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YFS's Projects

aerial_mapper icon aerial_mapper

Real-time Dense Point Cloud, Digital Surface Map (DSM) and (Ortho-)Mosaic Generation for UAVs

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

autopanorama icon autopanorama

Implementation of IJCV 2007 David Lowe (Automatic Panoramic Image Stitching using Invariant Features)

cnn-matching icon cnn-matching

Source code and datadset for "A Heterogeneous Remote-Sensing Image Matching Method Based on Deep Learning Feature"

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dronemapper icon dronemapper

Implements visual SLAM to create a mosaic from nadir UAV videos.

easy_slam_tutorial icon easy_slam_tutorial

首个中文的简单从零开始实现视觉SLAM理论与实践教程,使用Python实现。包括:ORB特征点提取,对极几何,视觉里程计后端优化,实时三维重建地图。A easy SLAM practical tutorial (Python).图像处理、otsu二值化。更多其他教程我的CSDN博客

g2opy icon g2opy

Python binding of SLAM graph optimization framework g2o

geolocalization icon geolocalization

This repository contains code and other files used in my MTech thesis on geolocalization of UAV using satellite imagery

gisnav icon gisnav

Estimates airborne drone global position by matching video to map retrieved from onboard GIS server.

image-matching icon image-matching

A demo using SuperGlue and SuperPoint to do the image matching task.

imageanalysis icon imageanalysis

Aerial imagery analysis, processing, and presentation scripts.

lightglue icon lightglue

LightGlue: Local Feature Matching at Light Speed

monorec icon monorec

Official implementation of the paper: MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera (CVPR 2021)

mosaic-creation-papers icon mosaic-creation-papers

This repository is meant for collecting scientific articles about the mosaic creation process from UAV (Unmanned Aerial Vehicle) images.

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