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A Sensitive Dynamic and Active Pixel Vision Sensor for Color or Neural Imaging Applications.
IEEE Transactions on Biomedical Circuits and Systems
|January 30, 2018
Summary
This study introduces the highly sensitive SDAVIS192 event camera, improving temporal contrast detection for low-visibility applications. Its enhanced sensitivity and new characterization methods offer potential for advanced imaging, including calcium imaging.
Area of Science:
- Neuromorphic Engineering
- Computer Vision
- Sensor Technology
Background:
- Event cameras offer high dynamic range (DR), low latency, and reduced data rates, but often lack sensitivity for detecting subtle visual contrast.
- Existing event cameras struggle with detecting small visual contrast, limiting their application in sensitive areas like biological imaging.
Purpose of the Study:
- To present the SDAVIS192, a novel vision sensor with enhanced sensitivity for temporal contrast detection.
- To introduce a new methodology for characterizing event camera detection thresholds using signal-to-noise ratio (SNR).
- To explore the potential of the SDAVIS192 for applications such as calcium imaging.
Main Methods:
- Developed and fabricated the SDAVIS192 sensor using a 180-nm Towerjazz CIS process.
- Implemented an in-pixel preamplification stage to boost temporal contrast sensitivity.
- Established a characterization methodology to measure DVS event detection thresholds and fixed pattern noise with SNR considerations.
Main Results:
- The SDAVIS192 achieves high sensitivity with temporal contrast thresholds as low as 1% (OFF events) and 3.5% (ON events).
- Despite reduced effective intrascene DR, automated operating region control enables up to 110-dB DR for OFF events.
- Characterization at 30-dB SNR shows DVS temporal contrast threshold fixed pattern noise between 0.3%-0.8%.
Conclusions:
- The SDAVIS192 demonstrates significantly improved sensitivity for temporal contrast detection compared to previous sensors.
- The developed characterization methodology provides a robust way to assess DVS performance.
- The sensor's high sensitivity makes it a promising candidate for demanding applications like calcium imaging in neuroscience.
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