Journal of Projectiles, Rockets, Missiles and Guidance >
Aerial Image Mosaic Technology Based on Graph Model and Histogram Matching
Received date: 2018-01-29
Online published: 2025-05-29
To solve the problem in multi-view aerial image mosaic, the way to improve the effect of panoramic image stitching is presented based on features and image composition. A new method of local image fusion is proposed combining adjacent graph model. The algorithm uses two-way verification strategy to eliminate mismatching and improve the mosaic accuracy. By combining the local image fusion with histogram matching, the seamless mosaic is realized. Experimental results show that this method not only reduces the amount the computation but also has a good effect on different illumination image.
Key words： image mosaic; SIFT feature; histogram; image fusion
LI Yanling , WANG Guoping . Aerial Image Mosaic Technology Based on Graph Model and Histogram Matching[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2018 , 38(6) : 23 -26 . DOI: 10.15892/j.cnki.djzdxb.2018.06.006
| [1] | PELEG S, ROUSSO B, RAV-ACHA A, et al. Mosaicing on adaptive manifolds[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000. 22(10): 1144-4154. |
| [2] | BROWN M, LOWE D G. Recognising panoramas[C]// Proceedings of 2003 Ninth IEEE International Conference on Computer Vision. [S.1.]: IEEE, 2003: 1218-4225. |
| [3] | BAY H, ESS A, TUYTELAARS T, et al. Speeded-up robust features (SURF)[J]. Computer Vision and Image Understanding, 2008, 110(3): 346-359. |
| [5] | 张岩, 张璇, 沙立成, 等. 基于摄像机标定的多视点图像校正算法[J]. 自动化与仪器仪表, 2017(7): 21-24. |
| [6] | SZELISKI R. Creating full view panoramic image mosaics and texture-mapped models[C] // SIGGRAPH. Proceedings of Computer Graphics (SIGGRAPH ′97). [S. l.]: SIGGRAPH, 1997: 251-258. |
| [7] | LOWE David G. Distinctive image features from scaleinvariant keypoints[J]. International Journal of Computer Vision, 2004, 60(2): 91-400. |
| [8] | LINDEBERG L. Scale-space theory in computer vision [M]. Norwell: Kluwer Academic Publishers, 1994: 31-37. |
| [9] | 张焕龙, 郑卫东, 舒云星. 基于增量式互信息的图像快速匹配方法[J]. 弹箭与制导学报, 2015, 35(1): 135-138. |
| [10] | 王民, 郑余杰, 权宇寰, 等. 基于斜率改正比的遥感图像拼接缝消除算法[J]. 计算机工程与应用, 2015, 51(18): 165-168. |
| [11] | SU MS, HWANG WL, CHENG KY. Analysin on multiresolution mosaic images[J]. IEEE Transactions on Image Processing, 2004, 13(7): 952-959. |
| [12] | 杨晨晓, 辛月兰. 基于单应性矩阵和内容保护变形的图像拼接[J]. 计算机应用研究, 2018, 35(11): 3488-3490. |
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