A Single-shot Camera-Projector Calibration System For Imperfect Planar Targets

03/24/2018
by   Bingyao Huang, et al.
0

Existing camera-projector calibration methods typically warp feature points from a camera image to a projector image using estimated homographies, and often suffer from errors in camera parameters and noise due to imperfect planarity of the calibration target. In this paper we propose a simple yet robust solution that explicitly deals with these challenges. Following the structured light (SL) camera-project calibration framework, a carefully designed correspondence algorithm is built on top of the De Bruijn patterns. Such correspondence is then used for initial camera-projector calibration. Then, to gain more robustness against noises, especially those from an imperfect planar calibration board, a novel bundle adjustment algorithm is developed to jointly optimize the estimated camera and projector models. Aside from the robustness, our solution requires only one shot of SL pattern for each calibration board pose, which is much more convenient than multi-shot solutions in practice. Data validations are conducted on both synthetic and real datasets, and our method shows clear advantages over existing methods in all experiments.

READ FULL TEXT

page 1

page 2

page 4

page 5

page 8

research
09/13/2020

Calibration Venus: An Interactive Camera Calibration Method Based on Search Algorithm and Pose Decomposition

In many scenarios where cameras are applied, such as robot positioning a...
research
03/20/2020

Superaccurate Camera Calibration via Inverse Rendering

The most prevalent routine for camera calibration is based on the detect...
research
10/14/2021

Modeling dynamic target deformation in camera calibration

Most approaches to camera calibration rely on calibration targets of wel...
research
02/22/2021

Procam Calibration from a Single Pose of a Planar Target

A novel user friendly method is proposed for calibrating a procam system...
research
01/23/2013

ChESS - Quick and Robust Detection of Chess-board Features

Localization of chess-board vertices is a common task in computer vision...
research
12/04/2020

Automated Calibration of Mobile Cameras for 3D Reconstruction of Mechanical Pipes

This manuscript provides a new framework for calibration of optical inst...
research
08/07/2023

Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising

Calibration-based methods have dominated RAW image denoising under extre...

Please sign up or login with your details

Forgot password? Click here to reset