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Soohwan Kim's Projects

dynavins icon dynavins

DynaVINS : A Visual-Inertial SLAM for Dynamic Environments

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.

eigen-cuda icon eigen-cuda

MWE for using the Eigen library in CUDA kernels

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

epro-pnp icon epro-pnp

[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

erasor icon erasor

Official page of ERASOR (Egocentric Ratio of pSeudo Occupancy-based Dynamic Object Removal), which is accepted @ RA-L'21 with ICRA'21

erasor2 icon erasor2

[RSS'23] The official Implementation of "ERASOR2: Instance-Aware Robust 3D Mapping of the Static World in Dynamic Scenes"

ethzasl_msf icon ethzasl_msf

MSF - Modular framework for multi sensor fusion based on an Extended Kalman Filter (EKF)

ethzasl_ptam icon ethzasl_ptam

Modified version of Parallel Tracking and Mapping (PTAM)

evo icon evo

Python package for the evaluation of odometry and SLAM

extrinsic_lidar_camera_calibration icon extrinsic_lidar_camera_calibration

This is a package for extrinsic calibration between a 3D LiDAR and a camera, described in paper: Improvements to Target-Based 3D LiDAR to Camera Calibration. This package is used for Cassie Blue's 3D LiDAR semantic mapping and automation.

fairmot icon fairmot

A simple baseline for one-shot multi-object tracking

fast-livo icon fast-livo

A Fast and Tightly-coupled Sparse-Direct LiDAR-Inertial-Visual Odometry.

fast_gicp icon fast_gicp

A collection of GICP-based fast point cloud registration algorithms

faster-lio icon faster-lio

Faster-LIO: Lightweight Tightly Coupled Lidar-inertial Odometry using Parallel Sparse Incremental Voxels

fastgpom icon fastgpom

The implementation for Fast Gaussian Processes Occupancy Maps.

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