Event-Based Visual Tracking in Dynamic Environments

نویسندگان

چکیده

Visual object tracking under challenging conditions of motion and light can be hindered by the capabilities conventional cameras, prone to producing images with blur. Event cameras are novel sensors suited robustly perform vision tasks these conditions. However, due nature their output, applying them detection is non-trivial. In this work, we propose a framework take advantage both event off-the-shelf deep learning for tracking. We show that reconstructing data into intensity frames improves performance in which fail provide acceptable results.

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ژورنال

عنوان ژورنال: Lecture notes in networks and systems

سال: 2022

ISSN: ['2367-3370', '2367-3389']

DOI: https://doi.org/10.1007/978-3-031-21065-5_15