Remote sensing image captioning is a part of the field. Most of the current remote sensing image captioning models suffered the overfitting problem and failed to utilize the semantic information in images. To this end, we propose a Variational Autoencoder and Reinforcement Learning based Two-stage ...
【论文笔记】Meta captioning: A meta learning based remote sensing image captioning framework 美丽小妞儿 愿你我此生,野蛮生长,永不彷徨2 人赞同了该文章 目录 收起 一、引言 二、相关工作 三、方法 (一)自然图像分类 (二)遥感图像分类 (三)遥感图像描述 四、优化 一、引言 本文贡献 元字幕框架的特点...
iOPENCap/awesome-remote-image-captioning Star100 A list of awesome remote sensing image captioning resources awesomeimage-captioningremote-sensing-image UpdatedFeb 27, 2025 Python The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection" ...
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 ...
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 (RSIC), which aims at generating a well-formed sentence for a remote sensing image, has attracted more attention in recent years. The general framework for RSIC is the encoder-decoder architecture containing two submodels of encoder and decoder. Although the significa...
Two-stage remote sensing image captioning (RSIC) methods have achieved promising results by incorporating additional pre-trained remote sensing tasks to ex... Z Li,W Zhao,X Du,... - 《Remote Sensing》 被引量: 0发表: 2024年 A Systematic Review: Remote Sensed Hyperspectral Image Segmentation an...
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...
{RSCaMa: Remote Sensing Image Change Captioning With State Space Model}, year={2024}, volume={21}, number={}, pages={1-5}, keywords={Decoding;Visualization;Transformers;Task analysis;Solid modeling;Remote sensing;Feature extraction;Change captioning;Mamba;spatial difference-guided SSM;state space ...
RSICD is used for remote sensing image captioning task. more than ten thousands remote sensing images are collected from Google Earth, Baidu Map, MapABC, Tianditu. The images are fixed to 224X224 pixels with various resolutions. The total number of remote sensing images are 10921, with five ...