Title :
A coprocessor for accelerating visual information processing
Author :
Stechele, W. ; Cárcel, L. Alvado ; Herrmann, S. ; Simón, J. Lidón
Author_Institution :
Technische Univ. Munchen, Germany
Abstract :
Visual information processing will play an increasingly important role in future electronics systems. In many applications, e.g. video surveillance cameras, data throughput of microprocessors is not sufficient and power consumption is too high. Instruction profiling on a typical test algorithm has shown that pixel address calculations are the dominant operations to be optimized. Therefore AddressLib, a structured scheme for pixel addressing was developed, that can be accelerated by AddressEngine, a coprocessor for visual information processing. In this paper, the architectural design of AddressEngine is described, which in the first step supports a subset of the AddressLib. Dataflow and memory organization are optimized during architectural design. AddressEngine was implemented in an FPGA and was tested with the MPEG-7 global motion estimation algorithm. Results on processing speed and circuit complexity are given and compared to a pure software implementation. The next step will be the support for the full AddressLib, including segment addressing. An outlook on further investigations on dynamic reconfiguration capabilities is given.
Keywords :
circuit optimisation; coprocessors; field programmable gate arrays; image segmentation; motion estimation; reconfigurable architectures; video signal processing; AddressEngine accelerated coprocessor; AddressLib pixel addressing scheme; FPGA; MPEG-7 global motion estimation algorithm; dataflow optimization; dynamic reconfiguration; memory organization; microprocessor data throughput; pixel address calculations; video object segmentation; video surveillance cameras; visual information processing; Acceleration; Cameras; Coprocessors; Design optimization; Energy consumption; Information processing; Microprocessors; Testing; Throughput; Video surveillance;
Conference_Titel :
Design, Automation and Test in Europe, 2005. Proceedings
Print_ISBN :
0-7695-2288-2
DOI :
10.1109/DATE.2005.8