Computer Vision Lab

Nikolay Falaleev

Computer Vision

» ComputerVision

Articles by category: ComputerVision


Mathematics Algorithms OpenCV Calibration Self-Driving Classification DeepLearning Segmentation Hardware Competitions
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2024
20 Dec 2024

Camera Calibration: Practical OpenCV Refinement Techniques

This article is part of a series on camera calibration that has accumulated practical tips over more than a decade...

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12 Dec 2024

Camera Calibration: What to perfect before touching the code

This article is part of a series on camera calibration that has accumulated practical tips over more than a decade...

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12 Nov 2024

Camera calibration: Homography vs OpenCV

The idea for this post arose as a response to a common misconception I frequently hear: that camera calibration is...

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2023
27 Oct 2023

Deep Learning in Sports and Autonomous Vehicles

Deep Learning stack I am constantly asked about the role Deep Learning plays in sports performance tracking and analysis, so...

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20 Jun 2023

Top-1 solution of SoccerNet Camera Calibration Challenge 2023

SoccerNet Camera Calibration Challenge 2023 Task This technical write-up describes some details of the winning submission to the SoccerNet Camera...

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2020
29 Jun 2020

Multi-task learning loss balancing

Multitask learning Multi-task artificial neural networks has several advantages over a set of single-task neural networks. Sharing of features between...