Gradient Domain Manipulation Techniques in Vision and Graphics

ICCV 2007 Course

Amit Agrawal & Ramesh Raskar
Bibliography


Decomposing Images and Scene Analysis
Y. Weiss. Deriving intrinsic images from image sequences. In Proceedings of  ICCV, volume 2, pages 68–75, 2001.
 
Y. Matsushita, S. Lin, S.B. Kang, and H.Y. Shum. Estimating intrinsic images from image sequences with biased illumination. In Proc. European Conf. Computer Vision, pages 274–286, 2004.
 
Y. Matsushita, K. Nishino, K. Ikeuchi, and M. Sakauchi. Illumination normalization with time-dependent intrinsic images for video surveillance. IEEE Trans. Pattern Anal. Machine Intell., 26(10):1336–1347, 2004.
 
B.K.P Horn. Determining lightness from an image. Comput. Graphics, Image Processing, 3:277–299, 1974.
 
J. Sun, J. Jia, C.K. Tang, and H.Y. Shum. Poisson matting. ACM Trans. Graph., 23(3):315–321, 2004.
 
A. Agrawal, R. Raskar, and R. Chellappa. Edge suppression by gradient field transformation using cross-projection tensors. In Proc. Conf. Computer Vision and Pattern Recognition, June 2006.
 
A. Agrawal, R. Raskar, S.K. Nayar, and Y. Li. Removing photography artifacts using gradient projection and flash-exposure sampling. ACM Trans. Graph., 24(3):828– 835, 2005.
 
B.V. Funt, M.S. Drew, and M. Brockington. Recovering shading from color images. In ECCV, pages 124–132, May 1992.


Image Editing

G. D. Finlayson, S. D. Hordley, and M. S. Drew. Removing shadows from images. In Proc. European Conf. Computer Vision, pages 823–836, 2002.

P. P`erez, M. Gangnet, and A. Blake. Poisson image editing. In Proceedings of SIGGRAPH 2003, pages 313–318, 2003.

Jiaya Jia, Jian Sun, Chi-Keung Tang, and Heung-Yeung Shum. Drag-and-drop pasting. ACM Transactions on Graphics, 25(3):631–637, July 2006.

Todor Georgiev. Aesthetics in covariant image reconstruction. In Eurographics Symposium on Computational Aesthetics, pages 75–81, June 2005.
 
Todor Georgiev. Photoshop healing brush: a tool for seamless cloning. Workshop on Applications of Computer Vision, ECCV 2006.

T. Georgiev. Covariant derivatives and vision. In ECCV, pages IV: 56–69, 2006. 

Z. Du, X. Qin, H. Lin, and H. Bao. Shadow removal in gradient domain. In ICIAR, 2005.


Image Fusion and Enhancement

R. Raskar, A. Ilie, and J. Yu. Image Fusion for Context Enhancement and Video Surrealism. In Proc. of NPAR, 2004.
 
A. Levin, A. Zomet, S. Peleg, and Y. Weiss. Seamless image stitching in the gradient domain. In Proc. European Conf. Computer Vision, volume 4, pages 377–389, 2004.
 
Aseem Agarwala, Mira Dontcheva, Maneesh Agrawala, Steven Drucker, Alex Colburn, Brian Curless, David Salesin, and Michael Cohen.
Interactive digital photomontage. ACM Trans. Graph., 23(3):294–302, 2004.
 
A. Agrawal, R. Raskar, and R. Chellappa. Edge suppression by gradient field transformation using cross-projection tensors. In Proc. Conf. Computer Vision and Pattern Recognition, June 2006.
 
A. Agrawal, R. Raskar, S.K. Nayar, and Y. Li. Removing photography artifacts using gradient projection and flash-exposure sampling. ACM Trans. Graph., 24(3):828– 835, 2005.
 
Richard Szeliski. Image alignment and stitching: A tutorial. Technical report, MSR-TR-2004-92, 2005.
 
Jiaya Jia and Chi-Keung Tang. Eliminating structure and intensity misalignment in image stitching. In Proc. Int’l Conf. Computer Vision, 2005.
 
