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YonatanSimson/README.md

Yonatan Simson

Computer vision engineer working on SLAM, visual-inertial odometry, 3D reconstruction and sensor fusion: from camera models and calibration to filters, bundle adjustment and dense mapping.

Background: M.Sc. EE (Ben-Gurion University). Worked on SLAM evaluation and ORB-SLAM at Magic Leap, edge stereo depth at Intel RealSense, and now multi-sensor mapping (stereo, LiDAR, 360°, RTK GNSS) on embedded GPUs.

Own projects

Repo What it is
msckf_x Monocular MSCKF VIO in C++, written from the papers: FEJ, fisheye/omni camera models, static + dynamic init, simulation gates, EuRoC/TUM-VI/KITTI benchmarks
indoor_3d Offline indoor reconstruction from ARKit RGB-D: TSDF fusion, COLMAP pose refinement, depth upsampling

Contributions on top of open-source tools

Repo My changes
kalibr Fixed-ξ omni (MEI) calibration with k2/k3 distortion, corner reuse from Basalt, target-pose seeding
basalt Python bindings for project / unproject / RANSAC pose, spherical camera model for IMU↔360° calibration
basalt-headers Equirectangular camera model for 360×180 panoramic input
opengv SQPnP with angular error for omnidirectional cameras, Python wheels and CI
natural-neighbor-interpolation CUDA support and a faster CPU path
pymcc / pymccrgb Memory-leak and overflow fixes, faster surface interpolation for point-cloud ground classification

Interests: 3D geometry · navigation · deep learning for geometry

Pinned Loading

  1. basalt basalt Public

    Forked from VladyslavUsenko/basalt

    Basalt fork: Python bindings for project/unproject/RANSAC pose, spherical camera model for IMU-to-360 calibration

    C++

  2. indoor_3d indoor_3d Public

    Offline indoor 3D reconstruction from ARKit RGB-D captures: TSDF fusion, COLMAP pose refinement, depth upsampling

    Python

  3. kalibr kalibr Public

    Forked from ethz-asl/kalibr

    Kalibr fork: fixed-xi omni (MEI) calibration with k2/k3 distortion, Basalt corner reuse, target-pose seeding

    C++

  4. msckf_x msckf_x Public

    Monocular MSCKF visual-inertial odometry in C++, written from the papers: FEJ, fisheye/omni camera models, static + dynamic init

    C++

  5. natural-neighbor-interpolation natural-neighbor-interpolation Public

    Forked from innolitics/natural-neighbor-interpolation

    Fork: CUDA support and faster CPU path for discrete natural-neighbor interpolation

    Python

  6. opengv opengv Public

    Forked from laurentkneip/opengv

    OpenGV fork: SQPnP with angular error for omnidirectional cameras, Python wheels and CI

    C++