Yaroslava Lochman
Postdoctoral Researcher at WASP – Wallenberg AI, Autonomous Systems and Software Program
Gothenburg, Sweden
Summary
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Senior🎓
Top SchoolYaroslava Lochman is a postdoctoral researcher and soon-to-be PhD graduate from Chalmers University specializing in melding geometry, optimization, and deep learning to make 3D vision pipelines more reliable and accurate. With eight years of experience across academia and industry, her work spans global structure-from-motion, camera calibration, motion segmentation, deformable object tracking, and out-of-distribution detection, with practical projects in medical imaging and agricultural perception. She has contributed calibration and rectification solvers for challenging lens aberrations during a research internship at Meta Reality Labs and developed minimal solvers and annotation tools in earlier academic roles. Based in Gothenburg, she combines theory and hands-on dataset/tool creation, often focusing on robustness to real-world imaging artifacts that many papers overlook.
8 years of coding experience
Master of Science - MS Data Science, Master of Science - MS Data Science at Ukrainian Catholic UniversityDoctor of Philosophy - PhD Computer Vision, Doctor of Philosophy - PhD Computer Vision at Chalmers University of TechnologyIgor Sikorsky Kyiv Polytechnic Institute
English, French, Ukrainian, Swedish
Github Skills (38)
camera-calibration10
fisheye10
altium-designer9
convolutional-neural-networks9
scene8
ancestry7
image-viewer7
calibration7
distortion7
computer-vision7
machine-learning6
python6
deep-learning5
user-guide4
inkscape4
Programming languages (4)
Github contributions (5)
ylochman/dataviz
Mar 2019 - Aug 2019
Data Visualization coursework | Applied Sciences Faculty, UCU (2019)
Contributions:34 commits, 26 pushes in 5 months
appliedpythondata-sciencefacultymachine-learning
ylochman/babelcalib
Sep 2021 - Oct 2021
BabelCalib: A Universal Approach to Calibrating Central Cameras. In ICCV (2021)
Contributions:24 commits, 2 PRs, 17 pushes in 1 month
approachiccvcamerascamera-calibrationcamera-geometry
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