Cover Image

Towards Realistic Open-Vocabulary Remote Sensing Segmentation: Benchmark and Baseline

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Bingyu, Huo, Tao, Dong, Haocheng, Zhang, Da, Zhao, Zhiyuan, Gao, Junyu, Li, Xuelong
Format:	Preprint
Published:	2026
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

Exploring Efficient Open-Vocabulary Segmentation in the Remote Sensing
by: Li, Bingyu, et al.
Published: (2025)

An Open-Source Benchmark and Baseline for Multi-temporal Referring Segmentation
by: Li, Bingyu, et al.
Published: (2026)

FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation
by: Li, Bingyu, et al.
Published: (2025)

MARIS: Marine Open-Vocabulary Instance Segmentation with Geometric Enhancement and Semantic Alignment
by: Li, Bingyu, et al.
Published: (2025)

Exploring the Underwater World Segmentation without Extra Training
by: Li, Bingyu, et al.
Published: (2025)

U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation
by: Li, Bingyu, et al.
Published: (2024)

StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation
by: Li, Bingyu, et al.
Published: (2024)

UWBench: A Comprehensive Vision-Language Benchmark for Underwater Understanding
by: Zhang, Da, et al.
Published: (2025)

Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation
by: Gao, Junyu, et al.
Published: (2024)

Towards Open-Vocabulary Remote Sensing Image Semantic Segmentation
by: Ye, Chengyang, et al.
Published: (2024)

Boosting Quantitive and Spatial Awareness for Zero-Shot Object Counting
by: Zhang, Da, et al.
Published: (2026)

Prototype-Based Low Altitude UAV Semantic Segmentation
by: Zhang, Da, et al.
Published: (2026)

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

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

NWPU-MOC: A Benchmark for Fine-grained Multi-category Object Counting in Aerial Images
by: Gao, Junyu, et al.
Published: (2024)

Quantum-inspired Interpretable Deep Learning Architecture for Text Sentiment Analysis
by: Li, Bingyu, et al.
Published: (2024)

Decouple and Rectify: Semantics-Preserving Structural Enhancement for Open-Vocabulary Remote Sensing Segmentation
by: Feng, Jie, et al.
Published: (2026)

Open-Vocabulary Remote Sensing Image Semantic Segmentation
by: Cao, Qinglong, et al.
Published: (2024)

IntroSVG: Learning from Rendering Feedback for Text-to-SVG Generation via an Introspective Generator-Critic Framework
by: Wang, Feiyu, et al.
Published: (2026)

SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation
by: Huang, Shiqi, et al.
Published: (2025)

Embedding Generalized Semantic Knowledge into Few-Shot Remote Sensing Segmentation
by: Jia, Yuyu, 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)

ConInfer: Context-Aware Inference for Training-Free Open-Vocabulary Remote Sensing Segmentation
by: Chen, Wenyang, et al.
Published: (2026)

Open-Vocabulary Octree-Graph for 3D Scene Understanding
by: Wang, Zhigang, et al.
Published: (2024)

DINO Soars: DINOv3 for Open-Vocabulary Semantic Segmentation of Remote Sensing Imagery
by: Faulkenberry, Ryan, et al.
Published: (2026)

MM-OVSeg:Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing
by: Wei, Yimin, et al.
Published: (2026)

Learning to Detect and Segment for Open Vocabulary Object Detection
by: Wang, Tao, et al.
Published: (2022)

Renovating Names in Open-Vocabulary Segmentation Benchmarks
by: Huang, Haiwen, et al.
Published: (2024)

Open-Vocabulary Semantic Segmentation in Remote Sensing via Hierarchical Attention Masking and Model Composition
by: Heidarianbaei, Mohammadreza, et al.
Published: (2026)

Towards Realistic 3D Emission Materials: Dataset, Baseline, and Evaluation for Emission Texture Generation
by: Zhang, Zhiyuan, et al.
Published: (2026)

AerOSeg: Harnessing SAM for Open-Vocabulary Segmentation in Remote Sensing Images
by: Dutta, Saikat, et al.
Published: (2025)

A Benchmark for Multi-Lingual Vision-Language Learning in Remote Sensing Image Captioning
by: Zhou, Qing, et al.
Published: (2025)

Geospatial-Reasoning-Driven Vocabulary-Agnostic Remote Sensing Semantic Segmentation
by: Zhou, Chufeng, et al.
Published: (2026)

Seeking Consensus: Geometric-Semantic On-the-Fly Recalibration for Open-Vocabulary Remote Sensing Semantic Segmentation
by: Wang, Guanchun, et al.
Published: (2026)

Open-Vocabulary Domain Generalization in Urban-Scene Segmentation
by: Zhao, Dong, et al.
Published: (2026)

SVGen: Interpretable Vector Graphics Generation with Large Language Models
by: Wang, Feiyu, et al.
Published: (2025)

RS-OVC: Open-Vocabulary Counting for Remote-Sensing Data
by: Shor, Tamir, et al.
Published: (2026)

Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation
by: Gao, Feng, et al.
Published: (2025)

Seg2Change: Adapting Open-Vocabulary Semantic Segmentation Model for Remote Sensing Change Detection
by: Su, You, et al.
Published: (2026)

Do MLLMs Really See It: Reinforcing Visual Attention in Multimodal LLMs
by: Ou, Siqu, et al.
Published: (2026)