Lean Learning Beyond Clouds: Efficient Discrepancy-Conditioned Optical-SAR Fusion for Semantic Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Meng, Chenxing, Quan, Wuzhou, Cai, Yingjie, Cao, Liqun, Zhang, Liyan, Wei, Mingqiang |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Perceive, Act and Correct: Confidence Is Not Enough for Hyperspectral Classification
by: Yang, Muzhou, et al.
Published: (2025)
by: Yang, Muzhou, et al.
Published: (2025)
Equal is Not Always Fair: A New Perspective on Hyperspectral Representation Non-Uniformity
by: Quan, Wuzhou, et al.
Published: (2025)
by: Quan, Wuzhou, et al.
Published: (2025)
Lost in UNet: Improving Infrared Small Target Detection by Underappreciated Local Features
by: Quan, Wuzhou, et al.
Published: (2024)
by: Quan, Wuzhou, et al.
Published: (2024)
MM-OVSeg:Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing
by: Wei, Yimin, et al.
Published: (2026)
by: Wei, Yimin, et al.
Published: (2026)
TAR: Text Semantic Assisted Cross-modal Image Registration Framework for Optical and SAR Images
by: Cai, Zhuoyu, et al.
Published: (2026)
by: Cai, Zhuoyu, et al.
Published: (2026)
Cloud-Aware SAR Fusion for Enhanced Optical Sensing in Space Missions
by: Bui, Trong-An, et al.
Published: (2025)
by: Bui, Trong-An, et al.
Published: (2025)
Few-shot Oriented Object Detection with Memorable Contrastive Learning in Remote Sensing Images
by: Zhou, Jiawei, et al.
Published: (2024)
by: Zhou, Jiawei, et al.
Published: (2024)
Label-Efficient Semantic Segmentation of LiDAR Point Clouds in Adverse Weather Conditions
by: Piroli, Aldi, et al.
Published: (2024)
by: Piroli, Aldi, et al.
Published: (2024)
Multi-Expert Learning Framework with the State Space Model for Optical and SAR Image Registration
by: Wang, Wei, et al.
Published: (2025)
by: Wang, Wei, et al.
Published: (2025)
GenPC: Zero-shot Point Cloud Completion via 3D Generative Priors
by: Li, An, et al.
Published: (2025)
by: Li, An, et al.
Published: (2025)
TSGAN: An Optical-to-SAR Dual Conditional GAN for Optical based SAR Temporal Shifting
by: Rangzan, Moien, et al.
Published: (2023)
by: Rangzan, Moien, et al.
Published: (2023)
RS-MTDF: Multi-Teacher Distillation and Fusion for Remote Sensing Semi-Supervised Semantic Segmentation
by: Song, Jiayi, et al.
Published: (2025)
by: Song, Jiayi, et al.
Published: (2025)
Cloud Removal With PolSAR-Optical Data Fusion Using A Two-Flow Residual Network
by: Wang, Yuxi, et al.
Published: (2025)
by: Wang, Yuxi, et al.
Published: (2025)
Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation
by: Ni, Zhenliang, et al.
Published: (2024)
by: Ni, Zhenliang, et al.
Published: (2024)
AlignFreeNet: Is Cross-Modal Pre-Alignment Necessary? An End-to-End Alignment-Free Lightweight Network for Visible-Infrared Object Detection
by: Zhu, Dingkun, et al.
Published: (2025)
by: Zhu, Dingkun, et al.
Published: (2025)
Efficiently Expanding Receptive Fields: Local Split Attention and Parallel Aggregation for Enhanced Large-scale Point Cloud Semantic Segmentation
by: Wang, Haodong, et al.
Published: (2024)
by: Wang, Haodong, et al.
Published: (2024)
Parameter-Efficient Modality-Balanced Symmetric Fusion for Multimodal Remote Sensing Semantic Segmentation
by: Li, Haocheng, et al.
Published: (2026)
by: Li, Haocheng, et al.
Published: (2026)
Evaluating the Impact of Point Cloud Colorization on Semantic Segmentation Accuracy
by: Zhu, Qinfeng, et al.
Published: (2024)
by: Zhu, Qinfeng, et al.
Published: (2024)
SWCF-Net: Similarity-weighted Convolution and Local-global Fusion for Efficient Large-scale Point Cloud Semantic Segmentation
by: Lin, Zhenchao, et al.
Published: (2024)
by: Lin, Zhenchao, et al.
Published: (2024)
ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation
by: Pu, Xinyang, et al.
Published: (2024)
by: Pu, Xinyang, et al.
Published: (2024)
RARE: Refine Any Registration of Pairwise Point Clouds via Zero-Shot Learning
by: Zheng, Chengyu, et al.
