A Double Deep Learning-Based Solution for Efficient Event Data Coding and Classification

Event cameras have the ability to capture asynchronous per-pixel brightness changes, usually called "events", offering advantages over traditional frame-based cameras for computer vision tasks. Efficiently coding event data is critical for practical transmission and storage, given the very...

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Bibliographic Details
Published in:	IEEE access Vol. 13; pp. 48703 - 48719
Main Authors:	Seleem, Abdelrahman, Guarda, Andre F. R., Rodrigues, Nuno M. M., Pereira, Fernando
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.01.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Cameras Classification Codec Coding Coding standards Computer vision Correlation Decoding Deep learning Encoding event data event data classification event data coding Image compression Loss measurement point cloud coding Point cloud compression Spatial resolution Three-dimensional displays Transform coding Vision sensors
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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