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machine learning algorithms for event-based camera
Algorithmes d'apprentissage automatique pour les caméras événementielles Le travail de cette thèse vise à développer des algorithmes d'apprentissage machine adaptés à la particularité de données issues des caméras événementielles. La caméra événementielle est une technologie récente composée de pixels indépendants qui acquièrent les ...openaire +1 more source
Motion Segmentation and Egomotion Estimation with Event-Based Cameras.
2020Computer vision has been dominated by classical, CMOS frame-based imaging sensors for many years. Yet, motion is not well represented in classical cameras and vision techniques - a consequence of traditional vision being frame-based and only existing 'in the moment' while motion is a continuous entity.
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Adaptive Attention with a Neuromorphic Hybrid Frame and Event-based Camera
2022 IEEE 21st International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC), 2022Avinoam Bitton +2 more
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Lossless Compression of Event Camera Frames
IEEE Signal Processing Letters, 2022Ionut Schiopu, Radu Ciprian Bîlcu
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Real-time object recognition and orientation estimation using an event-based camera and CNN
2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings, 2014Rohan Ghosh +3 more
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DSEC: A Stereo Event Camera Dataset for Driving Scenarios
IEEE Robotics and Automation Letters, 2021Mathias Gehrig +2 more
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Motion Robust High-Speed Light-Weighted Object Detection With Event Camera
IEEE Transactions on Instrumentation and Measurement, 2023Bingde Liu, Chang Xu, Wen Yang
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Fusion-Based Feature Attention Gate Component for Vehicle Detection Based on Event Camera
IEEE Sensors Journal, 2021Hu Cao, Guang Chen, Jiahao Xia
exaly