Michal Polic
5 papers · 2018–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π Conference Pioneer
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Research topics
Computer Vision
(3)
Analysis
(3)
Machine Learning
(2)
Optimization & Theory Β· Machine Learning
(2)
Processing
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Optimization & Theory Β· Deep Learning
(1)
Techniques
(1)
Keywords
image restoration
(1)
parameter estimation
(1)
uncertainty quantification
(1)
depth estimation
(1)
structure from motion
(1)
surface normal estimation
(1)
image matching
(1)
robust estimation
(1)
camera motion
(1)
homography estimation
(1)
geometric constraint
(1)
correspondence filtering
(1)
information criterion
(1)
uncertainty evaluation
(1)
robust estimator
(1)
point correspondence
(1)
reconstruction quality
(1)
camera geometry
(1)
rolling shutter correction
(1)
global shutter
(1)
Papers
A Large-Scale Homography Benchmark
CVPR 2023
From Two Rolling Shutters to One Global Shutter
CVPR 2020
Making Affine Correspondences Work in Camera Geometry Computation
ECCV 2020
Uncertainty Based Camera Model Selection
CVPR 2020
Fast and Accurate Camera Covariance Computation for Large 3D Reconstruction
ECCV 2018