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life-xp's Projects

dsp-slam icon dsp-slam

[3DV 2021] DSP-SLAM: Object Oriented SLAM with Deep Shape Priors

dynslam icon dynslam

Master's Thesis on Simultaneous Localization and Mapping in dynamic environments. Separately reconstructs both the static environment and the dynamic objects from it, such as cars.

gps_amcl icon gps_amcl

AMCL ROS package reimplementation for using GNSS data

indoormapping icon indoormapping

基于ORB-SLAM生成三维密集点云,并使用OctoMap构建室内导航地图。添加八叉树地图转换工具。

kalibr icon kalibr

The Kalibr visual-inertial calibration toolbox

kalman-in-mot icon kalman-in-mot

使用卡尔曼滤波进行图像处理中的多目标跟踪,其中使用最大权值匹配进行数据关联

kl-fusion icon kl-fusion

This repository contains code for our ICML 2020 paper "Model Fusion with Kullback–Leibler Divergence", S. Claici, M. Yurochkin, S. Ghosh and J. Solomon.

line_detector icon line_detector

line segment detector(lsd) & edge drawing line detector(edl) & hough line detector(standard &.probabilistic) for detection

loam_velodyne icon loam_velodyne

Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

map-matching icon map-matching

An example of indoor map matching using particle filter. 读取图片信息,实现基于粒子滤波的地图匹配。

mask_rcnn_ros icon mask_rcnn_ros

The ROS Package of Mask R-CNN for Object Detection and Segmentation

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