Image Fusion Algorithm for Industrial Endoscope Based on Wavelet Transform
In view of problem of bad effect of image collected by industrial endoscope because of special application place, the paper proposed an image fusion algorithm based on multi-scale wavelet transform and different fusion operators. Firstly, it made wavelet transform for source image, then used simple...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Industry and Mine Automation
2012-04-01
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| Series: | Gong-kuang zidonghua |
| Subjects: | |
| Online Access: | http://www.gkzdh.cn/article/id/8289 |
| _version_ | 1797868518048268288 |
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| author | LIANG Jun-yan WU Ji-kui CHANG Jun-lin GUO Wen-jie |
| author_facet | LIANG Jun-yan WU Ji-kui CHANG Jun-lin GUO Wen-jie |
| author_sort | LIANG Jun-yan |
| collection | DOAJ |
| description | In view of problem of bad effect of image collected by industrial endoscope because of special application place, the paper proposed an image fusion algorithm based on multi-scale wavelet transform and different fusion operators. Firstly, it made wavelet transform for source image, then used simple average algorithm to fuse low frequency coefficients which represents approximate information and used dynamic weighting average algorithm based on local deviation to fuse high frequency coefficients which represent detail information. Finally, it made inverse wavelet transform of processed low and high frequency coefficients to get fused image. The experiment result showed that the algorithm improves image processing effect with better image parameters comparing with other algorithms. |
| first_indexed | 2024-04-09T23:58:15Z |
| format | Article |
| id | doaj.art-af27829bceb54a179ee053de082d4848 |
| institution | Directory Open Access Journal |
| issn | 1671-251X |
| language | zho |
| last_indexed | 2024-04-09T23:58:15Z |
| publishDate | 2012-04-01 |
| publisher | Editorial Department of Industry and Mine Automation |
| record_format | Article |
| series | Gong-kuang zidonghua |
| spelling | doaj.art-af27829bceb54a179ee053de082d48482023-03-17T02:02:31ZzhoEditorial Department of Industry and Mine AutomationGong-kuang zidonghua1671-251X2012-04-013844447Image Fusion Algorithm for Industrial Endoscope Based on Wavelet TransformLIANG Jun-yan0WU Ji-kuiCHANG Jun-lin1GUO Wen-jie1.School of Information and Electrical Engineering of CUMT., Xuzhou 221008, China. 2.Xuzhou Tenosi Visual Technology Co., Ltd., Xuzhou 221008, China. 3.Science and Technology Branch of XCMG Constructi1.School of Information and Electrical Engineering of CUMT., Xuzhou 221008, China. 2.Xuzhou Tenosi Visual Technology Co., Ltd., Xuzhou 221008, China. 3.Science and Technology Branch of XCMG ConstructiIn view of problem of bad effect of image collected by industrial endoscope because of special application place, the paper proposed an image fusion algorithm based on multi-scale wavelet transform and different fusion operators. Firstly, it made wavelet transform for source image, then used simple average algorithm to fuse low frequency coefficients which represents approximate information and used dynamic weighting average algorithm based on local deviation to fuse high frequency coefficients which represent detail information. Finally, it made inverse wavelet transform of processed low and high frequency coefficients to get fused image. The experiment result showed that the algorithm improves image processing effect with better image parameters comparing with other algorithms.http://www.gkzdh.cn/article/id/8289industrial endoscope, image process, image fusion, wavelet transform, local deviation, average algorithm, weighting average algorithm |
| spellingShingle | LIANG Jun-yan WU Ji-kui CHANG Jun-lin GUO Wen-jie Image Fusion Algorithm for Industrial Endoscope Based on Wavelet Transform Gong-kuang zidonghua industrial endoscope, image process, image fusion, wavelet transform, local deviation, average algorithm, weighting average algorithm |
| title | Image Fusion Algorithm for Industrial Endoscope Based on Wavelet Transform |
| title_full | Image Fusion Algorithm for Industrial Endoscope Based on Wavelet Transform |
| title_fullStr | Image Fusion Algorithm for Industrial Endoscope Based on Wavelet Transform |
| title_full_unstemmed | Image Fusion Algorithm for Industrial Endoscope Based on Wavelet Transform |
| title_short | Image Fusion Algorithm for Industrial Endoscope Based on Wavelet Transform |
| title_sort | image fusion algorithm for industrial endoscope based on wavelet transform |
| topic | industrial endoscope, image process, image fusion, wavelet transform, local deviation, average algorithm, weighting average algorithm |
| url | http://www.gkzdh.cn/article/id/8289 |
| work_keys_str_mv | AT liangjunyan imagefusionalgorithmforindustrialendoscopebasedonwavelettransform AT wujikui imagefusionalgorithmforindustrialendoscopebasedonwavelettransform AT changjunlin imagefusionalgorithmforindustrialendoscopebasedonwavelettransform AT guowenjie imagefusionalgorithmforindustrialendoscopebasedonwavelettransform |