High speed image acquisition system for 3D reconstruction

Yanlang Hu, Ying Li, Yanning Zhang, Quan Zhou, Juanni Liu, Jiayuan Wei

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

Abstract

Laser triangulation is often the best solution for the 3D (three-dimensional) image reconstruction of an object. And its features, such as simple structure, fast reconstruction speed and flexible use make it widely used in 3D reconstruction. However, due to its high image frame rate, huge data, and requiring a large amount of computation for image processing algorithm, it is hard to be applied in embedded system. This paper presents a hardware solution for high-speed image acquisition system which is implemented on Xilinx FPGA. The experimental results indicate that this acquisition system works normally and its performance is steady and reliable, under the extreme conditions with an image resolution of 1280∗384 and a frame rate of 9,000. It is still a challenging problem to extract the position information of the light bar in real time. In order to solve this problem, a parallel gray center gravity method based on FPGA is proposed to detect the position of light bar in this paper. Test results show that the proposed method can correctly extract the position information of the light bar in real time when the image frame rate reaches 9,000 frames. The power consumption is only about 4 watts.

Original languageEnglish
Title of host publicationEleventh International Conference on Graphics and Image Processing, ICGIP 2019
EditorsZhigeng Pan, Xun Wang
PublisherSPIE
ISBN (Electronic)9781510635234
DOIs
StatePublished - 2020
Event11th International Conference on Graphics and Image Processing, ICGIP 2019 - Hangzhou, China
Duration: 12 Oct 201914 Oct 2019

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume11373
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference11th International Conference on Graphics and Image Processing, ICGIP 2019
Country/TerritoryChina
CityHangzhou
Period12/10/1914/10/19

Keywords

  • AXI bus
  • High-speed image acquisition
  • Laser triangulation
  • Light bar detection
  • Real-time processing

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