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首页> 外文期刊>Journal of Real-Time Image Processing >Energy-efficient image compression algorithm for high-frame rate multi-view wireless capsule endoscopy
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Energy-efficient image compression algorithm for high-frame rate multi-view wireless capsule endoscopy

机译:高帧率多视点无线胶囊内窥镜的节能图像压缩算法

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摘要

The design, architecture and VLSI implementation of an image compression algorithm for high-frame rate, multi-view wireless endoscopy is presented. By operating directly on Bayer color filter array image the algorithm achieves both high overall energy efficiency and low implementation cost. It uses two-dimensional discrete cosine transform to decorrelate image values in each 4x4 block. Resulting coefficients are encoded by a new low-complexity yet efficient entropy encoder. An adaptive deblocking filter on the decoder side removes blocking effects and tiling artifacts on very flat image, which enhance the final image quality. The proposed compressor, including a 4 KB FIFO, a parallel to serial converter and a forward error correction encoder, is implemented in 180 nm CMOS process. It consumes 1.32 mW at 50 frames per second (fps) and only 0.68 mW at 25 fps at 3 MHz clock. Low silicon area 1.1 mm x 1.1 mm, high energy efficiency (27 mu J/frame) and throughput offer excellent scalability to handle image processing tasks in new, emerging, multi-view, robotic capsules.
机译:提出了一种用于高帧率多视点无线内窥镜图像压缩算法的设计,架构和VLSI实现。通过直接在拜耳彩色滤光片阵列图像上进行操作,该算法既可实现较高的整体能效,又可实现较低的实施成本。它使用二维离散余弦变换来解相关每个4x4块中的图像值。结果系数由新的低复杂度但有效的熵编码器编码。解码器端的自适应解块滤波器可消除非常平坦图像上的块效应和平铺伪像,从而提高了最终图像质量。拟议的压缩器包括一个4 KB FIFO,一个并行到串行转换器和一个前向纠错编码器,以180 nm CMOS工艺实现。在3 MHz时钟下,它以每秒50帧(fps)的速度消耗1.32 mW,在25 fps时仅消耗0.68 mW。硅面积低至1.1 mm x 1.1 mm,高能效(27μJ /帧)和吞吐量可提供出色的可扩展性,以处理新型,新兴的多视图机器人胶囊中的图像处理任务。

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