期刊文献+

非对称径向基函数与稳定边界图像变形算法 被引量:10

Boundary Stabilized Image Morphing with Asymmetrical Radial Basis Functions
下载PDF
导出
摘要 提出了一种基于非对称径向基函数的图像变形算法 ,该算法克服了基于对称径向基函数算法中由于对称径向基函数的全局性导致的图像边界变形过大的不合理变形现象 实验结果表明 ,文中算法简单、有效 ,得到的变形图像既具有基于对称径向基函数算法所得的变形图像的光滑性 ,又具有良好的局部变形效果 。 Traditional image morphing algorithm using symmetrical radial basis functions often causes distinct warping on image boundary. An approach of introducing asymmetrical radial basis functions is presented to control asymmetrical range and hence keep the boundary of morphed image stable. Experimental results show that such an approach is effective and the morphed images give good local morphing results with fair smoothness comparable to that produced by symmetrical radial bases, and most importantly, have stable image boundary.
机构地区 浙江大学数学系
出处 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2004年第6期747-752,共6页 Journal of Computer-Aided Design & Computer Graphics
基金 国家重点基础研究发展规划 (G19990 3 2 80 4)资助
关键词 图像变形 图像扭曲 径向基函数 奇异值分解 矩阵低秩逼近 image morphing image warping radial basis function SVD matrix low-rank approximation
  • 相关文献

参考文献8

  • 1Wolberg G. Digital Image Warping[M]. Los Alamitos:IEEE Computer Society Press, 1990
  • 2Beier T, Neely S. Feature-based image metamorphosis[J]. Computer Graphics, 1992, 26(2): 35~42
  • 3Reisfeld D, Arad N, Dyn N, et al. Image warping by radial basis functions: Application to facial expressions[J]. CVGIP: Graphical Models and Image Processing, 1994, 56(2): 161~172
  • 4Arad N, Reisfeld D. Image warping using few anchor points and radial functions[J]. Computer Graphics Forum, 1995, 14(1): 35~46
  • 5Dyn N. Interpolation and Approximation by Radial and Related Functions[M]. In: Chiu C K, Schumaker L L, Watts J D, eds. Approximation Theory VI. New York: Academic Press, 1989. 211~234
  • 6潘建江,郑建民,杨勋年.图像的局部约束变形技术[J].计算机辅助设计与图形学学报,2002,14(5):385-388. 被引量:9
  • 7Zha Hongyuan, Zhang Zhenyue. Modifying the generalized singular value decomposition with application in direction-of-arrival finding[J]. BIT Numerical Mathematics, 1998, 38(1): 200~216
  • 8Golub G H, van Loan C F. Matrix Computations[M]. 3rd ed. Baltimore: Johns Hopkins University Press, 1996

二级参考文献13

  • 1[1]Wolberg G. Digital Image Warping[M]. Los Alamitos, CA: IEEE Computer Society Press, 1990
  • 2[2]Beier T, Neely S. Feature-based image metamorphosis[J]. Computer Graphics, 1992, 26(2):35~42
  • 3[3]McMillan L, Bishop G. Plenoptic modeling: An image-based ren dering system[A]. In: Computer Graphics Proceedings, Annual Conference Series, ACM SIGGRAPH, Los Angeles, California, 1995.39~46
  • 4[4]Gonzalez R, Wintz P. Digital Image Processing[M]. 2 nd edition.Reading, MA: Addision Wesley, 1987
  • 5[5]Sederberg T, Parry S. Free-form deformation of solid geometr ic models[J]. Computer Graphics, 1986, 20(4):151~160
  • 6[6]Hsu W, Hughes J, Kaufman H. Direct manipulation of free-form deformation[J]. Computer Graphics, 1992, 16(2):177~184
  • 7[7]Lee S, Chwa K, Hahn J, et al. Image morphing using deforma tion techniques[J]. Journal of Visualization and Computer Animation, 1996, 7(1):3~23
  • 8[8]Lee S, Wolberg G, Chwa K, et al. Image metamorphosis with scattered feature constraints[J]. IEEE Transactions on Visualization and Computer Graphics, 1996, 2(4):337~354
  • 9[9]Arad N, Reisfeld D. Image warping using few anchor points and radial functions[J]. Computer Graphics Forum, 1995, 14(1):35~46
  • 10[10]Ruprecht D, Mueller H. Image warping with scattered data interpola tion[J]. IEEE Computer Graphics and Applications,1995, 15(2):37~43

共引文献8

同被引文献87

引证文献10

二级引证文献36

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部