leejunghan

leejunghan's Stars

• Rushi314/GPR-Object-Detection

  This repository contains code to train object detection models like FRCNN/YOLO for identifying objects in Ground Penetrating Radar scans. It also contains code to generate fake data using Generative Adversarial Networks(GANs).

  Language:Jupyter Notebook318

• p4tr1ckc4rs0n/gprLearn

  Convolutional Neural Networks for landmine recognition

  Language:Python153

• will-rice/gpr-gym

  An example of how to automate the process of training data generation through gprMax for use in machine learning models.

  Language:Jupyter Notebook213

• wepe/MachineLearning

  Basic Machine Learning and Deep Learning

  Language:Python5.2k3.2k

• zxleong/GPRNet

  Leong, Z. X., & Zhu, T. (2021). Direct velocity inversion of ground penetrating radar data using gprnet. Journal of Geophysical Research: Solid Earth. https://doi.org/10.1029/2020JB021047

  Language:Jupyter Notebook4522

• rathodhare/Buried-threat-detection-using-AI-on-GPR-data

  We, Achin and Harekrissna worked as a team to complete the project given to us on Buried threat detection using ground penetrating radar. We applied Deep Learning techniques specifically CNN and transfer learning along with image processing techniques like color thresholding, augmentation and masking to identify the threats hidden underground by analysing the radar data. We implemented the techniques given in the research paper (Some Good Practices for Applying Convolutional Neural Networks to Buried Threat Detection in Ground Penetrating Radar, by Daniël Reichman, Leslie M. Collins, Jordan M)

  Language:Python196

• Samuel-Wagner/GPR-BScan-KirchhoffMigration

  minimum working example for a B-scan migration with example data

  Language:MATLAB24

• ZYY0844/GPR-B-scan-dataset-generator

  generate B-scan for training neural network

  Language:Roff8

• thebjoern/airborne_gpr_bathymetry

  Repository for bachelor project: Exploring water resources applications of air-launched ground penetrating radar

  Language:Python63

• MiXIL/REU_MLTargetRecognition

  Language:MATLAB1

• ethz-asl/mav_findmine

  A UAV for Landmine Detection.

  Language:C++51

• marcosgdiaz/SignalProcessing

  Here, I compile some of my work during my last year of bachelor, when I was involved in a research group. Basically, it consists on receiving data from a radar embedded in a drone and applying SAR (Synthetic-Aperture Radar) algorithms. Besides the SAR algorithms, I have tested several preprocessing techniques like frequency equalization and domain partition in order to improve the final image.

  Language:MATLAB132

• hawaii-ai/SAR-Wave-Height

  Predicting significant wave height from synthetic aperture radar (SAR) with deep learning on SAR-Altimeter colocation data.

  Language:Jupyter Notebook66

• HeuristicLU/SRSDD-V1.0

  A High-Resolution SAR Rotation Ship Detection Dataset

  249

• onurtoker/swb_radar

  Synthetic Wide-Band Radar using USRPs

  Language:Python6

• steveyoon77/gnu_radio_tutorials_ko

  [GNU Radio tutorials](http://gnuradio.org/redmine/projects/gnuradio/wiki/Tutorials)를 개인적인 목적으로 번역합니다. 번역 솜씨가 형편없습니다.

  Language:TeX72

• taeyun94/USRP-radar-experiment

  SDR (Software Defined Radio), USRP, H/W systems, S/W systems

  Language:MATLAB82

• TimonPetermann/SDR-Radar

  Language:Python143

• mfkiwl/Radar-Project-

  Building a Radar Hardware and Software; first by using COTS(Commercial Off The Shelf) Components and then Using an SDR (Software Defined Radio) Hardware

  1

• denkywu/SAR-Synthetic-Aperture-Radar

  合成孔径雷达 相关。研究生期间学习 SAR/InSAR/PolSAR 相关的代码和总结，毕业后已经离开这个领域了。分享出来，仅此纪念。1）SAR: 成像算法，RD，CS，Radarsat-1数据成像处理。2）InSAR: 人造场景原始回波仿真、成像及干涉处理。包括平地场景和圆锥形场景。3）PolSAR: 极化定标算法，Whitt, PARC, Quegan, Ainsworth。详见 readme.md

  Language:MATLAB760239

• denkywu/InSAR-Simulation-and-Studies

  干涉合成孔径雷达 相关。Some work I did during my graduate studies (Matlab Code) : (2) InSAR Simulation and Studies.

  Language:MATLAB10338

• denkywu/PolSAR-Calibration

  极化合成孔径雷达，极化定标和校准 相关。Some work I did during my graduate studies (Matlab Code) : (3) Polarimetric SAR (PolSAR) Calibration, including (a) the Whitt algorithm, (b) the Quegan algorithm, (c) the Ainsworth algorithm, (d) the PARC algorithm.

  Language:MATLAB5230

• denkywu/Simulation-of-SAR-Imaging-Algorithm

  合成孔径雷达成像 相关。Some work I did during my graduate studies (Matlab Code) : (1) Simulation of SAR Imaging Algorithm, including RD and CS.

  Language:MATLAB14352

• fcastro25/GravMagSuite

  GRAV MAG SUITE - A MATLAB-BASED SOFTWARE FOR PROCESSING POTENTIAL FIELD GEOPHYSICAL DATA

  133

• mdkwant/msc-thesis

  Data and programming scripts for Msc. Thesis at TU Delft. Title of msc. thesis: Remote sensing swell waves in the North Sea with Sentinel-1 Synthetic Aperture Radar.

  Language:Python75

• pakodekker/oceansar

  Ocean SAR Simulation Package

  Language:Python3332

• CAESAR-Radi/SAR-Ship-Dataset

  390175

• socib/SOCIB_plots

  Language:Jupyter Notebook54