@inproceedings{cae731fb7cde4abbbe93e52f1893bffb,
title = "Analysis of Event-based Sensor System Performance with Moving Object Detection Tasks",
abstract = "In this work, we describe a test setup and experiments for evaluating event-based-sensor (EBS) based imaging systems in detecting small, moving objects against complex backgrounds. First, design decisions and the components of the setup are described, followed by how the setup is useful for conducting statistical performance analysis. The system description is followed up by testing different system configurations, investigating several algorithms including motion estimation, and noise filtering, compared to a reference system. We measure their effect on performance through Receiver Operating Characteristic (ROC) analysis, testing across many scene variations. We provide the results with a set of plots coupled with discussion and analysis.",
author = "Cox, {Joseph C.} and Trzaska, {Jacob A.} and Amit Ashok and Nicholas Morley",
note = "Publisher Copyright: {\textcopyright} 2023 SPIE.; Unconventional Imaging, Sensing, and Adaptive Optics 2023 ; Conference date: 21-08-2023 Through 24-08-2023",
year = "2023",
doi = "10.1117/12.2675770",
language = "English (US)",
series = "Proceedings of SPIE - The International Society for Optical Engineering",
publisher = "SPIE",
editor = "Dolne, {Jean J.} and Spencer, {Mark F.} and Bose-Pillai, {Santasri R.}",
booktitle = "Unconventional Imaging, Sensing, and Adaptive Optics 2023",
}