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首页> 外文期刊>Journal of Real-Time Image Processing >VLSI implementation of an ultra-low-cost and low-power image compressor for wireless camera networks
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VLSI implementation of an ultra-low-cost and low-power image compressor for wireless camera networks

机译:VLSI实现了用于无线摄像机网络的超低成本,低功耗图像压缩器

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In this paper, a novel hardware-oriented color image compression algorithm based on digital halftoning and block truncation coding (BTC) techniques is proposed for very large-scale integration (VLSI) implementation. The proposed technique consists of a threshold generator, a bitmap generator, a BTC training module, a predictor, and a signed Golomb-Rice coding module. Because the wireless camera network is developed for perceiving, measuring, and collecting information from the environment, each camera sensing node should be designed to achieve low cost, small size, high compression rates, and low power consumption. Hence, a novel low-complexity, high-performance, transform-free, hardware-oriented color image compression algorithm based on digital halftoning and BTC is proposed. In order to achieve the performance of compressing images in real time, the proposed color image compression algorithm was realized by a VLSI technique. The VLSI architecture in this work contains only 8.1-k gate counts, and the core area is 81,000 mu m(2) synthesized using a TSMC 0.18-mu m CMOS process. The operating frequency of this work is 100 MHz and consumes 2.91 mW, which is efficient to develop wireless electronic systems with the demand of color image compression in real time. Compared with JPEG- and JPEG-LS-based designs, this work reduces gate counts by at least 71.1 % and power consumption by 53 % and only requires a one-line-buffer memory.
机译:本文针对超大规模集成(VLSI)的实现,提出了一种基于数字半色调和块截断编码(BTC)技术的面向硬件的彩色图像压缩算法。所提出的技术包括阈值生成器,位图生成器,BTC训练模块,预测器和有符号Golomb-Rice编码模块。由于无线摄像头网络是为感知,测量和收集环境信息而开发的,因此每个摄像头感应节点的设计都应实现低成本,小尺寸,高压缩率和低功耗。因此,提出了一种基于数字半色调和BTC的低复杂度,高性能,无变换,面向硬件的彩色图像压缩算法。为了达到实时压缩图像的性能,提出的彩色图像压缩算法是通过VLSI技术实现的。这项工作中的VLSI架构仅包含8.1k的门数,核心面积是使用TSMC0.18μmCMOS工艺合成的81,000μm(2)。这项工作的工作频率为100 MHz,消耗2.91 mW,这对于实时开发彩色图像压缩需求的无线电子系统非常有效。与基于JPEG和JPEG-LS的设计相比,这项工作将门数减少了至少71.1%,将功耗减少了53%,并且只需要一个行缓冲存储器。

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