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Efficient image mosaicing for optical underwater mapping

机译:光学水下地图的高效图像拼接

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摘要

Owing to the rapid developments on obtaining optical data from areas beyond human reach, there is a high demand from different scientists for creating large-area image mosaics often using images as the only source of information. One of the most important steps in the mosaicing process is the motion estimation between overlapping images to obtain the topology, i.e, the spatial relationships between images. In this paper, we propose a generic framework for feature-based image mosaicing capable of obtaining the topology with a reduced number of matching attempts. It is presented an environmental application of this mosaicing approach to monitoring coral reefs.
机译:由于从人类无法触及的区域获取光学数据的快速发展,对不同科学家的需求很大,他们常常使用图像作为唯一信息源来创建大面积图像镶嵌图。镶嵌过程中最重要的步骤之一是重叠图像之间的运动估计,以获得拓扑,即图像之间的空间关系。在本文中,我们提出了一种基于特征的图像镶嵌的通用框架,该框架能够以减少的匹配尝试次数获得拓扑。介绍了这种镶嵌方法在监测珊瑚礁中的环境应用。

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