2000 fps Real-time Vision System with High-frame-rate Video Recording

被引:112
作者
Ishii, Idaku [1 ]
Tatebe, Tetsuro [1 ]
Gu, Qingyi [1 ]
Moriue, Yuta [1 ]
Takaki, Takeshi [1 ]
Tajima, Kenji [2 ]
机构
[1] Hiroshima Univ, Hiroshima 7398527, Japan
[2] Photron Inc, Tokyo 1020071, Japan
来源
2010 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA) | 2010年
关键词
PROCESSOR;
D O I
10.1109/ROBOT.2010.5509731
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper introduces a high-speed vision system called IDP Express, which can execute real-time image processing and high frame rate video recording simultaneously. In IDP Express, a dedicated FPGA (Field Programmable Gate Array) board processes 512 x 512 pixel images from two camera heads by implementing image processing algorithms as hardware logic; the input images and processed results are transferred to standard PC memory at a rate of 2000 fps or more. Owing to the simultaneous high-frame-rate video processing and recording, IDP Express can be used as an intelligent video logger for long-term high-speed phenomenon analysis even when the measured objects move quickly in a wide area. We applied IDP Express to a mechanical target tracking system to record a high-frame-rate video at high resolution for a crucial moment, which is magnified by tracking the measured objects with visual feedback control. Several experiments on moving objects that undergo sudden shape deformation were performed. The results of the experiments involving the explosion of a rotating balloon and the crash of falling custard pudding have been provided to verify the effectiveness of IDP Express.
引用
收藏
页码:1536 / 1541
页数:6
相关论文
共 9 条
[1]   A PROGRAMMABLE ARTIFICIAL RETINA [J].
BERNARD, TM ;
ZAVIDOVIQUE, BY ;
DEVOS, FJ .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 1993, 28 (07) :789-798
[2]   VLSI implementation of a focal plane image processor - A realization of the near-sensor image processing concept [J].
Eklund, JE ;
Svensson, C ;
Astrom, A .
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 1996, 4 (03) :322-335
[3]   Realtime FPGA-Based Vision System [J].
Hirai, Shinichi ;
Zakoji, Masakazu ;
Masubuchi, Akihiro ;
Tsuboi, Tatsuhiko .
JOURNAL OF ROBOTICS AND MECHATRONICS, 2005, 17 (04) :401-409
[4]  
Ishii I, 1996, IEEE INT CONF ROBOT, P2309, DOI 10.1109/ROBOT.1996.506508
[5]   Development of High-speed and Real-time Vision Platform, H3 Vision [J].
Ishii, Idaku ;
Taniguchi, Taku ;
Sukenobe, Ryo ;
Yamamoto, Kenkichi .
2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, 2009, :3671-3678
[6]   A dynamically reconfigurable SIMD processor for a vision chip [J].
Komuro, T ;
Kagami, S ;
Ishikawa, M .
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2004, 39 (01) :265-268
[7]  
Nakamura Y, 2001, IEEE INT CONF ROBOT, P2014, DOI 10.1109/ROBOT.2001.932903
[8]  
Namiki A, 2003, IROS 2003: PROCEEDINGS OF THE 2003 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-4, P2666
[9]   955-fps real-time shape measurement of a moving/deforming object using high-speed vision for numerous-point analysis [J].
Watanabe, Yoshihiro ;
Komuro, Takashi ;
Ishikawa, Masatoshi .
PROCEEDINGS OF THE 2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-10, 2007, :3192-+