Restoration of Images with Piecewise Space-Variant Blur

作者: Leah Bar , Nir Sochen , Nahum Kiryati

DOI: 10.1007/978-3-540-72823-8_46

关键词:

摘要: We address the problem of space-variant image deblurring, where different parts are blurred by blur kernels. Assuming a region-wise space variant point spread function, we first solve for case known kernels and boundaries between regions in image. then generalize method to challenging unknown domains. Using variational level set techniques, is processed globally. The deconvolution process stabilized unified common regularizer, thus preserving discontinuities differently restored regions. In subregions unknown, segmentation procedure performed using an evolving guided edges derivatives.

参考文章(24)
P Favaro, H Jin, A Yezzi, S Soatto, A Variational Approach to Shape from Defocus european conference on computer vision. pp. 18- 30 ,(2002) , 10.1007/3-540-47967-8_2
Martin Welk, David Theis, Joachim Weickert, Variational Deblurring of Images with Uncertain and Spatially Variant Blurs Lecture Notes in Computer Science. pp. 485- 492 ,(2005) , 10.1007/11550518_60
J. Kim, A. Tsai, M. Cetin, A.S. Willsky, A curve evolution-based variational approach to simultaneous image restoration and segmentation international conference on image processing. ,vol. 1, pp. 109- 112 ,(2002) , 10.1109/ICIP.2002.1037971
Yoav Y. Schechner, Nahum Kiryati, Ronen Basri, Separation of Transparent Layers using Focus International Journal of Computer Vision. ,vol. 39, pp. 25- 39 ,(2000) , 10.1023/A:1008166017466
Paolo Favaro, Martin Burger, Stefano Soatto, Scene and motion reconstruction from defocused and motion-blurred images via anisotropic diffusion european conference on computer vision. ,vol. 3021, pp. 257- 269 ,(2004) , 10.1007/978-3-540-24670-1_20
James G. Nagy, Dianne P. O'Leary, Restoring images degraded by spatially-variant blur SIAM Journal on Scientific Computing. ,vol. 19, pp. 1063- 1082 ,(1998) , 10.1137/S106482759528507X
Stanley Osher, James A Sethian, Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations Journal of Computational Physics. ,vol. 79, pp. 12- 49 ,(1988) , 10.1016/0021-9991(88)90002-2
L. Bar, N. Sochen, N. Kiryati, Semi-blind image restoration via Mumford-Shah regularization IEEE Transactions on Image Processing. ,vol. 15, pp. 483- 493 ,(2006) , 10.1109/TIP.2005.863120