A microscopic image stitching algorithm with improved energy function
Addressing the challenge of traditional optimal suture algorithms in effectively eradicating splicing seams after fusing microscopic images, an image fusion optimization algorithm based on the optimal suture was proposed. Firstly, ORB was used to extract features from the to-be-spliced images and lo...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2024-09-01
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| Series: | Dianxin kexue |
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| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2024212/ |
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| author | WANG Jiang’an LIANG Wenqian HUANG Le QIN Linzhen |
| author_facet | WANG Jiang’an LIANG Wenqian HUANG Le QIN Linzhen |
| author_sort | WANG Jiang’an |
| collection | DOAJ |
| description | Addressing the challenge of traditional optimal suture algorithms in effectively eradicating splicing seams after fusing microscopic images, an image fusion optimization algorithm based on the optimal suture was proposed. Firstly, ORB was used to extract features from the to-be-spliced images and locate the overlapping region. Secondly, an improved energy function was designed and combined with the dynamic planning technique to effectively search for the optimal suture line in the overlapping region. Based on this line, the improved fusion method was further used to fuse the two images. Finally, the Poisson fusion method was utilized to eliminate the splicing seams existing between the overlapped and non-overlapped regions to obtain the final image. The experimental results show that this method improves the similarity of the pixels on both sides of the optimal suture line by about 5%, reduces the energy loss, eliminates the splicing seam, and improves the image quality. |
| format | Article |
| id | doaj-art-97ecc1aefb05468a8f1dd3b22ccdf158 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2024-09-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-97ecc1aefb05468a8f1dd3b22ccdf1582025-01-15T03:34:02ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012024-09-01409910873366406A microscopic image stitching algorithm with improved energy functionWANG Jiang’anLIANG WenqianHUANG LeQIN LinzhenAddressing the challenge of traditional optimal suture algorithms in effectively eradicating splicing seams after fusing microscopic images, an image fusion optimization algorithm based on the optimal suture was proposed. Firstly, ORB was used to extract features from the to-be-spliced images and locate the overlapping region. Secondly, an improved energy function was designed and combined with the dynamic planning technique to effectively search for the optimal suture line in the overlapping region. Based on this line, the improved fusion method was further used to fuse the two images. Finally, the Poisson fusion method was utilized to eliminate the splicing seams existing between the overlapped and non-overlapped regions to obtain the final image. The experimental results show that this method improves the similarity of the pixels on both sides of the optimal suture line by about 5%, reduces the energy loss, eliminates the splicing seam, and improves the image quality.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2024212/optimal suture lineimage fusionenergy functionPoisson fusion |
| spellingShingle | WANG Jiang’an LIANG Wenqian HUANG Le QIN Linzhen A microscopic image stitching algorithm with improved energy function Dianxin kexue optimal suture line image fusion energy function Poisson fusion |
| title | A microscopic image stitching algorithm with improved energy function |
| title_full | A microscopic image stitching algorithm with improved energy function |
| title_fullStr | A microscopic image stitching algorithm with improved energy function |
| title_full_unstemmed | A microscopic image stitching algorithm with improved energy function |
| title_short | A microscopic image stitching algorithm with improved energy function |
| title_sort | microscopic image stitching algorithm with improved energy function |
| topic | optimal suture line image fusion energy function Poisson fusion |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2024212/ |
| work_keys_str_mv | AT wangjiangan amicroscopicimagestitchingalgorithmwithimprovedenergyfunction AT liangwenqian amicroscopicimagestitchingalgorithmwithimprovedenergyfunction AT huangle amicroscopicimagestitchingalgorithmwithimprovedenergyfunction AT qinlinzhen amicroscopicimagestitchingalgorithmwithimprovedenergyfunction AT wangjiangan microscopicimagestitchingalgorithmwithimprovedenergyfunction AT liangwenqian microscopicimagestitchingalgorithmwithimprovedenergyfunction AT huangle microscopicimagestitchingalgorithmwithimprovedenergyfunction AT qinlinzhen microscopicimagestitchingalgorithmwithimprovedenergyfunction |