An FPGA-Based smart camera for gesture recognition in HCI applications

被引:0
|
作者
Shi, Yu [1 ]
Tsui, Timothy [1 ]
机构
[1] Natl ICT Australia, Sydney, NSW 1430, Australia
关键词
intelligent systems; human-computer interaction; embedded systems; computer vision; pattern recognition;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Smart camera is a camera that can not only see but also think and act. A smart camera is an embedded vision system which captures and processes image to extract application-specific information in real time. The brain of a smart camera is a special processing module that performs application specific information processing. The design of a smart camera as an embedded system is challenging because video processing has insatiable demand for performance and power, but at the same time embedded systems place considerable constraints on the design. We present our work to develop GestureCam, an FPGA-based smart camera built from scratch that can recognize simple hand gestures. The first completed version of GestureCam has shown promising real-time performance and is being tested in several desktop HCI (Human Computer Interface) applications.
引用
收藏
页码:718 / 727
页数:10
相关论文
共 50 条
  • [1] An FPGA-based smart camera for gesture analysis for healthcare applications
    Tsui, Timothy
    Shi, Yu
    [J]. 2008 DIGEST OF TECHNICAL PAPERS INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, 2008, : 281 - 282
  • [2] Developing a Smart Camera for Gesture Recognition in HCI Applications
    Ham, Yean Choon
    Yu Shi
    [J]. ISCE: 2009 IEEE 13TH INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS, VOLS 1 AND 2, 2009, : 701 - +
  • [3] Distributed FPGA-based Smart Camera Architecture for Computer Vision Applications
    Bourrasset, Cedric
    Maggiani, Luca
    Serot, Jocelyn
    Berry, Francois
    Pagano, Paolo
    [J]. 2013 SEVENTH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS (ICDSC), 2013,
  • [4] Video camera-based dynamic gesture recognition for HCI
    Huang, Y
    Zhu, YX
    Xu, GY
    Zhang, H
    Wen, Z
    Ren, HB
    [J]. ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1998, : 904 - 907
  • [5] A novel FPGA-based hand gesture recognition system
    Graduate Institute of Automation Technology, National Taipei University of Technology, Taipei, Taiwan
    [J]. J. Convergence Inf. Technol., 2012, 9 (221-229):
  • [6] An FPGA-based smart camera for accurate chlorophyll estimations
    Perez-Patricio, Madain
    Aguilar-Gonzalez, Abiel
    Camas-Anzueto, Jorge L.
    Morales Navarro, Nestor Antonio
    Grajales-Coutino, Ruben
    [J]. INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 2018, 46 (09) : 1663 - 1674
  • [7] DreamCam: A modular FPGA-based smart camera architecture
    Birem, Merwan
    Berry, Francois
    [J]. JOURNAL OF SYSTEMS ARCHITECTURE, 2014, 60 (06) : 519 - 527
  • [8] DreamCAM: a FPGA-based Platform for Smart Camera Networks
    Bourrasset, Cedric
    Maggiani, Luca
    Serot, Jocelyn
    Berry, Francois
    Pagano, Paolo
    [J]. 2013 SEVENTH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS (ICDSC), 2013,
  • [9] Dataflow object detection system for FPGA-based smart camera
    Bourrasset, Cedric
    Maggiani, Luca
    Serot, Jocelyn
    Berry, Francois
    [J]. IET CIRCUITS DEVICES & SYSTEMS, 2016, 10 (04) : 280 - 291
  • [10] Hardware, design and implementation issues on a FPGA-based smart camera
    Dias, Fabio
    Berry, Francois
    Serot, Jocelyn
    Marmoiton, Francois
    [J]. 2007 FIRST ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS, 2007, : 17 - 23