Image copy-and-paste with optimized gradient
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- 作者：Yun Zhang (1)
Jian Ling (1)
Xiaohong Zhang (1)
Hao Xie (2) - 关键词：Copy ; and ; paste ; Gradient transition map ; Smooth transition ; Image cloning
- 刊名：The Visual Computer
- 出版年：2014
- 出版时间：October 2014
- 年：2014
- 卷：30
- 期：10
- 页码：1169-1178
- 全文大小：2,637 KB
- 参考文献：1. Barnes, C., Shechtman, E., Finkelstein, A., Goldman, D.B.: Patchmatch: a randomized correspondence algorithm for structural image editing. ACM Trans. Graph. 28(3), 24:1鈥?4:11 (2009)
2. Bie, X., Wang, W., Sun, H., Huang, H., Zhang, M.: Intent-aware image cloning. Vis. Comput. 29(6鈥?), 599鈥?08 (2013) CrossRef
3. Bie, X.H., Huang, H.D., Wang, W.C.: Free appearance-editing with improved poisson image cloning. J. Comput. Sci. Technol. 26(6), 1011鈥?016 (2011) CrossRef
4. Chen, T., Cheng, M.M., Tan, P., Shamir, A., Hu, S.M.: Sketch2photo: internet image montage. ACM Trans. Graph. 28(5), 124:1鈥?24:10 (2009)
5. Chen, T., Tan, P., Ma, L.Q., Cheng, M.M., Shamir, A., Hu, S.M.: Poseshop: human image database construction and personalized content synthesis. IEEE Trans. Vis. Comput. Graph. 19(5), 824鈥?37 (2013) CrossRef
6. Cheng, M.M., Zhang, G.X., Mitra, N.J., Huang, X., Hu, S.M.: Global contrast based salient region detection. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 409鈥?16 (2011)
7. Comaniciu, D., Meer, P.: Mean shift: a robust approach toward feature space analysis. IEEE Trans. Pattern Anal. Mach. Intell. 24(5), 603鈥?19 (2002) CrossRef
8. Corporation, A.: Photoshop. http://helpx.adobe.com/photoshop.html (2012)
9. Darabi, S., Shechtman, E., Barnes, C., Goldman, D.B., Sen, P.: Image melding: combining inconsistent images using patch-based synthesis. ACM Trans. Graph. 31(4), 82:1鈥?2:10 (2012)
10. Ding, M., Tong, R.F.: Content-aware copying and pasting in images. Vis. Comput. 26(6鈥?), 721鈥?29 (2010) CrossRef
11. Du, H., Jin, X.: Object cloning using constrained mean value interpolation. Vis. Comput. 29(3), 217鈥?29 (2013) CrossRef
12. Farbman, Z., Hoffer, G., Lipman, Y., Cohen-Or, D., Lischinski, D.: Coordinates for instant image cloning. ACM Trans. Graph. 28(3), 67:1鈥?7:9 (2009)
13. Gastal, E.S.L., Oliveira, M.M.: Shared sampling for real-time alpha matting. Comput. Graphics Forum. 29(2), 575鈥?84 (2010)
14. He, K., Rhemann, C., Rother, C., Tang, X., Sun, J.: A global sampling method for alpha matting. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 2049鈥?056 (2011)
15. He, K., Sun, J., Tang, X.: Fast matting using large kernel matting laplacian matrices. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 2165鈥?172 (2010)
16. Hu, S.M., Chen, T., Xu, K., Cheng, M.M., Martin, R.R.: Internet visual media processing: a survey with graphics and vision applications. The Vis. Comput. 29(5), 393鈥?05 (2013)
17. Jia, J., Sun, J., Tang, C.K., Shum, H.Y.: Drag-and-drop pasting. ACM Trans. Graph. 25(3), 631鈥?37 (2006)
18. Kolmogorov, V., Zabih, R.: What energy functions can be minimized via graph cuts. IEEE Trans. Pattern Anal. Mach. Intell. 26(2), 147鈥?59 (2004) CrossRef
