-Based Multi-Scale Image Rescaling
by: Li, Jian, et al.
Published: (2024)

TSGAN: An Optical-to-SAR Dual Conditional GAN for Optical based SAR Temporal Shifting
by: Rangzan, Moien, et al.
Published: (2023)

Knowledge-guided Complex Diffusion Model for PolSAR Image Classification in Contourlet Domain
by: Shi, Junfei, et al.
Published: (2025)

Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis
by: Skorniewska, Zuzanna, et al.
Published: (2025)

SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification
by: Alkhatib, Mohammed Q., et al.
Published: (2024)

Unpaired Object-Level SAR-to-Optical Image Translation for Aircraft with Keypoints-Guided Diffusion Models
by: You, Ruixi, et al.
Published: (2025)

$\mathbfΦ$-GAN: Physics-Inspired GAN for Generating SAR Images Under Limited Data
by: Zhang, Xidan, et al.
Published: (2025)

DiffDet4SAR: Diffusion-based Aircraft Target Detection Network for SAR Images
by: Jie, Zhou, et al.
Published: (2024)

Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis
by: Hu, Yuxiang, et al.
Published: (2024)

Deep Learning Based Speckle Filtering for Polarimetric SAR Images. Application to Sentinel-1
by: Mestre-Quereda, Alejandro, et al.
Published: (2024)

ColonAdapter: Geometry Estimation Through Foundation Model Adaptation for Colonoscopy
by: Jiang, Zhiyi, et al.
Published: (2025)

MM-DINOv2: Adapting Foundation Models for Multi-Modal Medical Image Analysis
by: Scholz, Daniel, et al.
Published: (2025)

Unified Multi-Modal Image Synthesis for Missing Modality Imputation
by: Zhang, Yue, et al.
Published: (2023)

DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model
by: Zhao, Zhicheng, et al.
Published: (2025)

Multi-Scale Structural-aware Exposure Correction for Endoscopic Imaging
by: Garcia-Vega, Axel, et al.
Published: (2022)

Cloud Removal With PolSAR-Optical Data Fusion Using A Two-Flow Residual Network
by: Wang, Yuxi, et al.
Published: (2025)