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An Efficient Hardware-Optimized Compression Algorithm for Wireless Capsule Endoscopy Image Transmission

机译:一种高效的硬件优化压缩算法,用于无线胶囊内窥镜检查图像传输

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A dedicated image compression algorithm was developed for wireless capsule endoscopy (WCE). The proposed approach reduces the amount image data without compromising the image quality. This allows an increase in image throughput to improve the real-time vision capabilities of a WCE system. The algorithm is based on a normalized Haar-wavelet transformation, aiming at a hardware-optimized implementation in a low-power FPGA or telemetry ASIC for wireless capsule endoscopes. Taking advantage of the limited color content of endoscopic images, this solution uses the YCbCr color space, combined with efficient recoding of the wavelet transformation data. In this way adequate compression ratios at decent image qualities can be achieved in a hardware efficient thus low power implementation, outperforming existing hardware implemented algorithms.
机译:为无线胶囊内窥镜(WCE)开发了专用图像压缩算法。所提出的方法减少了量图像数据而不会影响图像质量。这允许增加图像吞吐量以改善WCE系统的实时视觉功能。该算法基于归一化的HAAR-小波变换,其针对无线胶囊内窥镜的低功耗FPGA或遥测ASIC中的硬件优化实现。利用内窥镜图像的有限颜色含量,该解决方案使用YCBCR颜色空间,与小波变换数据的有效重新编码结合。以这种方式,可以在硬件高效的硬件高效地实现体内图像质量处的足够压缩比,优于现有的硬件实现的算法。

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