Development of High-speed and Real-time Vision Platform, H3 Vision

被引:52
作者
Ishii, Idaku [1 ]
Taniguchi, Taku [1 ]
Sukenobe, Ryo [1 ]
Yamamoto, Kenkichi [1 ]
机构
[1] Hiroshima Univ, Hiroshima 7398527, Japan
来源
2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS | 2009年
关键词
D O I
10.1109/IROS.2009.5354718
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we introduce a high-speed vision platform, H-3 (Hiroshima Hyper Human) Vision, which can simultaneously process a 1024 X 1024 pixel image at 1000 fps and a 256 X 256 pixel image at 10000 fps by implementing image processing algorithms as hardware logic on a dedicated FPGA board. Various types of algorithms are actually implemented to show that H-3 Vision can work a high-speed image processing engine. Experimental results are shown for multi-target color tracking, feature point tracking, optical flow detection, and pattern recognition by using high-order local auto-correlation (HLAC) feature at a frame rate of 1000 fps or more.
引用
收藏
页码:3671 / 3678
页数:8
相关论文
共 20 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]  
ISHII I, 2007, J I ELECT INFORM COM, V90, P838
[6]   Automatic scratching pattern detection for laboratory mice using high-speed video images [J].
Ishii, Idaku ;
Kurozumi, Shogo ;
Orito, Kensuke ;
Matsuda, Hiroshi .
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2008, 5 (01) :176-182
[7]   Higher order autocorrelation vision chip [J].
Ishii, Idaku ;
Yamamoto, Kenkichi ;
Kubozono, Munehiro .
IEEE TRANSACTIONS ON ELECTRON DEVICES, 2006, 53 (08) :1797-1804
[8]  
Kaneko M, 2005, IEEE INT CONF ROBOT, P2871
[9]  
KORNURO T, 2004, IEEE J SOLID-ST CIRC, V39, P265
[10]  
Lucas B.D., 1981, P DARPA IMAGE UNDERS