采用28nm CMOS技术的单片2048×1080分辨率32fps 380mW三视视差估计处理器

Jonathan Narinx, T. Demirci, Abdulkadir Akin, Y. Leblebici
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引用次数: 3

摘要

本文提出了一种单芯片三眼视差估计处理器,能够以32帧/秒的速度实时计算高达2048×1080分辨率的深度图,使用2 / 3个CMOS相机传感器,视差范围高达256像素。该设计最重要的特点是,该芯片是基于一个三视自适应窗口匹配过程,需要非常有限的片上存储器,并完全避免使用任何外部存储器。此外,它以最低的功耗和最高的帧速率提供最高的视差范围能力,同时计算高质量的视差结果。它具有一个流进/输出接口,可以轻松集成到现有的视觉系统中,而无需额外的开销,并在吞吐量,分辨率和视差范围之间提供动态可扩展的权衡。该单片机采用28nm CMOS技术制造,芯片面积为5.96mm2,时钟频率为300MHz时功耗为380mW。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A single-chip 2048×1080 resolution 32fps 380mW trinocular disparity estimation processor in 28nm CMOS technology
This paper presents a single-chip trinocular disparity estimation processor, capable of computing in real-time up to 2048×1080 resolution depth maps at 32fps with up to 256-pixel disparity range using two/three CMOS camera sensors. The most important feature of the presented design is that the chip is based on a trinocular adaptive window matching process that requires very limited on-chip memory, and completely avoids the usage of any external memory. Moreover, it provides the highest reported disparity range capability at the lowest power consumption and highest frame rate, while computing high-quality disparity results. It features a stream-in/out interface to be easily integrated in existing vision systems, without additional overhead, and offers a dynamically scalable tradeoff between throughput, resolution and disparity range. The single-chip is fabricated in 28nm CMOS technology, has a die area of 5.96mm2 and a power consumption of 380mW at 300MHz clock frequency.
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