0621134: Digital Image Processing (Seminar)
(Spring-Summer 2007)
Announcements General Description Texts Grading Syllabus
| Times | Friday (9:00-11:00) |
| Room | Yuquan Campus, Ouyangchunmei Building Room 314 |
| Instructor | Dr. Ligang Liu ( ligangliu@zju.edu.cn ) |
| Phone | (+86) 571-8795-3668 |
| Credit | 2 |
| Prerequisite | Computer Graphics, C/C++, MFC, OpenGL/DirectX |
| Webpage | http://www.math.zju.edu.cn/ligangliu/Courses/Image_2006-2007/default.htm |
|
There is a substantial body of scientific knowledge about computer processing of visual information and the future promises even greater developments. The subject is cross-disciplinary, drawing on mathematics and statistics, physics, electrical and optical engineering, physiology, and information theory, as well as computer science, and has many applications including remote sensing, space exploration, surveillance, manufacturing, robotics, and medicine. The topics to be covered include image acquisition; image data structures; image operations (arithmetic, geometric, logical, convolution, transforms, etc.); and basic problems (calibration, correction, enhancement, restoration, reconstruction, segmentation, compression, etc.). These topics are applicable to many applications.
|
References:
Many
researchers' courseware
Various
journal papers, conference papers, or WWW materials as appropriate.
Credit toward the semester grade will be allocated to each of the components as indicated in the following table.
| Report | 40% |
| Projects | 20% |
| Literature survey and report | 40% |
Note: No final examination will be held in the end of this course. Programming projects and literature survey report are both required. More information will be provided in the class.
|
Week |
Date |
Topic |
Papers |
Speaker |
PPT |
| 1 | 03.02 | Introduction |
Introduction Image Research Topics |
刘利刚 | |
| 2 | 03.09 | Texture synthesis | * Vivek Kwatra et al. Texture Optimization for Example-based Synthesis. Siggraph 2005. | 陈仁杰 | PPT |
| 3 | 03.16 | Hybrid image | * Aude Oliva et al. Hybrid Images. Siggraph 2006. | 张冬梅 | PPT |
| Colorization |
* T. Welsh et al. Transferring
color to greyscale images. Siggraph 2002. * K. Rasche, R. Geist, J. Westall. Re-coloring Images for Gamuts of Lower Dimension. Eurographics 2005. * R. Irony, D. Cohen-Or, D. Lischinski. Colorization by Example. Eurographics Symposium on Rendering 2005. |
李沃若 | PPT | ||
| 4 | 03.23 | Image warping and morphing |
* Scott Schaefer, Travis McPhail, Joe Warren. Image
Deformation Using Moving Least Squares. Siggraph 2006. * Eyal Carmel and Daniel Cohen-Or. Warp-guided Object-space Morphing. The Visual Computer.1997,13(9-10): 465～478. |
孟 敏 | PPT |
| Transplanting |
* P. Perez, M. Gangnet, A. Blake. Poisson Image Editing.
Siggraph 2003. * Jiaya Jia et al. Drag-and-drop pasting. Siggraph 2006. |
陈 军 | PPT | ||
| 5 | 03.30 | Exposure synthesis | * Jiaya Jia et al. Bayesian correction of image intensity with spatial consideration. ECCV 2004. | 林彬彬 | PPT |
| Flash synthesis |
* G.Petschnigg et al. Digital
photography with flash and no-flash image pairs. Siggraph 2004. * E. Eisemann and F. Durand. Flash photography enhancement via intrinsic relighting. Siggraph 2004. |
朱 薇 | PPT | ||
| 6 | 04.06 | Shake removal | * R. Fergus et al. Removing Camera Shake from a Single Photograph, Siggraph 2006. | 徐 寅 | PPT |
| Image Stitching | * A. Levin, A. Zomet, S. Peleg, Y. Weiss. Seamless Image Stitching in the Gradient Domain. Proceedings of ECCV 2004. | 张丰伟 | PPT | ||
| 7 | 04.20 | Sketching UI | * D. Sykora, J. Burianek, J. Zara. Sketching Cartoons by example. Eurographics Workshop on Sketch-Based Interfaces and Modeling, 2005. | 冯敬真 | PPT |
|
* T. Igarashi, S. Matsuoka, H. Tanaka. Teddy: A Sketching
Interface for 3D Freeform Design. Siggraph 1999. * O. Karpenko, J. Hughes. SmoothSketch: 3D free-form shapes from complex sketches. Siggraph 2006. |
郑友怡 | PPT | |||
| 8 | 04.27 | Bilateral Filtering |
* C. Tomasi and R. Manduchi. Bilateral Filtering for Gray and
Color Images. * Chad Serrant. Non Photorealistic Focus Using Bilateral Filtering. |
蔡鸿杰 | PPT |
| Filtering | * F. Durand and J. Dorsey. Fast bilateral filtering for the display of high-dynamic-range images. Siggraph 2002. | 庄成明 | PPT | ||
| 9 | 05.11 | Matting |
* Y.Y. Chuang, B. Curless et al.
