• DocumentCode
    1768318
  • Title

    SoC processor for real-time object labeling in life camera streams with low line level latency

  • Author

    Zhengqiang Yu ; Claesen, Luc ; Yun Pan ; Motten, Andy ; Yimu Wang ; Xiaolang Yan

  • Author_Institution
    Inst. of VLSI Design, Zhejiang Univ., Hangzhou, China
  • fYear
    2014
  • fDate
    1-5 June 2014
  • Firstpage
    345
  • Lastpage
    348
  • Abstract
    Image recognition systems implement a number of processing stages: preprocessing, segmentation and classification. In camera based video processing chains, usually several frame delays are incurred between the moment of capture and the actual availability of the classification results. Hardware architectures for stream based video processing have already been widely employed. In this paper, a new hardware architecture for accelerating the generic task of connected component analysis and object labeling in the segmentation step is presented. The architecture is specifically optimized for very low latency between image component capture by a camera and the detection in hardware. This latency constitutes only a few delay lines, thereby shortening the response time by a few orders of magnitude in comparison to traditional frame-buffer based methods.
  • Keywords
    image classification; image segmentation; system-on-chip; video signal processing; SoC processor; camera based video processing; connected component analysis; frame delays; frame-buffer based methods; image classification; image component capture; image recognition; image segmentation; real time object labeling; stream based video processing; Cameras; Clocks; Corporate acquisitions; Hardware; Labeling; Real-time systems; Streaming media; Blob Detection; Connected Component Analysis; Object Labeling; Video Processing; Vision; robotics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
  • Conference_Location
    Melbourne VIC
  • Print_ISBN
    978-1-4799-3431-7
  • Type

    conf

  • DOI
    10.1109/ISCAS.2014.6865136
  • Filename
    6865136