半导体智能视觉系统芯片

 

 

摘要：结合研究小组长期研究的成果，介绍半导体智能视觉系统芯片的研究背景、基本概念、体系架构的演变、设计案例及今后的发展方向。认为半导体智能视觉系统芯片是一种支持图像获取、计算视觉和深度学习融合处理的典型边缘计算型视觉系统性片，具备实现或超越人类视觉系统的功能及其性能的潜力，在高速运动目标的实时追踪、图像识别、智能交通、虚拟现实、机器人、生产线自动产品质量检测及各类智能化玩具等领域具有广泛的应用前景。
关键词：智能；视觉系统芯片；图像传感；视觉处理器；计算视觉；深度学习


Abstract: In this paper, the research background, the concept of system chip, the evolution of chip architecture, the design case of vision system chip and the future development direction are introduced. Smart vision system chip is a typical edge computing vision system chip that can perform image acquisition, computational vision and deep learning processing. It can mimic or exceed human vision system in its function and performance, and can be widely applied into real-time tracking of moving objects, image recognition, intelligent transportation, virtual reality, robot, automatic product quality detection of production lines and various intelligent toys.
Keywords: intelligence; vision system chip; image sensor; vision processor; computational vision; deep learning