A Contrastive Learning Foundation Model Based on Perfectly Aligned Sample Pairs for Remote Sensing Images
Fuente:
arXiv
Saved in:
| Main Authors: | Shen, Hengtong, Gu, Haiyan, Li, Haitao, Yang, Yi, Qiu, Agen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Image Fusion in Remote Sensing: An Overview and Meta Analysis
by: Albanwan, Hessah, et al.
Published: (2024)
by: Albanwan, Hessah, et al.
Published: (2024)
An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images
by: Jiang, Menghui, et al.
Published: (2021)
by: Jiang, Menghui, et al.
Published: (2021)
PGCS: Physical Law embedded Generative Cloud Synthesis in Remote Sensing Images
by: Xu, Liying, et al.
Published: (2024)
by: Xu, Liying, et al.
Published: (2024)
Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution
by: Chen, Bowen, et al.
Published: (2025)
by: Chen, Bowen, et al.
Published: (2025)
Task-Guided Prompting for Unified Remote Sensing Image Restoration
by: Huang, Wenli, et al.
Published: (2026)
by: Huang, Wenli, et al.
Published: (2026)
A Diffusion-Based Framework for Terrain-Aware Remote Sensing Image Reconstruction
by: Yu, Zhenyu, et al.
Published: (2025)
by: Yu, Zhenyu, et al.
Published: (2025)
Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion
by: Shen, Huanfeng, et al.
Published: (2021)
by: Shen, Huanfeng, et al.
Published: (2021)
Manifold Constraint Regularization for Remote Sensing Image Generation
by: Su, Xingzhe, et al.
Published: (2023)
by: Su, Xingzhe, et al.
Published: (2023)
Advancing Image Super-resolution Techniques in Remote Sensing: A Comprehensive Survey
by: Qi, Yunliang, et al.
Published: (2025)
by: Qi, Yunliang, et al.
Published: (2025)
On the Adversarial Vulnerabilities of Transfer Learning in Remote Sensing
by: Bai, Tao, et al.
Published: (2025)
by: Bai, Tao, et al.
Published: (2025)
Super-Resolution for Remote Sensing Imagery via the Coupling of a Variational Model and Deep Learning
by: Sun, Jing, et al.
Published: (2024)
by: Sun, Jing, et al.
Published: (2024)
Real-World Remote Sensing Image Dehazing: Benchmark and Baseline
by: Zhu, Zeng-Hui, et al.
Published: (2025)
by: Zhu, Zeng-Hui, et al.
Published: (2025)
Ultra-Low Complexity On-Orbit Compression for Remote Sensing Imagery via Block Modulated Imaging
by: Wang, Zhibin, et al.
Published: (2024)
by: Wang, Zhibin, et al.
Published: (2024)
Text-RSIR: A Text-Guided Framework for Efficient Remote Sensing Image Transmission and Reconstruction
by: Yang, Hao, et al.
Published: (2026)
by: Yang, Hao, et al.
Published: (2026)
Boosting Multimodal Remote Sensing Image Classification with Transformer-based Heterogeneously Salient Graph Representation
by: Yang, Jiaqi, et al.
Published: (2023)
by: Yang, Jiaqi, et al.
Published: (2023)
Exploiting Inter-Image Similarity Prior for Low-Bitrate Remote Sensing Image Compression
by: Li, Junhui, et al.
Published: (2024)
by: Li, Junhui, et al.
Published: (2024)
L-UNet: An LSTM Network for Remote Sensing Image Change Detection
by: Sun, Shuting, et al.
Published: (2026)
by: Sun, Shuting, et al.
Published: (2026)
An Advanced Features Extraction Module for Remote Sensing Image Super-Resolution
by: Sultan, Naveed, et al.
Published: (2024)
by: Sultan, Naveed, et al.
Published: (2024)
Intriguing Property and Counterfactual Explanation of GAN for Remote Sensing Image Generation
by: Su, Xingzhe, et al.
Published: (2023)
by: Su, Xingzhe, et al.
Published: (2023)
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing
by: Hackstein, Jakob, et al.