A bayesian approach to digital matting. Proceedings of CVPR, 2001, 264-271. * Jian Sun, Jiaya Jia, Chi-Keung Tang and Heung-Yeung Shum. Poisson Matting. SIGGRAPH 2004, Vol. 23, pp. 315-321 * Jian Sun et al. Flash Matting. Siggraph 2006. |
蔡庆重 | PPT |
| Photomontage | * A. Agarwala et al. Interactive digital photomontage. Siggraph 2004. | 狄建涛 | PPT | ||
| 10 | 05.18 | Snake |
* M. Kass, A. Witkin and D. Terzopoulos. Snakes: Active contour
models. International journal of computer vision. 321-331, 1988. * G. Giraldi, A. Oliverira. Snake models. * M. Bertalmio, G. Sapio, G. Randall. Morphing active contours. IEEE Transactions on PAMI, 22(7), 2000 * Stephan Bischoff, Leif Kobbelt. Snakes with topology control. The Visual Computer. |
施红星 | PPT |
| Variational PDE |
* Tony F. Chan, Jianhong Shen, and Luminita Vese. Variational PDE
Models in Image Processing. * Vicent Caselles, Jean-Michel Morel, Guillermo Sapiro, Allen Tannenbaum. Introduction to the Special Issue on Partial Differential Equations and Geometry-Driven Diffusion in Image Processing and Analysis. IEEE Transactions on Image Processing, 7(3): 269-273, 1998. |
邓会鹏 | PPT | ||
| 11 | 05.25 | Vector field |
* Greg Turk and David Banks. Image-Guided Streamline
Placement. * Bruno Jobard and W. Lefer. Creating evenly-spaced streamlines of arbitrary density. * Xavier Tricoche, Xiaoqiang Zheng, Alex Pang. visualizing the topology of symmetric, second-order, time-varying two-dimensional tensor fields. * Thomas Wischgoll and Joerg Meyer. Topological Features in Vector Fields. |
马昊迪 | PPT |
| Tour into picture |
* K. Anjyo. Tour into picture. Siggraph 1999 * D. Hoiem, A. Efros, M. Hebert. Automatic Photo Pop-up. Siggraph 2005. |
林成春 | PPT | ||
| 12 | 06.08 | Decomposition | * J. Aujol and S. H. Kang. Color image decomposition and restoration. | 周 联 | PPT |
| Segmentation |
* J. Shi and J. Malik, Normalized cuts and image segmentation,
IEEE TPAMI, 22, 2000 * Y. Weiss, Segmentation using eigenvectors: a unifying view. ICCV, 1999 |
周红光 | PPT | ||
| 13 | 06.22 | Mosaic | * A. Hausner. Simulating decorative mosaics. Siggraph 2001. | 刘 颖 | PPT |
|
Image statistics |
* E. Reinhard et al. Natural image statistics for computer graphics. |
刘 羽 |
PPT | ||
| 14 | 06.29 | Watermarking | * G. Voyatzis, N. Nikolaidis, I. Pitas. Digital watermarking: an overview. | 武丹 | PPT |
| GraphCut |
*
Yuri Y. Boykov, Marie-Pierre Jolly. Interactive Graph
Cuts for Optimal Boundary & Region Segmentation of Objects in N-D
Images. ICCV, 2001. * P.F. Felzenszwalb, D.P. Huttenlocher. Efficient Graph-Based Image Segmentation. IJCV 2004. * Y. Li, J. Sun, C.K. Tang, H.Y. Shum. Lazy snapping. Siggraph 2004. |
金亮 | PPT | ||
| Fast Presentation of Summary | All | PPT |
Send any comments or
suggestions to Dr. Ligang Liu,
ligangliu@zju.edu.cn
Copyright © 2007, Ligang Liu
Last modified: June 29, 2007