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一个视觉芯片,用于开放世界的感知
Zheyu Yang1,2, Taoyi Wang1, Yihan Lin1
1Center for Brain-Inspired Computing Research (CBICR), Optical Memory National Engineering Research Center and Department of Precision Instrument, Tsinghua University, Beijing, China.
Nature
|May 29, 2024
概括
研究人员开发了一种以人类视觉系统为灵感的视觉芯片. 这种互补的传感模式可以实现高速,高动态范围的图像传感,在复杂的开放世界应用中实现强大的感知.
科学领域:
- 计算机视觉
- 传感器技术
- 仿生系统
背景情况:
- 由于功率和带宽的限制, 图像传感器在动态,不可预测的开放场景中扎.
- 现有的传感器面临着速度,分辨率,动态范围和精度之间的权衡.
研究的目的:
- 引入一种由人类视觉系统启发的新型互补感应范式.
- 克服开发各种开放世界的视觉系统的基本局限性.
主要方法:
- 开发了一个视觉芯片,Tianmouc,具有混合像素阵列和平行和异质读取架构.
- 实现基于原始的表示,以创建面向认知和面向行动的途径.
- 整合了Tianmouc芯片到一个自动驾驶系统.
主要成果:
- 实现高速度传感速度高达10,000/秒,动态范围为130dB.
- 已证明适应性带宽减少了90%.
- 在具有挑战性的自动驾驶场景中实现准确,快速和强大的感知.
结论:
- 基于原始的互补传感模式有效地解决了当前图像传感器技术的局限性.
- 对于开放世界的应用,Tianmouc芯片在空间分辨率,速度和动态范围方面提供了卓越的性能.
- 这种方法提高了复杂环境中的自主系统的感知能力.
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