Tracking and fast imaging of a moving object via Fourier modulation
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arXiv
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| Main Authors: | , , , , |
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| Format: | Preprint |
| Published: |
2023
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| _version_ | 1866913534913282048 |
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| author | Li, Shijian Yao, Xu-Ri Zhang, Wei Wang, Yeliang Zhao, Qing |
| author_facet | Li, Shijian Yao, Xu-Ri Zhang, Wei Wang, Yeliang Zhao, Qing |
| contents | Recently, several single-pixel imaging (SPI) schemes have emerged for imaging fast-moving objects and have shown dramatic results. However, fast image reconstruction of a moving object with high quality is still challenging for SPI, thereby limiting its practical application. In this paper, we present a simultaneous tracking and imaging method that incorporates position encoding and spatial information encoding through Fourier patterns. The utilization of Fourier patterns with specific spatial frequencies ensures robust and accurate object localization. By exploiting the properties of the Fourier transforms, our method achieves a remarkable reduction in time complexity while significantly enhancing image quality. Furthermore, we introduce an optimized sampling strategy specifically designed for small moving objects, significantly reducing the required dwell time for imaging. The proposed method provides a practical solution for real-time tracking, imaging, and edge detection of moving objects, underscoring its considerable potential for diverse applications. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2310_18732 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Tracking and fast imaging of a moving object via Fourier modulation Li, Shijian Yao, Xu-Ri Zhang, Wei Wang, Yeliang Zhao, Qing Optics Image and Video Processing Recently, several single-pixel imaging (SPI) schemes have emerged for imaging fast-moving objects and have shown dramatic results. However, fast image reconstruction of a moving object with high quality is still challenging for SPI, thereby limiting its practical application. In this paper, we present a simultaneous tracking and imaging method that incorporates position encoding and spatial information encoding through Fourier patterns. The utilization of Fourier patterns with specific spatial frequencies ensures robust and accurate object localization. By exploiting the properties of the Fourier transforms, our method achieves a remarkable reduction in time complexity while significantly enhancing image quality. Furthermore, we introduce an optimized sampling strategy specifically designed for small moving objects, significantly reducing the required dwell time for imaging. The proposed method provides a practical solution for real-time tracking, imaging, and edge detection of moving objects, underscoring its considerable potential for diverse applications. |
| title | Tracking and fast imaging of a moving object via Fourier modulation |
| topic | Optics Image and Video Processing |
| url | https://arxiv.org/abs/2310.18732 |