实时显著目标检测

Chia-Ju Lu, Chih-Fan Hsu, Mei-Chen Yeh
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引用次数: 5

摘要

显著目标检测技术具有广泛的多媒体应用前景。然而,检测必须快速才能真正帮助这些过程。针对突出的目标检测问题,已有许多鲁棒算法,但大多数算法的计算量都很高。在这个演示中,我们展示了一个在传统PC环境中实现的快速显著目标检测系统。我们研究了在设计和开发一个能够实现实时准确检测的实用系统时所面临的挑战。
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Real-time salient object detection
Salient object detection techniques have a variety of multimedia applications of broad interest. However, the detection must be fast to truly aid in these processes. There exist many robust algorithms tackling the salient object detection problem but most of them are computationally demanding. In this demonstration we show a fast salient object detection system implemented in a conventional PC environment. We examine the challenges faced in the design and development of a practical system that can achieve accurate detection in real-time.
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