Cover Image

Multilingual Training-Free Remote Sensing Image Captioning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rebelo, Carlos, Rocha, Gil, Silva, João Daniel, Martins, Bruno
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

Large Language Models for Captioning and Retrieving Remote Sensing Images
by: Silva, João Daniel, et al.
Published: (2024)

Multilingual Vision-Language Pre-training for the Remote Sensing Domain
by: Silva, João Daniel, et al.
Published: (2024)

Text-Only Training for Image Captioning with Retrieval Augmentation and Modality Gap Correction
by: Fonseca, Rui, et al.
Published: (2025)

An Efficient and Effective Encoder Model for Vision and Language Tasks in the Remote Sensing Domain
by: Silva, João Daniel, et al.
Published: (2025)

Evaluating Remote Sensing Image Captions Beyond Metric Biases
by: Chen, Ziyun, et al.
Published: (2026)

Enhancing Perception of Key Changes in Remote Sensing Image Change Captioning
by: Yang, Cong, et al.
Published: (2024)

RSCaMa: Remote Sensing Image Change Captioning with State Space Model
by: Liu, Chenyang, et al.
Published: (2024)

HiSem: Hierarchical Semantic Disentangling for Remote Sensing Image Change Captioning
by: Wang, Man, et al.
Published: (2026)

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

A Novel Lightweight Transformer with Edge-Aware Fusion for Remote Sensing Image Captioning
by: Das, Swadhin, et al.
Published: (2025)

Semantic-Spatial Feature Fusion with Dynamic Graph Refinement for Remote Sensing Image Captioning
by: Liu, Maofu, et al.
Published: (2025)

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

JSSFF: A Joint Structural-Semantic Fusion Framework for Remote Sensing Image Captioning
by: Das, Swadhin, et al.
Published: (2026)

Diffusion-RSCC: Diffusion Probabilistic Model for Change Captioning in Remote Sensing Images
by: Yu, Xiaofei, et al.
Published: (2024)

Enabling Training-Free Text-Based Remote Sensing Segmentation
by: Sosa, Jose, et al.
Published: (2026)

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

Sentinel2Cap: A Human-Annotated Benchmark Dataset for Multimodal Remote Sensing Image Captioning
by: Tosato, Lucrezia, et al.
Published: (2026)

Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance
by: Zhu, Yongshuo, et al.
Published: (2024)

MUNIChus: Multilingual News Image Captioning Benchmark
by: Chen, Yuji, et al.
Published: (2026)

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

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

LuoJiaHOG: A Hierarchy Oriented Geo-aware Image Caption Dataset for Remote Sensing Image-Text Retrival
by: Zhao, Yuanxin, et al.
Published: (2024)

SEMT: Static-Expansion-Mesh Transformer Network Architecture for Remote Sensing Image Captioning
by: Truong, Khang, et al.
Published: (2025)

DGL-RSIS: Decoupling Global Spatial Context and Local Class Semantics for Training-Free Remote Sensing Image Segmentation
by: Li, Boyi, et al.
Published: (2025)

Pixel-Level Change Detection Pseudo-Label Learning for Remote Sensing Change Captioning
by: Liu, Chenyang, et al.
Published: (2023)

STAND: Semantic Anchoring Constraint with Dual-Granularity Disambiguation for Remote Sensing Image Change Captioning
by: Gong, Yanpei, et al.
Published: (2026)

Beyond Pixels: A Training-Free, Text-to-Text Framework for Remote Sensing Image Retrieval
by: Xiao, J., et al.
Published: (2025)

BTCChat: Advancing Remote Sensing Bi-temporal Change Captioning with Multimodal Large Language Model
by: Li, Yujie, et al.
Published: (2025)

Change Captioning in Remote Sensing: Evolution to SAT-Cap -- A Single-Stage Transformer Approach
by: Wang, Yuduo, et al.
Published: (2025)

InstructSAM: A Training-Free Framework for Instruction-Oriented Remote Sensing Object Recognition
by: Zheng, Yijie, et al.
Published: (2025)

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

RSCC: A Large-Scale Remote Sensing Change Caption Dataset for Disaster Events
by: Chen, Zhenyuan, et al.
Published: (2025)

Composed Image Retrieval for Remote Sensing
by: Psomas, Bill, et al.
Published: (2024)

Spatial-Regularization-Aware Dual-Branch Collaborative Inference for Training-Free OVSS in Remote Sensing Imagery
by: Wang, Jianzheng, et al.
Published: (2026)

Good Representation, Better Explanation: Role of Convolutional Neural Networks in Transformer-Based Remote Sensing Image Captioning
by: Das, Swadhin, et al.
Published: (2025)

LLM-Free Image Captioning Evaluation in Reference-Flexible Settings
by: Hirano, Shinnosuke, et al.
Published: (2025)

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

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset
by: Wang, Zhiming, et al.
Published: (2024)

Lightweight Change Detection in Heterogeneous Remote Sensing Images with Online All-Integer Pruning Training
by: Zhang, Chengyang, et al.
Published: (2024)

RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification
by: Zou, Guangwenjie, et al.
Published: (2024)