• DocumentCode
    121164
  • Title

    Implementation and evaluation of a pothole detection system on TI C6678 Digital Signal Processor

  • Author

    Chee Kin Chan ; Yuan Gao ; Zhen Zhang ; Dahnoun, Naim

  • Author_Institution
    Univ. of Bristol, Bristol, UK
  • fYear
    2014
  • fDate
    11-12 Sept. 2014
  • Firstpage
    297
  • Lastpage
    301
  • Abstract
    This paper describes the implementation of a previously proposed pothole detection system on Texas Instruments C6678 Digital Signal Processor (DSP). The system employs disparity maps as input followed by surface fitting and Connected Component Labelling (CCL) for pothole detection. Optimisations of the matrix calculation in the system algorithm have been made DSP friendly. Memory management has also been applied for high resolution input images as well as compiler optimisation for efficient code pipelining. The paper also discusses the use of parallel and multi-core programming of IPC and OpenMP API on TI C6678. The core system sections have been evaluated in terms of runtime and accuracy under different optimisation approaches.
  • Keywords
    digital signal processing chips; object detection; roads; DSP; IPC; OpenMP API; TI C6678 digital signal processor; Texas Instruments C6678 digital signal processor; code pipelining; compiler optimisation; connected component labelling; core system sections; disparity maps; memory management; multicore programming; parallel programming; pothole detection system; Digital signal processing; Equations; Fitting; Mathematical model; Matrix decomposition; Optimization; Surface fitting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Education and Research Conference (EDERC), 2014 6th European Embedded Design in
  • Conference_Location
    Milano
  • Print_ISBN
    978-1-4799-6841-1
  • Type

    conf

  • DOI
    10.1109/EDERC.2014.6924408
  • Filename
    6924408