Characterization Of Dim Light Response In DVS Pixel: Discontinuity of Event Triggering Time

Dynamic Vision Sensors (DVS) have recently generated great interest because of the advantages of wide dynamic range and low latency compared with conventional frame-based cameras. However, the complicated behaviors in dim light conditions are still not clear, restricting the applications of DVS. In this paper, we analyze the typical DVS circuit, and find that there exists discontinuity of event triggering time. In dim light conditions, the discontinuity becomes prominent. We point out that the discontinuity depends exclusively on the changing speed of intensity of light. Experimental results on real event data validate the analysis and the existence of discontinuity that reveals the non-first-order behaviors of DVS in dim light conditions.

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Published
2024-09-27
DOI
https://doi.org/10.1109/icip51287.2024.10647500
Primary Topic
CCD and CMOS Imaging Sensors
Type
article
Field-Weighted Citation Impact
0.00

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article

Characterization Of Dim Light Response In DVS Pixel: Discontinuity of Event Triggering Time

Fei Zhou, Xiao Jiang
CCD and CMOS Imaging Sensors
article

Characterization Of Dim Light Response In DVS Pixel: Discontinuity of Event Triggering Time

Fei Zhou, Xiao Jiang
article en

Abstract

Dynamic Vision Sensors (DVS) have recently generated great interest because of the advantages of wide dynamic range and low latency compared with conventional frame-based cameras. However, the complicated behaviors in dim light conditions are still not clear, restricting the applications of DVS. In this paper, we analyze the typical DVS circuit, and find that there exists discontinuity of event triggering time. In dim light conditions, the discontinuity becomes prominent. We point out that the discontinuity depends exclusively on the changing speed of intensity of light. Experimental results on real event data validate the analysis and the existence of discontinuity that reveals the non-first-order behaviors of DVS in dim light conditions.

Shenzhen University (CN)
National Natural Science Foundation of China, Research and Development
Openalex Percentile: Top 86%
CCD and CMOS Imaging Sensors
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