This method of describing a remote sensing scene in the form of sentences plays an important role in a number of fields, such as image retrieval, scene classification and as a vision companion. A Domain-driven approach is developed, in which the domain probabilities are used for captioning the...
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...
Remote sensing image captioning via Variational Autoencoder and Reinforcement Learning. Knowledge-Based Syst , 2020 , 203: 105920 CrossRef Google Scholar [216] Ju J, Roy D P. The availability of cloud-free Landsat ETM+ data over the conterminous United States and globally. Remote Sens ...
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, ...
Awesome Deep Learning of Remote Sensing In this project, we will open source some baseline codes for the remote sensing analysis task, such as semantic segmentation, scene classification, object detection, and image captioning, We will also collect some public datasets that can be used for ...
Multi-label semantic feature fusion for remote sensing image captioning 2022, ISPRS Journal of Photogrammetry and Remote Sensing Citation Excerpt : Thus, it may cause semantic ambiguity (Shi and Zou, 2017; Lu et al., 2018b), which means that it is difficult to describe the fused regions with...
2024-04-02 GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image GeneAvatar:从单个图像编辑通用表达感知体积头部头像 Chong Bao, Yinda Zhang, Yuan Li, Xiyu Zhang, Bangbang Yang, Hujun Bao, Marc Pollefeys, Guofeng Zhang, Zhaopeng Cui arxiv.org/pdf/2404.0215 null ...
Shen X, Liu B, Zhou Y, et al. Remote sensing image captioning via variational autoencoder and reinforcement learning. Knowledge-Based Syst, 2020, 203: 105920 ArticleGoogle Scholar ArticleGoogle Scholar Google Scholar ArticleGoogle Scholar Gu J, Sun X, Zhang Y, et al. Deep residual squeeze and...
This repository contains the PyTorch implementation of "RSCaMa: Remote Sensing Image Change Captioning with State Space Model".Installation and Dependenciesgit clone https://github.com/Chen-Yang-Liu/RSCaMa.git cd RSCaMa conda create -n RSCaMa_env python=3.9 conda activate RSCaMa_env pip install...
PyTorch implementation of 'A Decoupling Paradigm With Prompt Learning for Remote Sensing Image Change Captioning' - Chen-Yang-Liu/PromptCC