Pravin Bhat, C. Lawrence Zitnick, Noah Snavely, Aseem Agarwala, Maneesh Agrawala, Brian Curless, Michael Cohen, Sing Bing Kang. Using Photographs to Enhance Videos of a Static Scene,  Eurographics Symposium on Rendering (EGSR) 2007.


Video Synthesis

Shachar Fleishman, Daniel Cohen-Or, Iddo Drori, Tommer Leyvand and Hezy Yeshurun. Video operations in the gradient domain. Technical report, Tel-Aviv Univ, 2004.
 
Hongcheng Wang, Ramesh Raskar, and Narendra Ahuja. High dynamic range video using split aperture camera. In IEEE 6th Workshop on Omnidirectional Vision, Camera Networks and Non-classical Cameras, Washington, DC, USA, 2005. IEEE Computer Society.
 
Hongcheng Wang, Ramesh Raskar, and Narendra Ahuja. Seamless video editing. In ICPR ’04: Proceedings of the Pattern Recognition, 17th International Conference on (ICPR’04) Volume 3, pages 858–861, Washington, DC, USA, 2004. IEEE Computer Society.
 
Hongcheng Wang, Ning Xu, Ramesh Raskar, and Narendra Ahuja. Videoshop: A new framework for spatio-temporal video editing. In Proc. Conf. Computer Vision and Pattern Recognition, volume 2, page 1201, 2005.


High Dynamic Range Imaging

 R. Fattal, D. Lischinski, and M. Werman. Gradient Domain High Dynamic Range Compression. In Proceedings of SIGGRAPH 2002, pages 249–256. ACM SIGGRAPH, 2002.
 
Hongcheng Wang, Ramesh Raskar, and Narendra Ahuja. High dynamic range video using split aperture camera. In IEEE 6th Workshop on Omnidirectional Vision, Camera Networks and Non-classical Cameras, Washington, DC, USA, 2005. IEEE Computer Society.
 
J. Tumblin, A. Agrawal, and R. Raskar. Why I want a gradient camera. In Proc. Conf. Computer Vision and Pattern Recognition, volume 1, pages 103–110, June 2005.


Reconstruction from Gradients/Interpolation

Taucs, a library of sparse linear solvers, tel-aviv university, 2003.

A. J. Roberts. Simple and fast multigrid solution of Poisson’s equation using diagonally oriented grids. ANZIAM J., 43(E):E1–E36, July 2001.
 
Henson, V. E. and Briggs, W. L. and S. F. Mccormick, editors. A Multigrid Tutorial, second ed. Society for Industrial and Applied Mathematics, Philadelphia., 2000.
 
Y. Saad. Iterative Methods for Sparse Linear Systems. SIAM, 2nd edition, 2003.
 
A. P. Pentland. Interpolation using wavelet bases. IEEE Trans. Pattern Anal. Machine Intell., 16:410–414, 1994.
 
D. Terzopoulos. Multilevel computational processes for visual surface reconstruction. Computer Vision, Graphics, and Image Processing, 24:5296, 1983.
 
M.-H. Yaou and W.-T. Chang. Fast surface interpolation using multiresolution wavelets. IEEE Trans. Pattern Anal. Machine Intell., 16:673–689, 1994.
 
R. T. Frankot and R. Chellappa. A method for enforcing integrability in shape from shading algorithms. IEEE Trans. Pattern Anal. Machine Intell., 10(4):439–451, July 1988.
 
T. Simchony, R. Chellappa, and M. Shao. Direct analytical methods for solving poisson equations in computer vision problems. IEEE Trans. Pattern Anal. Machine Intell., 12(5):435–446, May 1990.
 
A. Agrawal, R. Raskar, and R. Chellappa. What is the range of surface reconstructions from a gradient field? In Proc. European Conf. Computer Vision, May 2006.
 
A. Agrawal, R. Chellappa, and R. Raskar. An algebraic approach to surface reconstruction from gradient fields. In Proc. Int’l Conf. Computer Vision, volume 1, pages 174–181, October 2005.
 
P. Kovesi. Shapelets correlated with surface normals produce surfaces. In Proc. Int’l Conf. Computer Vision, pages 994–1001, 2005.
 
R. Szeliski. Fast surface interpolation using hierarchical basis functions. IEEE Trans. Pattern Anal. Mach. Intell., 12(6):513–528, 1990.
 
