Image stitching based on deep learning

Yongjun Zhang; Xueqing Wang

doi:10.1117/12.2682403

26 May 2023 Image stitching based on deep learning

Yongjun Zhang, Xueqing Wang

Proceedings Volume 12700, International Conference on Electronic Information Engineering and Data Processing (EIEDP 2023); 127002G (2023) https://doi.org/10.1117/12.2682403
Event: International Conference on Electronic Information Engineering and Data Processing (EIEDP 2023), 2023, Nanchang, China

Abstract

An efficient unsupervised deep learning image stitching algorithm using YOLOv5. The method uses a feature pyramid structure for homography and non-local blocks combined with reconstruction for image fusion. Simulation experiments show that the PSNR and SSIM of the method are significantly improved. The artifacts are significantly reduced.

Citation Download Citation

Yongjun Zhang and Xueqing Wang "Image stitching based on deep learning", Proc. SPIE 12700, International Conference on Electronic Information Engineering and Data Processing (EIEDP 2023), 127002G (26 May 2023); https://doi.org/10.1117/12.2682403

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