Development of Image Recognition Processor Based on Configurable Processor

被引:4
|
作者
Miyamori, Takashi [1 ]
Tanabe, Jun [1 ]
Taniguchi, Yasuhiro [2 ]
Furukawa, Kenji [2 ]
Kozakaya, Tatsuo [2 ]
Nakai, Hiroaki [2 ]
Miyamoto, Yukimasa [1 ]
Maeda, Ken-ichi [2 ]
Matsui, Masataka [1 ]
机构
[1] Toshiba Co Ltd, Semicond Co, SoC Res & Dev Ctr, Saiwai Ku, 580-1 Horikawa Cho, Kawasaki, Kanagawa 2128520, Japan
[2] Toshiba Co Ltd, Corp Res & Dev Ctr, Saiwai Ku, Kawasaki, Kanagawa 2128582, Japan
关键词
VLIW; configurable processor; image recognition; intelligent vehicle; ITS;
D O I
10.20965/jrm.2005.p0437
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
We developed an image recognition processor, "Visconti," based on a configurable processor. Three VLIW processors that execute three instructions in parallel are integrated into a single chip with peripheral modules such as video I/Os and an SDRAM controller. Each VLIW processor has a RISC processor core and a VLIW coprocessor dedicated to image processing. The coprocessor executes SIMD instructions such as 8-parallel byte. Visconti was fabricated using 0.13 mu m CMOS technology, operates at 150MHz, and consumes about 1W. We present actual application examples of Visconti, onboard surveillance for automobiles and face recognition. Compared to cases in which only the processor core is used, execution speed per one processor increases about 16 times for onboard surveillance and about five times per three processors for face recognition. These applications can be processed in real time.
引用
收藏
页码:437 / 446
页数:10
相关论文
共 50 条
  • [31] An image recognition processor using dynamically reconfigurable ALU
    Miyamoto, N
    Kotani, K
    Maruo, K
    Ohmi, T
    PROCEEDINGS OF THE IEEE 2004 CUSTOM INTEGRATED CIRCUITS CONFERENCE, 2004, : 599 - 602
  • [32] Astronomical Image Blurring Process Implementing with TTA-like Configurable Processor
    Guo, Wei
    Shi, Shaofei
    Wei, Jizeng
    Sun, Jizhou
    Yu, Ce
    2011 INTERNATIONAL CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND AUTOMATION (CCCA 2011), VOL II, 2010, : 297 - 300
  • [33] Wavelet image processor for pattern recognition and feature extraction
    DeCusatis, C
    Abbate, A
    Das, P
    INTERNATIONAL CONFERENCE ON HOLOGRAPHY AND OPTICAL INFORMATION PROCESSING (ICHOIP '96), 1996, 2866 : 91 - 94
  • [34] Fast Lane Boundary Recognition by a Parallel Image Processor
    Premachandra, Chinthaka
    Gohara, Ryo
    Kato, Kiyotaka
    2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2016, : 947 - 952
  • [35] Design of Deep Learning VLIW Processor for Image Recognition
    Li L.
    Zhang S.
    Wu J.
    Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2020, 38 (01): : 216 - 224
  • [36] A feature associative processor for image recognition based on a A-D merged architecture
    Iwata, A
    Nagata, M
    Nakamoto, H
    Takeda, N
    Homma, M
    Higashi, H
    Morie, T
    VLSI: SYSTEMS ON A CHIP, 2000, 34 : 77 - 88
  • [37] Application specific processor design for H.264 decoder with a configurable embedded processor
    Han, JH
    Lee, MY
    Bae, Y
    Cho, HJ
    ETRI JOURNAL, 2005, 27 (05) : 491 - 496
  • [38] A bus architecture centric configurable processor system
    Winegarden, S
    PROCEEDINGS OF THE IEEE 1999 CUSTOM INTEGRATED CIRCUITS CONFERENCE, 1999, : 627 - 630
  • [39] A Configurable Digital Processor for Scintillation Detector Events
    Abbiati, Roberto
    Brambilla, Sergio
    Camera, Franco
    Geraci, Angelo
    Million, Benedicte
    Scarpaci, Sebastiano
    2006 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOL 1-6, 2006, : 969 - 972
  • [40] Fast IP packet classification with configurable processor
    Ji, HM
    Carchia, M
    GLOBECOM '01: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-6, 2001, : 2268 - 2274