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Implementation of real-time Laplacian pyramid image fusion processing based on FPGA

机译:基于FPGA的实时拉普拉斯金字塔图像融合处理的实现

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In this paper, a novel method is proposed to implement Laplacian pyramid image fusion on FPGA. Firstly, implementation of image fusion algorithm based on Programable DSP (PDSP) and FPGA is compared, as well as the advantages of Laplacian pyramid for parallel processing. Secondly, the architecture and characters of Laplacian pyramid is analyzed in detail. Finally the related logical modules in FPGA are designed according to their functions of this algorithm, including controlling module, decomposing module, fusion module and reconstruction module. Inside the decomposing module, 3-stage pipeline is designed for decomposing images at each level. Three-level Laplacian pyramid image fusion algorithm is adopted through Verilog Hardware Description Language according to the designed methods forementioned. The design is verified on a real-time dual-channel image fusion system based on Virtex-4 SX35 FPGA. The experiment results show that the fusion system can realize real-time image fusion processing for dual channels 640×480 images at the rate of 25 frames per second. Comparing with input digital video stream, the output video stream delays less than 10 horizontal line clocks.
机译:本文提出了一种在FPGA上实现拉普拉斯金字塔图像融合的新方法。首先,比较了基于可编程DSP(PDSP)和FPGA的图像融合算法的实现,以及拉普拉斯金字塔在并行处理中的优势。其次,详细分析了拉普拉斯金字塔的结构和特点。最后根据该算法的功能设计了FPGA中的相关逻辑模块,包括控制模块,分解模块,融合模块和重构模块。在分解模块内部,设计了3级流水线,用于分解每个级别的图像。根据上述设计方法,通过Verilog硬件描述语言采用了三级拉普拉斯金字塔图像融合算法。该设计在基于Virtex-4 SX35 FPGA的实时双通道图像融合系统上得到了验证。实验结果表明,该融合系统能够以每秒25帧的速度实现640×480双通道图像的实时图像融合处理。与输入数字视频流相比,输出视频流延迟不到10个水平行时钟。

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