An Accurate and Robust Multimodal Template Matching Method Based on Center-Point Localization in Remote Sensing Imagery
Jiansong Yang,
Yongbin Zheng,
Wanying Xu
et al.
Abstract:Deep learning-based template matching in remote sensing has received increasing research attention. Existing anchor box-based and anchor-free methods often suffer from low template localization accuracy in the presence of multimodal, nonrigid deformation and occlusion. To address this problem, we transform the template matching task into a center-point localization task for the first time and propose an end-to-end template matching method based on a novel fully convolutional Siamese network. Furthermore, we pr… Show more
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