期刊文献+

移动机器人双目立体视觉测量系统研究 被引量:2

Research on Mobile Robot Binocular Stereo Vision Measuring System
下载PDF
导出
摘要 研究了一种用于移动机器人进行三维感知的被动双目立体视觉测量系统。首先建立了该系统的数学模型,然后针对其双通道图像同时采集和大数据量快速处理的需要,采用了基于多媒体DSP芯片DM642硬件系统构架,并应用了一种基于SUSAN角点特征的区域匹配算法。实验表明该系统测量速度快、精度高。 A passive binocular vision measuring system for 3D-perception of mobile robot is studied. At first, the mathematical model is built, then for its simultaneous acquisition of dual-channel image data and rapid processing with large quantity of data, a hardware system based on multimedia DSP chip of DM642 is used, and an algorithm based on regional matching of SUSAN corner features is introduced. Experiments show that the system has rapid measuring speed and high accuracy.
出处 《测控技术》 CSCD 2008年第9期15-17,21,共4页 Measurement & Control Technology
关键词 移动机器人 双目立体视觉测量 立体匹配 TMS320DM642 mobile robot binocular stereo vision measuring system stereo matching TMS320DM642
  • 相关文献

参考文献6

  • 1刘传才.图像理解与机器视觉[M].厦门:厦门大学出版社,2002.
  • 2TMS320DM642 Video/Imaging Fixed-Point Digital Signal Processor Data Manual[ Z]. Texas Instruments Inc, ,2003.
  • 3ZHANG Zhengyou. A flexible new technique for camera calibration [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence,2000,22( 11 ) : 1 330 - 1 334.
  • 4席志红,刘利彬,许新利.SUSAN角点检测算法改进[J].应用科技,2006,33(9):29-31. 被引量:14
  • 5Faugeras O, Hotz B, Mathieu H, et al. Real-time correlation-based stereo: algorithm implementations and applications [ R ]. INRIA Technical Report #2013,1993-08,
  • 6Fischler M A and Bolles R C, Random sample consensus:a paradigm for model fitting with applications to image analysis and automated cartography[J]. Communications of the ACM,1981,24(6) :381 -395.

二级参考文献6

  • 1SMITH S M, BRADY M . SUSAN-A new approach to low level image processing [ J ]. International Jaurnal of Computer Vision, 1997,23( 1 ) :4578.
  • 2SHEN F, WNAG H. Real time gray level corner detector[J]. Pattern Reetionition Letters, 2002,23 ( 8 ) : 1 - 6.
  • 3HARRIS C, STEPHENS M. A combined Corner and edge detector [ A]. Proc of 4th Alvey Vision conference [ C ].Manchester, Britain, 1988.
  • 4KITCHEN L, ROSENFELD A. Grey-level corner detection[J]. Pattern Rccog, 1982 (1) : 95 - 102.
  • 5MORAVEC H P. Towards automatic visual obstacle avoidance[ A]. Proceeding of International Joint Conference on Artificial Intelligence[ C]. Cambrige, Britain, 1997.
  • 6HARRIS C, STEPHENS M. A combined comer and edge detector[A]. Proc of 4th Alvey Vision Conference [ C ].Manchester, Britain, 1988.

共引文献14

同被引文献14

引证文献2

二级引证文献14

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部