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CMOS Image Sensor with On-Chip Image Compression: A Review and Performance Analysis

机译:具有片上图像压缩功能的CMOS图像传感器:综述和性能分析

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Demand for high-resolution, low-power sensing devices with integrated image processing capabilities, especially compression capability, is increasing. CMOS technology enables the integration of image sensing and image processing, making it possible to improve the overall system performance. This paper reviews the current state of the art in CMOS image sensors featuring on-chip image compression. Firstly, typical sensing systems consisting of separate image-capturing unit and image-compression processing unit are reviewed, followed by systems that integrate focal-plane compression. The paper also provides a thorough review of a new design paradigm, in which image compression is performed during the image-capture phase prior to storage, referred to as compressive acquisition. High-performance sensor systems reported in recent years are also introduced. Performance analysis and comparison of the reported designs using different design paradigm are presented at the end.
机译:对具有集成图像处理能力,尤其是压缩能力的高分辨率,低功率感测设备的需求正在增长。 CMOS技术可实现图像感测和图像处理的集成,从而有可能提高整体系统性能。本文回顾了具有片上图像压缩功能的CMOS图像传感器的最新技术。首先,回顾了由独立的图像捕获单元和图像压缩处理单元组成的典型传感系统,然后是集成了焦平面压缩的系统。本文还对新的设计范式进行了全面的回顾,其中在存储之前的图像捕获阶段执行图像压缩,称为压缩采集。还介绍了近年来报道的高性能传感器系统。最后介绍了使用不同设计范式对所报告设计进行性能分析和比较。

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