深度排序相关研究

Abdul Majid, Qinbo Qinbo, Saba Brahmani
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引用次数: 0

摘要

计算机视觉是计算机科学的一个领域,在这个领域中,计算机能够像人类一样进行观察和识别。深度学习利用多层次来理解和识别各种物体。深度简单实时跟踪器是从多个图像和视频中实时跟踪物体的领域。许多研究人员在这一领域做出了贡献,并提出了各种算法。本研究介绍了与深度排序相关的研究,其中提出的各种算法是为了让对计算机视觉和深度排序感兴趣的研究人员理解并以此为起点。本研究对单次检测、特征提取以及所开展的研究进行了解释。目前的研究还包括特征选择和提取、匹配识别、通过帧进行物体跟踪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Deep SORT Related Studies
Computer vision is the field of computer science in which computers are made capable to see and recognize like human being. Deep learning is using multiple layers for the purpose of understanding and recognizing various objects. Deep Simple Real Time Tracker is the area in which the objects are tracked in real time from multiple images and videos. Many researchers have contributed to the field and various algorithms have been proposed. The current study presents the deep SORT related studies in which the various algorithms have been presented for the sake of understanding and starting point for the researchers interested in computer vision and deep sorting. The single shot detection, feature extraction, have been explained along with the research conducted. Feature selection and extraction, matching recognition, object tracking through frames have been appended to the current study.
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