首页> 外文会议>Image Processing (ICIP 2009), 2009 >Low-complexity near-lossless image coder for efficient bus traffic in very large size multimedia SoC
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Low-complexity near-lossless image coder for efficient bus traffic in very large size multimedia SoC

机译:低复杂度,近乎无损的图像编码器,可在超大型多媒体SoC中实现高效的总线通信

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With dramatic development of image sensor technology, an image resolution of a digital camera has significantly increased recently. However, frequent memory access of such large-size images often brings out huge bus traffic in image processing chips or SoC's embedded in digital cameras. Bus traffic is a critical issue in real-time image processing. This paper presents a computationally efficient near-lossless image coder to mitigate the bus traffic problem. First, the coder can encode a large image data of up to 6K×4K to write to the memory in near-lossless or lossless form with a desired compression ratio. Second, the operating speed of the coder is extremely fast so that it can be easily applied to real-time AV applications with large image resolution. Third, the coder provides much less complexity than typical standard near-lossless coders such as JPEG-LS. So, the proposed coder may cause only a negligible area overhead in SoC implementation. Finally, the coder can adaptively change its compression ratio adaptively with the bus traffic. Simulation results show that the proposed coder provides reasonable coding performance with much less complexity than the existing coders.
机译:随着图像传感器技术的飞速发展,近来数码相机的图像分辨率已显着提高。但是,对此类大尺寸图像的频繁内存访问通常会在图像处理芯片或数字相机中嵌入的SoC中带来巨大的总线流量。总线流量是实时图像处理中的关键问题。本文提出了一种计算效率高的近无损图像编码器,以缓解总线交通问题。首先,编码器可以对高达6K×4K的大图像数据进行编码,以具有所需压缩率的近乎无损或无损的形式写入内存。其次,编码器的运行速度极快,因此可以轻松地应用于具有大图像分辨率的实时AV应用。第三,与典型的标准近无损编码器(如JPEG-LS)相比,该编码器提供的复杂性要低得多。因此,建议的编码器在SoC实现中可能仅引起可忽略的区域开销。最后,编码器可以根据总线流量自适应地更改其压缩率。仿真结果表明,所提出的编码器提供了合理的编码性能,且复杂度远低于现有编码器。

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