Remote sensing image(RSI) captioning is a cross-field between RSI processing and natural language processing. Most of the RSI suffer from large inter-class similarity. The proposed system uses visual question answering (VQA) to overcome this problem and to aid the caption generation process. VQA ...
This study proposes an end-to-end image description generation model based on word embedding technology to realise the classification and identification of Populus euphratica and Tamarix in complex remote sensing images by providing descriptions in precise and concise natural sentences. First, category amb...
To the best of our knowledge, this dataset is the largest dataset for remote sensing captioning. The sample images in the dataset are with high intra-class diversity and low inter-class dissimilarity. Thus, this dataset provides the researchers a data resource to advance the task of remote ...
The RSICD dataset, proposed in "Exploring Models and Data for Remote Sensing Image Caption Generation", Lu et al. is an image captioning dataset with 5 captions per image for 10,921 224x224 RGB images extracted using Google Earth, Baidu Map, MapABC and Tianditu. While one of the larger ...
(Color online) Three main categories and subcategories of multimodal remote sensing image interpretation 2.2.1 模态的表征学习 模态的表征学习旨在研究如何将原始数据更好地表示成数学形式, 其是图像分类、目标检测等任务的解译基础. 良好的特征表示对于机器学习模型性能的提升十分重要. 对单个模态进行特征提取已经有...
Remote Sensing and Image Interpretation, fourth ed. John Wiley & Sons Inc., New York. Reference to a chapter in an edited book: Förstner, W., Wrobel, B., 2004. Mathematical concepts in photogrammetry. In: McGlone, J.C., Mikhail, E.M., Bethel, J., Mullen, R. (Eds.), ...
Learning Cnn Lstm Architectures For Image Caption Generation in Decision Sciences, Image Processing, Security and Computer VisionFuzzy Machine Learning Algorithms for Remote Sensing Image ClassificationFuturistic Trends in Networks and Computing TechnologiesProceedings of the International Conference on Big ......
Image processing Use of remotely sensed data Economic surveys and cost-benefit analyses The International Journal of Remote Sensing accepts original research articles and review papers. The journal operates a single-blind peer review policy. Authors can choose to publish gold open access in this journa...
This repository contains the PyTorch implementation of our PromptCC model in the paper: "A Decoupling Paradigm with Prompt Learning for Remote Sensing Image Change Captioning". For more information, please see our published paper in [IEEE](Accepted by TGRS 2023) ...
BFM A billion-scale foundation model for remote sensing images Arxiv2023 BFM null TOV TOV: The original vision model for optical remote sensing image understanding via self-supervised learning JSTARS2023 TOV link CMID CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Under...