An Efficient Remote Sensing Super Resolution Method Exploring Diffusion Priors and Multi-Modal Constraints for Crop Type Mapping
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Songxi, Sui, Tang, Huang, Qunying |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SpecSwin3D: Generating Hyperspectral Imagery from Multispectral Data via Transformer Networks
by: Sui, Tang, et al.
Published: (2025)
by: Sui, Tang, et al.
Published: (2025)
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)
Disentangled Textual Priors for Diffusion-based Image Super-Resolution
by: Jiang, Lei, et al.
Published: (2026)
by: Jiang, Lei, et al.
Published: (2026)
SlimDiffSR: Toward Lightweight and Efficient Remote Sensing Image Super-Resolution via Diffusion Model Distillation
by: Wang, Ce, et al.
Published: (2026)
by: Wang, Ce, et al.
Published: (2026)
YOLO-RS: Remote Sensing Enhanced Crop Detection Methods
by: Xiao, Linlin, et al.
Published: (2025)
by: Xiao, Linlin, et al.
Published: (2025)
Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
by: Xiao, Yi, et al.
Published: (2025)
by: Xiao, Yi, et al.
Published: (2025)
Remote Sensing Image Super-Resolution for Imbalanced Textures: A Texture-Aware Diffusion Framework
by: Zhang, Enzhuo, et al.
Published: (2026)
by: Zhang, Enzhuo, et al.
Published: (2026)
ESC-MISR: Enhancing Spatial Correlations for Multi-Image Super-Resolution in Remote Sensing
by: Zhang, Zhihui, et al.
Published: (2024)
by: Zhang, Zhihui, et al.
Published: (2024)
Dual-Branch Remote Sensing Infrared Image Super-Resolution
by: Ge, Xining, et al.
Published: (2026)
by: Ge, Xining, et al.
Published: (2026)
Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution
by: Xiao, Yi, et al.
Published: (2024)
by: Xiao, Yi, et al.
Published: (2024)
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior
by: Wang, Ce, et al.
Published: (2024)
by: Wang, Ce, et al.
Published: (2024)
HIMOSA: Efficient Remote Sensing Image Super-Resolution with Hierarchical Mixture of Sparse Attention
by: Liu, Yi, et al.
Published: (2025)
by: Liu, Yi, 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)
Learning to Balance: Decoupled Siamese Diffusion Transformer for Reference-Based Remote Sensing Image Super-Resolution
by: Luo, Bin, et al.
Published: (2026)
by: Luo, Bin, et al.
Published: (2026)
Efficient Multi-Resolution Fusion for Remote Sensing Data with Label Uncertainty
by: Vakharia, Hersh, et al.
Published: (2024)
by: Vakharia, Hersh, et al.
Published: (2024)
CT-Conditioned Diffusion Prior with Physics-Constrained Sampling for PET Super-Resolution
by: Yang, Liutao, et al.
Published: (2026)
by: Yang, Liutao, et al.
Published: (2026)
Exploiting Diffusion Prior for Real-World Image Super-Resolution
by: Wang, Jianyi, et al.
Published: (2023)
by: Wang, Jianyi, et al.
Published: (2023)
TTRD3: Texture Transfer Residual Denoising Dual Diffusion Model for Remote Sensing Image Super-Resolution
by: Liu, Yide, et al.
Published: (2025)
by: Liu, Yide, et al.
Published: (2025)
Controllable Reference Guided Diffusion with Local Global Fusion for Real World Remote Sensing Image Super Resolution
by: Wang, Ce, et al.
Published: (2025)
by: Wang, Ce, et al.
Published: (2025)
Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery
by: Sui, Jialu, et al.
Published: (2024)
by: Sui, Jialu, et al.
Published: (2024)
Scene Prior Filtering for Depth Super-Resolution
by: Wang, Zhengxue, et al.
Published: (2024)
by: Wang, Zhengxue, et al.
Published: (2024)
MSSDF: Modality-Shared Self-supervised Distillation for High-Resolution Multi-modal Remote Sensing Image Learning
by: Wang, Tong, et al.
Published: (2025)
by: Wang, Tong, et al.
Published: (2025)
Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution
by: Chen, Bowen, et al.
Published: (2025)
by: Chen, Bowen, et al.
Published: (2025)
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution
by: Qu, Yunpeng, et al.
Published: (2024)
by: Qu, Yunpeng, et al.
Published: (2024)
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
by: Cui, Qinpeng, et al.
Published: (2024)
by: Cui, Qinpeng, et al.
Published: (2024)
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors
by: Zhang, Aiping, et al.
Published: (2024)
by: Zhang, Aiping, et al.
Published: (2024)
Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution
by: Xiao, Jiahua, et al.
Published: (2024)
by: Xiao, Jiahua, et al.
Published: (2024)
Efficient Remote Sensing with Harmonized Transfer Learning and Modality Alignment
by: Huang, Tengjun
Published: (2024)
by: Huang, Tengjun
Published: (2024)
Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution
by: Mudraje, Ashitha, et al.
Published: (2025)
by: Mudraje, Ashitha, et al.
Published: (2025)
Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion
by: Liang, Quanmin, et al.
Published: (2024)
by: Liang, Quanmin, et al.
Published: (2024)
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)
RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution
by: Wang, Jiangang, et al.
Published: (2024)
by: Wang, Jiangang, et al.
Published: (2024)
Flow-based Gaussian Splatting for Continuous-Scale Remote Sensing Image Super-Resolution
by: Mo, Jiangwei, et al.
Published: (2026)
by: Mo, Jiangwei, et al.
Published: (2026)
Spatial-Frequency Gated Swin Transformer for Remote Sensing Single-Image Super-Resolution
by: Hossain, Md Aminur, et al.
Published: (2026)
by: Hossain, Md Aminur, et al.
Published: (2026)
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior
by: Tsao, Li-Yuan, et al.
Published: (2024)
by: Tsao, Li-Yuan, et al.
Published: (2024)
DiffMap: Enhancing Map Segmentation with Map Prior Using Diffusion Model
by: Jia, Peijin, et al.
Published: (2024)
by: Jia, Peijin, et al.
Published: (2024)
Hero-SR: One-Step Diffusion for Super-Resolution with Human Perception Priors
by: Wang, Jiangang, et al.
Published: (2024)
by: Wang, Jiangang, et al.
Published: (2024)
AMMUNet: Multi-Scale Attention Map Merging for Remote Sensing Image Segmentation
by: Yang, Yang, et al.
Published: (2024)
by: Yang, Yang, et al.
Published: (2024)
Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution
by: Yang, Jiarui, et al.
Published: (2024)
by: Yang, Jiarui, et al.
Published: (2024)
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution
by: Li, Simiao, et al.
Published: (2024)
by: Li, Simiao, et al.
Published: (2024)
Similar Items
-
SpecSwin3D: Generating Hyperspectral Imagery from Multispectral Data via Transformer Networks
by: Sui, Tang, et al.
Published: (2025) -
Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution
by: Sui, Jialu, et al.
Published: (2024) -
Disentangled Textual Priors for Diffusion-based Image Super-Resolution
by: Jiang, Lei, et al.
Published: (2026) -
SlimDiffSR: Toward Lightweight and Efficient Remote Sensing Image Super-Resolution via Diffusion Model Distillation
by: Wang, Ce, et al.
Published: (2026) -
YOLO-RS: Remote Sensing Enhanced Crop Detection Methods
by: Xiao, Linlin, et al.
Published: (2025)