Research on compound-eye array wide-field image synthesis technique based on GPU accelerated

Utilizing compound eye camera array to capture multiple images for field-of-view stitching is one of the methods to acquire panoramic images. To address the issue of time-consuming stitching, this paper introduces a GPU-accelerated multi-image registration algorithm that significantly expedites image registration. The stitching process for each 10 sub-images takes approximately 0.6 seconds, achieving a tenfold improvement in speed compared to traditional CPU-based registration methods. In addition, for the contradiction between image field of view and image clarity, this paper constructs a principle prototype of 2×5 compound eye camera array. Using prime lens with a focal length of 85mm, while ensuring the image field of view reaches 90°, the angular resolution of the imaging can also achieve 0.06mrad. Finally, 120 megapixel stitching result can be obtained.

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Publication Details

Published
2024-12-04
DOI
https://doi.org/10.1117/12.3035180
Primary Topic
Image Processing Techniques and Applications
Type
article
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Research on compound-eye array wide-field image synthesis technique based on GPU accelerated

Mingzhi Cao, Chao Zuo, Yingjun Sang, Bowen Wang et al.
Image Processing Techniques and Applications
article

Research on compound-eye array wide-field image synthesis technique based on GPU accelerated

Mingzhi Cao, Chao Zuo, Yingjun Sang, Bowen Wang, Yuzhen Zhang
article en

Abstract

Utilizing compound eye camera array to capture multiple images for field-of-view stitching is one of the methods to acquire panoramic images. To address the issue of time-consuming stitching, this paper introduces a GPU-accelerated multi-image registration algorithm that significantly expedites image registration. The stitching process for each 10 sub-images takes approximately 0.6 seconds, achieving a tenfold improvement in speed compared to traditional CPU-based registration methods. In addition, for the contradiction between image field of view and image clarity, this paper constructs a principle prototype of 2×5 compound eye camera array. Using prime lens with a focal length of 85mm, while ensuring the image field of view reaches 90°, the angular resolution of the imaging can also achieve 0.06mrad. Finally, 120 megapixel stitching result can be obtained.

Nanjing University of Science and Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 66%
Image Processing Techniques and Applications
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Research on compound-eye array wide-field image synthesis technique based on GPU accelerated — Mingzhi Cao, Chao Zuo, et al. · (2024) | TGRS Research Map | TGRS