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Jun's Projects

consistent_depth icon consistent_depth

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

dbow2 icon dbow2

Enhanced hierarchical bag-of-word library for C++

eagleye icon eagleye

Precise localization based on GNSS and IMU.

kapture icon kapture

kapture is a file format as well as a set of tools for manipulating datasets, and in particular Visual Localization and Structure from Motion data.

kp3d icon kp3d

Code for "Self-Supervised 3D Keypoint Learning for Ego-motion Estimation"

labelcloud icon labelcloud

A lightweight tool for labeling 3D bounding boxes in point clouds.

lio-sam icon lio-sam

LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping

localrf icon localrf

An algorithm for reconstructing the radiance field of a large-scale scene from a single casually captured video.

open_vins icon open_vins

An open source platform for visual-inertial navigation research.

orb_slam2 icon orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

orb_slam3 icon orb_slam3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

potree icon potree

WebGL point cloud viewer for large datasets

reference-pe-and-measurements-db-for-wifi-time-based-scalable-location icon reference-pe-and-measurements-db-for-wifi-time-based-scalable-location

The repository includes a reference Matlab code for a mobile WiFi client receiver, Kalman-Filter-based positioning engine (PE) and a database of time-delay measurements of an indoor environment. The database includes both real-measured data, and simulated time-delay data, as well as ground-truth client position information, which can be used for validation and performance analysis. The PE code is designed to process the database data format and produce estimates of the mobile WiFi receiver position within the indoor venue. The database may be used for the development, validation and performance analysis of additional positioning engines. This kind of WiFi client PE enables an unlimited number of clients to estimate the position and navigate within the Wi-Fi network coverage area. Hence, it enables so-called "Wi-Fi Scalable Location". A *.pdf whitepaper is included in the repository and explains the functionality and usage of the code and database.

sivo icon sivo

SIVO - Semantically Informed Visual Odometry and Mapping. Integrated Bayesian semantic segmentation with ORBSLAM_2 to select better features for Visual SLAM.

tartanvo icon tartanvo

TartanVO: A Generalizable Learning-based VO

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