Richard Szeliski. Locally adapted hierarchical basis preconditioning. ACM Transactions on Graphics, 25(3):1135–1143, July 2006.
 
M.J. Brooks and B.K.P. Horn. Shape and source from shading. In Proc. Intl. Joint Conf. Artif. Intelli., pages 932–936, 1985.
 
Numerical Recipies in C. Cambridge University Press.
 
B. Karacali and W. Snyder. Noise reduction in surface reconstruction from a given gradient field. Int’l J. Computer Vision, 60(1):25–44, 2004.
 
T.Wei and R.Klette. Regularization method for depth recovery from noisy gradient vector fields. In Proc. Image and Vision Computing New Zealand (IVCNZ), pages 53–58, 2002.


Photometric Stereo, Shape from Shading & Phase Unwrapping

M.J. Brooks and B.K.P. Horn. Shape and source from shading. In Proc. Intl. Joint Conf. Artif. Intelli., pages 932–936, 1985.
 
B.K.P. Horn. Height and gradient from shading. Int’l J. Computer Vision, 5(1):37– 75, 1990.
 
R.J. Woodham, BKP. Horn, and Silver W. Determining Shape and Reflectance Using Multiple Images . In AI-Memo ’t90, 1978.
 
I. Horovitz and N. Kiryati. Depth from gradient fields and control points: bias correction in photometric stereo. Image Vision Computing, 22(9):681–694, 2004.
 
K. Ikeuchi and B.K.P. Horn. Numerical shape from shading and occluding boundaries. Artificial Intelligence, 17:141–184, 1981.
 
B.K.P. Horn and M. Brooks, editors. Shape from Shading. The MIT Press, July 1989.
 
I. Horovitz and N. Kiryati. Depth from gradient fields and control points: Bias correction in photometric stereo. Image and Vision Computing, 22:681–694, 2004.
 
R.J. Woodham. Photometric method for determining surface orientation from multiple images. OptEng, 19(1):139–144, 1980.
 

Mesh Editing

Olga Sorkine, Daniel Cohen-Or, Yaron Lipman, Marc Alexa, Christian Rossl, and Hans-Peter Seidel. Laplacian surface editing. In Eurographics / ACM SIGGRAPH Symposium on Geometry Processing, pages 175–184, July 2004.

Y. Yu, K. Zhou, D. Xu, X. Shi, H. Bao, B. Guo, and H.Y. Shum. Mesh editing with poisson-based gradient field manipulation. ACM Trans. Graph., 23(3):644–651, 2004.
 
Michael Kazhdan, Matthew Bolitho, and Hugues Hoppe. Poisson surface reconstruction. In Fourth Eurographics Symposium on Geometry Processing, pages 61– 70, June 2006.
 
Jin Huang, Xiaohan Shi, Xinguo Liu, Kun Zhou, Li-Yi Wei, Shang-Hua Teng, Hujun Bao, Baining Guo, and Heung-Yeung Shum. Subspace gradient domain mesh deformation. ACM Transactions on Graphics, 25(3):1126–1134, July 2006.
 
Dong Xu, Hongxin Zhang, Qing Wang, and Hujun Bao. Poisson shape interpolation. In SPM ’05: Proceedings of the 2005 ACM symposium on Solid and physical modeling, pages 267–274, New York, NY, USA, 2005. ACM Press.


Texture

Yanwen Guo, Jin Wang, Xiang Zeng, Zhongyi Xie, Hanqiu Sun, and Qunsheng Peng. Image and video retexturing. Computer Animation and Virtual Worlds, 16(34):451–461, 2005.
 
Ramesh Raskar, Kar-Han Tan, Rogerio Feris, Jingyi Yu, and Matthew Turk. Non-photorealistic camera: depth edge detection and stylized rendering using multi-flash imaging. ACM Trans. Graph., 23(3):679–688, 2004.
 
Others
 
Amy A. Gooch, Sven C. Olsen, Jack Tumblin, and Bruce Gooch. Color2gray: salience-preserving color removal. ACM Transactions on Graphics, 24(3):634– 639, August 2005.
 
R. Raskar, R. Feris, M. Turk, and K. Tan. Specular reflection reduction with multiflash photography. International Journal of the Brazilian Computer Society, 2005.

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