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The Real-Time Image Processing Technique Based on DSP

The Real-Time Image Processing Technique Based on DSP
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摘要 This paper proposes a novel real time image processing technique based on digital singnal processor (DSP). At the aspect of wavelet transform(WT) algorithm, the technique uses algorithm of second generation wavelet transform lifting scheme WT that has low calculation complexity property for the 2 D image data processing. Since the processing effect of lifting scheme WT for I D data is better than the effect of it for 2 D data obviously, this paper proposes a reformative processing method: Transform 2-D image data to 1 D data sequence by linearization method, then process the 1 D data sequence by algorithm of lifting scheme WT. The method changes the image convolution mode, which based on the cross filtering of rows and columns. At the aspect of hardware realization, the technique optimizes the program structure of DSP to exert the operation power with the iwchip memorizer of DSP. The experiment results show that the real time image processing techniquc proposed in this paper can meet the real-time requirement of videoimage transmitting in the video surveillance system of electric power. So the technique is a feasible and efficient DSP solution. This paper proposes a novel real time image processing technique based on digital singnal processor (DSP). At the aspect of wavelet transform(WT) algorithm, the technique uses algorithm of second generation wavelet transform lifting scheme WT that has low calculation complexity property for the 2 D image data processing. Since the processing effect of lifting scheme WT for I D data is better than the effect of it for 2 D data obviously, this paper proposes a reformative processing method: Transform 2-D image data to 1 D data sequence by linearization method, then process the 1 D data sequence by algorithm of lifting scheme WT. The method changes the image convolution mode, which based on the cross filtering of rows and columns. At the aspect of hardware realization, the technique optimizes the program structure of DSP to exert the operation power with the iwchip memorizer of DSP. The experiment results show that the real time image processing techniquc proposed in this paper can meet the real-time requirement of videoimage transmitting in the video surveillance system of electric power. So the technique is a feasible and efficient DSP solution.
出处 《Wuhan University Journal of Natural Sciences》 EI CAS 2005年第6期1025-1029,共5页 武汉大学学报(自然科学英文版)
基金 Supported bythe National 863 High Technology Project of China(2002AA517020)
关键词 DSP lifting scheme LINEARIZATION structure optimized design video surveillance system of electric power DSP lifting scheme linearization structure optimized design video surveillance system of electric power
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参考文献1

  • 1Ingrid Daubechies,Wim Sweldens.Factoring wavelet transforms into lifting steps[J].The Journal of Fourier Analysis and Applications.1998(3)

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