19. Lalonde, J.F., Hoiem, D., Efros, A.A., Rother, C., Winn, J.M., Criminisi, A.: Photo clip art. ACM Trans. Graph. 26(3), 3:1鈥?:10 (2007)
20. Levin, A., Lischinski, D., Weiss, Y.: A closed-form solution to natural image matting. IEEE Trans. Pattern Anal. Mach. Intell. 30(2), 228鈥?42 (2008) CrossRef
21. Liu, J., Sun, J., Shum, H.Y.: Paint selection. ACM Trans. Graph. 28(3), 69:1鈥? (2009)
22. P茅rez, P., Gangnet, M., Blake, A.: Poisson image editing. ACM Trans. Graph. 22(3), 313鈥?18 (2003) CrossRef
23. Rother, C., Kolmogorov, V., Blake, A.: 鈥済rabcut鈥? interactive foreground extraction using iterated graph cuts. ACM Trans. Graph. 23(3), 309鈥?14 (2004) CrossRef
24. Sun, X., Xie, G., Dong, Y., Lin, S., Xu, W., Wang, W., Tong, X., Guo, B.: Diffusion curve textures for resolution independent texture mapping. ACM Trans. Graph. 31(4), 74 (2012) CrossRef
25. Tong, R., Zhang, Y., Cheng, K.L.: Stereopasting: interactive composition in stereoscopic images. IEEE Trans. Vis. Comput. Graph. 19(8), 1375鈥?385 (2013) CrossRef
26. Wang, J., Cohen, M.F.: Optimized color sampling for robust matting. In: IEEE Conference on Computer Vision and Pattern Recognition (2007)
27. Wang, R., Chen, W., Pan, M., Bao, H.: Harmonic coordinates for real-time image cloning. J. Zhejiang Univ. Sci. C. 11(9), 690鈥?98 (2010) CrossRef
28. Xie, Z., Shen, Y., Ma, L., Chen, Z.: Seamless video composition using optimized mean-value cloning. Vis. Comput. 26(6鈥?), 1123鈥?134 (2010) CrossRef
29. Xue, S., Agarwala, A., Dorsey, J., Rushmeier, H.E.: Understanding and improving the realism of image composites. ACM Trans. Graph. 31(4), 84:1鈥?4:10 (2012)
30. Yang, W., Zheng, J., Cai, J., Rahardja, S., Chen, C.W.: Natural and seamless image composition with color control. IEEE Tran. Image Process. 18(11), 2584鈥?592 (2009) CrossRef
31. Zhang, F.L., Cheng, M.M., Jia, J., Hu, S.M.: Imageadmixture: putting together dissimilar objects from groups. IEEE Trans. Vis. Comput. Graph. 18(11), 1849鈥?857 (2012) CrossRef
32. Zhang, Y., Tong, R.: Environment-sensitive cloning in images. Vis. Comput. 27(6鈥?), 739鈥?48 (2011) CrossRef - 作者单位：Yun Zhang (1)
Jian Ling (1)
Xiaohong Zhang (1)
Hao Xie (2)
1. Zhejiang University of Media and Communications, Hangzhou, 310018, China
2. The State Key Lab of CAD&CG, Institute of Artificial Intelligence, Zhejiang University, Hangzhou, 310027, China - ISSN：1432-2315
文摘
This paper presents a novel approach to image copy-and-paste with optimized gradient. We improve the traditional gradient domain cloning by creating smooth transition from source patches to target images. We first specify a source patch and select its foreground region by strokes. Next, we create a gradient transition map in the cloning area. Finally, we reconstruct the gradient of the source patch according to the gradient transition map, and propose an interpolation based method to efficiently calculate the composition results, which avoids solving a large linear system. Experimental results demonstrate the effectiveness of our method, which can produce more natural and satisfying results.