remote sensing image caption datasetattention mechanismIn the field of satellite imagery, remote sensing image captioning(RSIC) is a hot topic with the challenge of overfitting and difficulty of image and text alignment. To address these issues, this paper proposes a vision-language aligning paradigm...
Remote Sensing Image Captioning Dataset (RSICD) 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, ...
Image Caption Data I used theRSICDdataset Lu X, Wang B, Zheng X, et al. Exploring Models and Data for Remote Sensing Image Caption Generation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2017. to train my model, you can download this dataset athttps://github.com/201528014227051...
Remote sensing image captioning via variational autoencoder and reinforcement learning. Knowledge-Based Syst, 2020, 203: 105920 216 Ju J, Roy D P. The availability of cloud-free Landsat ETM+ data over the conterminous United States and globally. Remote Sens Environ, 2008, 112: 1196–1211 217 ...
The performance of the proposed method in terms of feature representation and image description was evaluated for describing P. euphratica and T. ramosissima using UAV remote sensing images obtained over southern Luntai County, Xinjiang Uygur Autonomous Region as the experimental dataset along with high...
(HnstD). Unlike prevailing remote sensing image-text datasets, in which image captions focus on a few prominent objects and their relationships, VersaD captions provide detailed information about image properties, object attributes, and the overall scene. This comprehensive captioning enables VHM to ...
For remote sensing image (RSI) captioning tasks, two-stage RSI captioning methods have achieved high performance because they introduce the results of other RSI tasks, such as image classification as prior information. However, most previous works treat image classification in the two-stage RSI capti...
Paper tables with annotated results for GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote Sensing
Other Source of RSICD Datasets Baidupan GoogleDrive Other remote sensing image captioning dataset UCM_captions-BaiduPan Sydney_captions-BaiduPan UCM_captions-MEGA RSICD-MEGA Sydney_captions-MEGAAbout Datasets for remote sensing images (Paper:Exploring Models and Data for Remote Sensing Image Caption Ge...
Cancel Create saved search Sign in Sign up Reseting focus {{ message }} isaaccorley / torchrs Public Notifications You must be signed in to change notification settings Fork 50 Star 375 PyTorch implementation of popular datasets and models in remote sensing License MIT license ...