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FPGA-based image compression for low-power Wireless Camera Sensor Networks

机译:基于FPGA的低功耗无线摄像机传感器网络的图像压缩

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In this paper, a low-complexity image compression scheme for energy-constrained Wireless Camera Sensor Networks (WCSN) is presented and its hardware implementation cost for FPGA solution is evaluated. The main purpose of this FPGA circuit is to relieve the main microcontroller in the camera sensor node of the image compression tasks and to achieve highspeed and low-power image processing. The interest of our hardware solution is twofold. First, a fast zonal DCT algorithm is used to reduce the number of DCT coefficients in each block of the image to be computed, quantized and encoded. Second, compression settings can be changed at runtime in order to allow a dynamic adjustment of the trade-off between energy consumption and image distortion. The efficiency of the image compression scheme is validated through experimental results using FPGA platform.
机译:本文提出了一种用于能量受限无线摄像机传感器网络(WCSN)的低复杂性图像压缩方案,并评估其FPGA解决方案的硬件实现成本。该FPGA电路的主要目的是在图像压缩任务的相机传感器节点中缓解主微控制器,并实现高速和低功率图像处理。我们的硬件解决方案的兴趣是双重的。首先,使用快速区划DCT算法来减少要计算的图像的每个块中的DCT系数的数量,量化和编码。其次,可以在运行时更改压缩设置,以便允许动态调整能耗和图像失真之间的权衡。通过使用FPGA平台的实验结果验证图像压缩方案的效率。

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