Cover Image

SegEarth-R2: Towards Comprehensive Language-guided Segmentation for Remote Sensing Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xin, Zepeng, Li, Kaiyu, Chen, Luodi, Li, Wanchen, Xiao, Yuchen, Qiao, Hui, Zhang, Weizhan, Meng, Deyu, Cao, Xiangyong
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images
by: Li, Kaiyu, et al.
Published: (2024)

SegEarth-OV3: Exploring SAM 3 for Open-Vocabulary Semantic Segmentation in Remote Sensing Images
by: Li, Kaiyu, et al.
Published: (2025)

SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model
by: Li, Kaiyu, et al.
Published: (2025)

DescribeEarth: Describe Anything for Remote Sensing Images
by: Li, Kaiyu, et al.
Published: (2025)

A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection
by: Li, Kaiyu, 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)

ZoomEarth: Active Perception for Ultra-High-Resolution Geospatial Vision-Language Tasks
by: Liu, Ruixun, et al.
Published: (2025)

Designing Domain-Specific Agents via Hierarchical Task Abstraction Mechanism
by: Li, Kaiyu, et al.
Published: (2025)

Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images
by: Li, Kaiyu, et al.
Published: (2025)

DynamicEarth: How Far are We from Open-Vocabulary Change Detection?
by: Li, Kaiyu, et al.
Published: (2025)

Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration
by: Xu, Shuang, et al.
Published: (2024)

Exchange Is All You Need for Remote Sensing Change Detection
by: Dong, Sijun, et al.
Published: (2026)

MV-CC: Mask Enhanced Video Model for Remote Sensing Change Caption
by: Liu, Ruixun, et al.
Published: (2024)

CRS-Diff: Controllable Remote Sensing Image Generation with Diffusion Model
by: Tang, Datao, et al.
Published: (2024)

SPECIAL: Zero-shot Hyperspectral Image Classification With CLIP
by: Pang, Li, et al.
Published: (2025)

Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers
by: Cao, Jin, et al.
Published: (2024)

AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation
by: Tang, Datao, et al.
Published: (2024)

SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples
by: Shou, Yuntao, et al.
Published: (2024)

Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method
by: Yin, Pan, et al.
Published: (2024)

Variational Zero-shot Multispectral Pansharpening
by: Rui, Xiangyu, et al.
Published: (2024)

TerraGen: A Unified Multi-Task Layout Generation Framework for Remote Sensing Data Augmentation
by: Tang, Datao, et al.
Published: (2025)

SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector
by: Li, Kaiyu, et al.
Published: (2024)

HAIR: Hypernetworks-based All-in-One Image Restoration
by: Cao, Jin, et al.
Published: (2024)

Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation
by: Wang, Shihong, et al.
Published: (2024)

Layout-Guided Controllable Pathology Image Generation with In-Context Diffusion Transformers
by: Shou, Yuntao, et al.
Published: (2026)

HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising
by: Wang, Qizhou, et al.
Published: (2023)

HIR-ALIGN: Enhancing Hyperspectral Image Restoration via Diffusion-Based Data Generation
by: Pang, Li, et al.
Published: (2026)

RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models
by: Chen, Keyan, et al.
Published: (2025)

A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning
by: Sun, Dongwei, et al.
Published: (2024)

Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images
by: Zhu, Qinfeng, et al.
Published: (2024)

GeoSeg: Training-Free Reasoning-Driven Segmentation in Remote Sensing Imagery
by: Jiang, Lifan, et al.
Published: (2026)

BiCoR-Seg: Bidirectional Co-Refinement Framework for High-Resolution Remote Sensing Image Segmentation
by: Shi, Jinghao, et al.
Published: (2025)

Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm
by: Peng, Jiangjun, et al.
Published: (2025)

Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis
by: Wen, Haodong, et al.
Published: (2024)

A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition
by: Shou, Yuntao, et al.
Published: (2023)

HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models
by: Pang, Li, et al.
Published: (2024)

MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images
by: Wang, Libo, et al.
Published: (2023)

SegChange-R1: LLM-Augmented Remote Sensing Change Detection
by: Zhou, Fei
Published: (2025)

Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer
by: Spasev, Vlatko, et al.
Published: (2024)

RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation with Foundation Models
by: Chen, Keyan, et al.
Published: (2025)