Zhipeng Wu

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Interferogram SimulatorThis code provides a dataset simulation method that can provide training samples with strong generalization ability for model training. Deep learning, as a data-driven method, requires a large number of training samples to train network models. However, it is difficult or even impossible to obtain ground truth corresponding to InSAR data because it is difficult to collect high-resolution ground deformation information, which limits the application of deep learning in the f ...

Windows环境下编译PCLPCL对VS和第三方库的版本依赖关系较高，所以对于不同VS版本需要对PCL和第三方库分别编译和安装。按照本文一步步进行编译，即可成功安装PCL。需要注意的是，下文中的绝对路径可以根据自己的需要进行调整。 以下步骤如有错误或不妥，欢迎留言交流，以进一步优化编译和安装过程。 一. 安装CMake进入CMake官网，根据自己的电脑配置选择对应的安装包，下载并进行安装。 二. 依赖库的编译和安装 第三方库 用途 是否必须 Boost 用于智能指针等操作 必选 Eigen 用于矩阵运算等 必选 FLANN 用于邻域搜索等 必选 VTK 可视化库，用于显示点云等 必须 QHULL 一个强大的计算几何库，可以用于计算高维的convex hull，Delaunay triangulation，Voronoi diiagram等 必选 Qt 用于图像交互界面等 可选 OpenNI 用于获取点云等 可选 在编译PCL前须确保已正确安装了第三方依赖库，不能混用32为和64位的代码，不能混用不同编译器编译的第三方库。 a. Boost下载 ...

MatlabToolboxUseful MATLAB scripts for real-value or complex-value file reading and writing, image processing, etc. Continuously updated… Access the source code Currently available scriptsimreadbin Read image from real-valued *.wzp binary file.imwritebin Save image (img) to real-valued *.wzp binary file (path).imreaddat Read image from real-valued or complex-valued binary file (*.wzp, *.dat, or the files generated by gamma software).imwritedat Save image to a real-valued or complex-valued bin ...

Deep learning for the detection and phase unwrapping of mining-induced deformation in large-scale interferograms Zhipeng Wu; Teng Wang; Yingjie Wang; Robert Wang; Daqing Ge Published in: IEEE Transactions on Geoscience and Remote Sensing, SCI, Top期刊, IF=5.6 Link: https://ieeexplore.ieee.org/document/9583229 Abstract:This paper proposes deep convolutional neural networks to detect and map localized, rapid subsidence caused by mining activities using time-series Sentinel-1 SAR images. A defo ...

Deep-learning based phase discontinuity prediction for two-dimensional phase unwrapping of SAR interferograms Zhipeng Wu; Teng Wang; Yingjie Wang; Robert Wang; Daqing Ge Published in: IEEE Transactions on Geoscience and Remote Sensing, SCI, Top期刊, IF=5.6 Link: https://ieeexplore.ieee.org/document/9583246 Abstract:Phase unwrapping is a critical step of interferometric synthetic aperture radar (InSAR) processing, and its accuracy directly determines the reliability of subsequent applications ...

The Sentinel-1 interferometry processor is developed by the Radar Imaging Geodesy Group at Peking University. The software package is designed for large-scale InSAR processing with Sentinel-1 TOPS images, which includes 4 modules: Key features include. The processing is based on Sentinel-1’s burst configuration, allowing for flexible processing strategy. The mosaic of burst interferogram is unlimited. The software can not only process single-burst interferogram, but also mosaic any ...

LICSBAS for Windows Forked from the original LICSBAS and revised the code to support running on windows. See revised source code LiCSBAS is an open-source package in Python and bash to carry out InSAR time series analysis using LiCSAR products (i.e., unwrapped interferograms and coherence) which are freely available on the COMET-LiCS web portal. Users can easily derive the time series and velocity of the displacement if sufficient LiCSAR products are available in the area of interest. LiCSBAS ...

Get lots of beautiful wallpapers 让你拥有大量的漂亮壁纸（使用Python多线程爬取所有的Bing壁纸，目前1800+张）。Go to fork in Github. 1. 介绍总为找到漂亮且高清的壁纸而发愁，而每日更新的Bing搜索的主页背景又让人心旷神怡，所以写了个python脚本爬取下来所有的美图(感谢大佬收集壁纸的站点)，然后用作自己电脑桌面壁纸的自动更换。 整个过程很简单，分为三步（以下以windows为例）。 2. 不想操作，拿来就用如果你不想使用脚本下载，下载编译好的 crawlBingWallpapers.exe ，双击运行，就可以在分分钟内获得1600+张漂亮的壁纸。 如此，就不用往下看了…… 3. 使用脚本下载1. 准备工作1. 安装Python 访问Python官网，根据自己的操作系统下载安装包，双击安装。 2. 安装依赖包 打开命令提示符：(Win+R) ⇒ 输入“cmd” ⇒ Enter ，然后输入 123pip install requestspip install fake_useragentp ...