Adaptive Slicing Method of the Spatiotemporal Event Stream Obtained from a Dynamic Vision Sensor

doi:10.3390/s22072614

CIOMP OpenIR

	Adaptive Slicing Method of the Spatiotemporal Event Stream Obtained from a Dynamic Vision Sensor
	Y. S. Zhang; Y. C. Zhao; H. Y. Lv; Y. Feng; H. L. Liu and C. S. Han
	2022
发表期刊	Sensors
卷号	22 期号:7 页码:20
摘要	The dynamic vision sensor (DVS) measures asynchronously change of brightness per pixel, then outputs an asynchronous and discrete stream of spatiotemporal event information that encodes the time, location, and sign of brightness changes. The dynamic vision sensor has outstanding properties compared to sensors of traditional cameras, with very high dynamic range, high temporal resolution, low power consumption, and does not suffer from motion blur. Hence, dynamic vision sensors have considerable potential for computer vision in scenarios that are challenging for traditional cameras. However, the spatiotemporal event stream has low visualization and is incompatible with existing image processing algorithms. In order to solve this problem, this paper proposes a new adaptive slicing method for the spatiotemporal event stream. The resulting slices of the spatiotemporal event stream contain complete object information, with no motion blur. The slices can be processed either with event-based algorithms or by constructing slices into virtual frames and processing them with traditional image processing algorithms. We tested our slicing method using public as well as our own data sets. The difference between the object information entropy of the slice and the ideal object information entropy is less than 1%.
DOI	10.3390/s22072614
URL	查看原文
收录类别	sci ; ei
语种	英语
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/66387
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	Y. S. Zhang,Y. C. Zhao,H. Y. Lv,et al. Adaptive Slicing Method of the Spatiotemporal Event Stream Obtained from a Dynamic Vision Sensor[J]. Sensors,2022,22(7):20.
APA	Y. S. Zhang,Y. C. Zhao,H. Y. Lv,Y. Feng,&H. L. Liu and C. S. Han.(2022).Adaptive Slicing Method of the Spatiotemporal Event Stream Obtained from a Dynamic Vision Sensor.Sensors,22(7),20.
MLA	Y. S. Zhang,et al."Adaptive Slicing Method of the Spatiotemporal Event Stream Obtained from a Dynamic Vision Sensor".Sensors 22.7(2022):20.

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