Robust 3D Reconstruction Through Noise Reduction of Ultra-Fast Images

Nu lee Song, Jin Ho Park, Gye Young Kim

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

3D reconstruction from multiple view images has been studied extensively in computer vision tasks. In order to increase the accuracy of the 3D reconstruction, it is important to secure the number of image frames and to find feature points and match accurate feature points by minimizing the influence of noise from each image. When we acquired images from high-speed camera, it is possible to analyze phenomena and object movements that are difficult to see with the naked eye. However, when using a high-speed camera, problems such as increased data amount, light amount, focus, and noise occur due to an increase in resolution and shutter speed. In this paper, we propose a preprocessing method for feature point tracking and matching for robust 3D reconstruction in high-speed images. The experimental results confirm the validity compared with 3D reconstruction output from the original image and preprocessed image.

Original languageEnglish
Title of host publicationAdvances in Computer Science and Ubiquitous Computing - CSA-CUTE 2019
EditorsJames J. Park, Simon James Fong, Yi Pan, Yunsick Sung
PublisherSpringer Science and Business Media Deutschland GmbH
Pages509-514
Number of pages6
ISBN (Print)9789811593420
DOIs
StatePublished - 2021
Event11th International Conference on Computer Science and its Applications, CSA 2019 and 14th KIPS International Conference on Ubiquitous Information Technologies and Applications, CUTE 2019 - Macao, China
Duration: 18 Dec 201920 Dec 2019

Publication series

NameLecture Notes in Electrical Engineering
Volume715
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference11th International Conference on Computer Science and its Applications, CSA 2019 and 14th KIPS International Conference on Ubiquitous Information Technologies and Applications, CUTE 2019
Country/TerritoryChina
CityMacao
Period18/12/1920/12/19

Keywords

  • 3D reconstruction
  • High-speed image
  • Image procession

Fingerprint

Dive into the research topics of 'Robust 3D Reconstruction Through Noise Reduction of Ultra-Fast Images'. Together they form a unique fingerprint.

Cite this