基于DSP的视频去雾并行处理方法 |
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引用本文: | 李志勇,戴德辉,韦 哲.基于DSP的视频去雾并行处理方法[J].电子器件,2018,41(3). |
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作者姓名: | 李志勇 戴德辉 韦 哲 |
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作者单位: | 合肥市新星技术研究所 |
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摘 要: | 为提高视频去雾的实时性,结合DSP芯片DM6437的硬件特性,提出了一种基于暗通道模型的去雾并行处理方法。采用乒乓式DMA传输方法优化了暗通道处理的并行数据访问和运算效率,综合运用单指令多数据、数组扩展、查表法等方法建立了环境光图生成、像素校正等核心处理的并行计算模型,重点改进了一种均值滤波算法,其平均处理时间约4ms。最终对分辨率 的视频实现了11.4ms/帧的实时去雾处理,并保证了良好的去雾质量。
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关 键 词: | 视频处理 去雾 DSP优化 并行处理 |
Parallel Processing Method of Video Defogging Based on DSP |
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Abstract: | According to DSP characters of the DM6437 chip, this paper presents a parallel processing method based on the dark channel defogging model to advance real-time of video defogging. Data accessing and data operating in the dark channel processing are concurrently running with ping-pong DMA. Some methods including SIMD, array extending and look-up table are adopted in the parallel computational model of ambient light image generating and pixels adjusting. A kind of mean filtering algorithm is improved, and its average processing time is about 4 Ms. They optimize mean filtering and pixels adjusting on parallelism. Finally videos which resolution ratio is can be real-time processed (11.4Ms/F), and defogging performance is good. |
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Keywords: | video processing defogging DSP optimizing parallel processing |
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