A miniature stereo vision machine (MSVM-III) for dense disparity mapping

被引:20
作者
Jia, YD [1 ]
Zhang, XX [1 ]
Li, MX [1 ]
An, LP [1 ]
机构
[1] Beijing Inst Technol, Dept Comp Sci & Engn, Beijing 100081, Peoples R China
来源
PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1 | 2004年
关键词
D O I
10.1109/ICPR.2004.1334290
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We have developed a miniature stereovision machine (MSVM-III) with three cameras for generating high-resolution dense disparity maps at the video rate. The MSVM-III only uses one FPGA chip to compactly compute trinocular rectification, LoG filtering, and area-based matching. The machine, running at 60 MHz, could process more than 30 fps dense disparity maps with 640 X 480 pixels in 64-pixel disparity search range, and 120 fps with 320 x 240 pixels. Moreover, the MSVM-III has an IEEE 1394 port to a host at the video rate, an interface port to LCD as a miniature 3D imager, and a user board for controlling small mobile robot or other autonomous systems.
引用
收藏
页码:728 / 731
页数:4
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