Design and Implementation of Stereo Vision Systems Based on FPGA for 3D Information

Kuo Yang Tu, Chen Yu Chiu, Shih An Li, Jacky Baltes

研究成果: 書貢獻/報告類型會議論文篇章

摘要

The purpose of this paper is to utilize Field Programmable Gate Array (FPGA) to perform stereo vision distance detection. However, the stereo vision built by two cameras makes memory space lacking and image process slow under the constraints of FPGA application. In this paper, efficient memory space allocation and hardware calculation for stereo vision detection built in a System on a Programmable Chip (SOPC) based on FPGA are proposed. The hardware for stereo vision distance calculation includes the processing for the images of gray, binary, dilation, erosion, etc, and image geometry method for the vision distance through information of phase differences between two lenses. In addition, the simple hardware algorithm of background image subtraction to capture an object image from a series of image frames is also included. The totally hardware to perform stereo vision distance detection is difficult implementation, but firmware (some calculation in software) is flexible and quick to develop. Therefore, the performance of stereo vision distance detection according to hardware and firmware is compared. Finally, the distance calculation between objects and the lenses is demonstrated by practical experiments.

原文英語
主出版物標題Intelligent Robotics Systems
主出版物子標題Inspiring the NEXT - 16th FIRA RoboWorld Congress, FIRA 2013, Proceedings
發行者Springer Verlag
頁面309-318
頁數10
ISBN(列印)9783642404085
DOIs
出版狀態已發佈 - 2013
事件16th FIRA RoboWorld Congress, FIRA 2013 - Kuala Lumpur, 马来西亚
持續時間: 2013 八月 242013 八月 29

出版系列

名字Communications in Computer and Information Science
376 CCIS
ISSN(列印)1865-0929

其他

其他16th FIRA RoboWorld Congress, FIRA 2013
國家/地區马来西亚
城市Kuala Lumpur
期間2013/08/242013/08/29

ASJC Scopus subject areas

  • 電腦科學(全部)
  • 數學(全部)

指紋

深入研究「Design and Implementation of Stereo Vision Systems Based on FPGA for 3D Information」主題。共同形成了獨特的指紋。

引用此