Published: (2024)
by: Hackstein, Jakob, et al.
Published: (2024)
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation
by: Gao, Feng, et al.
Published: (2025)
by: Gao, Feng, et al.
Published: (2025)
PPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation
by: Hu, Yin, et al.
Published: (2024)
by: Hu, Yin, et al.
Published: (2024)
Single-Step Latent Consistency Model for Remote Sensing Image Super-Resolution
by: Sun, Xiaohui, et al.
Published: (2025)
by: Sun, Xiaohui, et al.
Published: (2025)
FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model
by: Peng, Siran, et al.
Published: (2024)
by: Peng, Siran, et al.
Published: (2024)
Representative Spectral Correlation Network for Multi-source Remote Sensing Image Classification
by: Gong, Chuanzheng, et al.
Published: (2026)
by: Gong, Chuanzheng, et al.
Published: (2026)
Exploring Distortion Prior with Latent Diffusion Models for Remote Sensing Image Compression
by: Li, Junhui, et al.
Published: (2024)
by: Li, Junhui, et al.
Published: (2024)
RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation
by: Zhang, Jie, et al.
Published: (2024)
by: Zhang, Jie, et al.
Published: (2024)
Spatiotemporal Diffusion Model with Paired Sampling for Accelerated Cardiac Cine MRI
by: Qiu, Shihan, et al.
Published: (2024)
by: Qiu, Shihan, et al.
Published: (2024)
Sampling Innovation-Based Adaptive Compressive Sensing
by: Tian, Zhifu, et al.
Published: (2025)
by: Tian, Zhifu, et al.
Published: (2025)
Enhancing Perception Quality in Remote Sensing Image Compression via Invertible Neural Network
by: Li, Junhui, et al.
Published: (2024)
by: Li, Junhui, et al.
Published: (2024)
reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis
by: Clasen, Kai Norman, et al.
Published: (2024)
by: Clasen, Kai Norman, et al.
Published: (2024)
Pixel Perfect MegaMed: A Megapixel-Scale Vision-Language Foundation Model for Generating High Resolution Medical Images
by: TehraniNasab, Zahra, et al.
Published: (2025)
by: TehraniNasab, Zahra, et al.
Published: (2025)
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing Images
by: Wu, Hanlin, et al.
Published: (2024)
by: Wu, Hanlin, et al.
Published: (2024)
Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution
by: Sui, Jialu, et al.
Published: (2024)
by: Sui, Jialu, et al.
Published: (2024)
Multi-modal Uncertainty Robust Tree Cover Segmentation For High-Resolution Remote Sensing Images
by: Gui, Yuanyuan, et al.
Published: (2025)
by: Gui, Yuanyuan, et al.
Published: (2025)
Adaptive Rectangular Convolution for Remote Sensing Pansharpening
by: Wang, Xueyang, et al.
Published: (2025)
by: Wang, Xueyang, et al.
Published: (2025)
Prototype-Based Information Compensation Network for Multi-Source Remote Sensing Data Classification
by: Gao, Feng, et al.
Published: (2025)
by: Gao, Feng, et al.
Published: (2025)
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models
by: Yu, Weikang, et al.
Published: (2023)
by: Yu, Weikang, et al.
Published: (2023)
Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing
by: Rossi, Leonardo, et al.
Published: (2024)
by: Rossi, Leonardo, et al.
Published: (2024)
DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model
by: Zhao, Zhicheng, et al.
Published: (2025)
by: Zhao, Zhicheng, et al.
Published: (2025)
Similar Items
-
Image Fusion in Remote Sensing: An Overview and Meta Analysis
by: Albanwan, Hessah, et al.
Published: (2024) -
An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images
by: Jiang, Menghui, et al.
Published: (2021) -
PGCS: Physical Law embedded Generative Cloud Synthesis in Remote Sensing Images
by: Xu, Liying, et al.
Published: (2024) -
Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution
by: Chen, Bowen, et al.
Published: (2025) -
Task-Guided Prompting for Unified Remote Sensing Image Restoration
by: Huang, Wenli, et al.
Published: (2026)