Published: (2025)
by: Zheng, Chengyu, et al.
Published: (2025)
PointSea: Point Cloud Completion via Self-structure Augmentation
by: Zhu, Zhe, et al.
Published: (2025)
by: Zhu, Zhe, et al.
Published: (2025)
Multimodal Diffusion Bridge with Attention-Based SAR Fusion for Satellite Image Cloud Removal
by: Hu, Yuyang, et al.
Published: (2025)
by: Hu, Yuyang, et al.
Published: (2025)
IncSAR: A Dual Fusion Incremental Learning Framework for SAR Target Recognition
by: Karantaidis, George, et al.
Published: (2024)
by: Karantaidis, George, et al.
Published: (2024)
Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations
by: Pan, Zhiyi, et al.
Published: (2023)
by: Pan, Zhiyi, et al.
Published: (2023)
High-Quality Cloud-Free Optical Image Synthesis Using Multi-Temporal SAR and Contaminated Optical Data
by: Duan, Chenxi
Published: (2025)
by: Duan, Chenxi
Published: (2025)
Prior-guided Fusion of Multimodal Features for Change Detection from Optical-SAR Images
by: Liu, Xuanguang, et al.
Published: (2026)
by: Liu, Xuanguang, et al.
Published: (2026)
CrossEarth-SAR: A SAR-Centric and Billion-Scale Geospatial Foundation Model for Domain Generalizable Semantic Segmentation
by: Ye, Ziqi, et al.
Published: (2026)
by: Ye, Ziqi, et al.
Published: (2026)
Source-Free Domain Adaptation for Geospatial Point Cloud Semantic Segmentation
by: Gao, Yuan, et al.
Published: (2026)
by: Gao, Yuan, et al.
Published: (2026)
PointDiffuse: A Dual-Conditional Diffusion Model for Enhanced Point Cloud Semantic Segmentation
by: He, Yong, et al.
Published: (2025)
by: He, Yong, et al.
Published: (2025)
Condition-Invariant Semantic Segmentation
by: Sakaridis, Christos, et al.
Published: (2023)
by: Sakaridis, Christos, et al.
Published: (2023)
Early Fusion of Features for Semantic Segmentation
by: Gupta, Anupam, et al.
Published: (2024)
by: Gupta, Anupam, et al.
Published: (2024)
Structure Matters: Tackling the Semantic Discrepancy in Diffusion Models for Image Inpainting
by: Liu, Haipeng, et al.
Published: (2024)
by: Liu, Haipeng, et al.
Published: (2024)
CLIP-Guided SAM: Parameter-Efficient Semantic Conditioning for Promptable Segmentation
by: Jalilian, Shayan, et al.
Published: (2026)
by: Jalilian, Shayan, et al.
Published: (2026)
M2IR: Proactive All-in-One Image Restoration via Mamba-style Modulation and Mixture-of-Experts
by: Wang, Shiwei, et al.
Published: (2026)
by: Wang, Shiwei, et al.
Published: (2026)
SegRGB-X: General RGB-X Semantic Segmentation Model
by: Liu, Jiong, et al.
Published: (2026)
by: Liu, Jiong, et al.
Published: (2026)
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
by: Pan, Zhiyi, et al.
Published: (2024)
by: Pan, Zhiyi, et al.
Published: (2024)
An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models
by: Qu, Wentao, et al.
Published: (2024)
by: Qu, Wentao, et al.
Published: (2024)
Beyond Segmentation: An Oil Spill Change Detection Framework Using Synthetic SAR Imagery
by: Lai, Chenyang, et al.
Published: (2026)
by: Lai, Chenyang, et al.
Published: (2026)
SIESEF-FusionNet: Spatial Inter-correlation Enhancement and Spatially-Embedded Feature Fusion Network for LiDAR Point Cloud Semantic Segmentation
by: Chen, Jiale, et al.
Published: (2024)
by: Chen, Jiale, et al.
Published: (2024)
Similar Items
-
Perceive, Act and Correct: Confidence Is Not Enough for Hyperspectral Classification
by: Yang, Muzhou, et al.
Published: (2025) -
Equal is Not Always Fair: A New Perspective on Hyperspectral Representation Non-Uniformity
by: Quan, Wuzhou, et al.
Published: (2025) -
Lost in UNet: Improving Infrared Small Target Detection by Underappreciated Local Features
by: Quan, Wuzhou, et al.
Published: (2024) -
MM-OVSeg:Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing
by: Wei, Yimin, et al.
Published: (2026) -
TAR: Text Semantic Assisted Cross-modal Image Registration Framework for Optical and SAR Images
by: Cai, Zhuoyu, et al.
Published: (2026)