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bilateral filters
graph cut
edge aware filters
gradient domain processing
video stabilization
image deblurring
high dynamic range imaging
super-resolution
media retargeting
image editing
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Readings
Bilateral filters
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Bilateral Filtering: Theory and Applications,
S. Paris, P. Kornprobst, J. Tumblin and F. Durand,
Fundations adn Trends in Computer Graphics and Vision, 2009.
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A Fast Approximation of the Bilateral Filter Using a Signal Processing Approach,
S. Paris and F. Durand,
IJCV, 2009.
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Real-Time Edge-Aware Image Processing with the Bilateral Grid,
J. Chen, S. Paris, F. Durand
SIGGRAPH 2007.
- Real-Time O(1) Bilateral Filtering,
Q. Yang, K.-H. Tan, N. Ahuja,
CVPR 2009.
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Gaussian KD-Trees for Fast High-Dimensional iltering,
. Adams, N. Gelfand, J. Dolson, M. Levoy
SIGGRAPH 2009.
Edge aware filters
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Edge-Preserving Decompositions for Multi-Scale Tone and Detail Manipulation,
Z. Farbman, R. Fattal, D. Lischinski, R. Szeliski,
SIGGRAPH 2008.
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Edge-Avoiding Wavelets and Their Applications,
R. Fattal,
SIGGRAPH 2009.
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Edge-Preserving Multiscale Image Decomposition Based on Local Extrema,
K. Subr, C. Soler, F. Durand,
SIGGRAPH Asia 2009.
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Diffusion Maps for Edge-Aware Image Editing,
Z. Farbman, R. Fattal, D. Lischinski,
SIGGRAPH Asia 2010.
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Domain Transform for Edge-Aware Image and Video Processing,
E. Gastal, M. Oliveira,
SIGGRAPH 2011.
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Local Laplacian Filters: Edge-Aware Image Processing with a Laplacian Pyramid,
S. Paris, S. Hasinoff, J. Kautz,
SIGGRAPH 2011.
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Image smoothing via L0 Gradient Minimization,
L. Xu, C. Lu, Y. Xu, J. Jia
SIGGRAPH Asia 2011
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SVM for Edge-Preserving Filtering,
Q. Yang, L. Wang, N. Ahuja
CVPR 2010.
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Guided Image Filtering,
K. He, J. Sun, X. Tang,
ECCV 2010.
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Geodesic Image and Video Editing,
A. Criminisi, T. Sharp, C. Rother, P. Perez
ACM TOG 2010.
Graph cut
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Graph Cuts in Vision and Graphics: Theories and Applications,
Y. Boykov, O. Veksler,
In Handbook of Mathematical Models in Computer Vision.
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Interactive Digital Photomontage,
A. Agarwala, M. Dontcheva, M. Agrawala, S. Drucker, A. Colburn, B. Curless, D. Salesin, M. Cohen,
ACM SIGGAPH 2004.
Gradient domain processing
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Poisson Image Editing,
P. Perez, M. Gangnet, A. Blake,
SIGGAPH 2003
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Drag and Drop Pasting,
J. Jia, J. Sun, C.-K. Tang, H.-Y. Shum,
SIGGAPH 2006
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Efficient Gradient-Domain Compositing Using Quadtrees,
A. Agarwala
SIGGRAPH 2007
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Real-Time Gradient-Domain Painting,
J. McCann, N. Pollard
SIGGRAPH 2008
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A GPU Laplacian Solver for Diffusion Curves and Poisson Image Editing,
S. Jeschke, D. Cline, P. Wonka
SIGGRAPH Asia 2009
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GradientShop: A Gradient-Domain Optimization Framework for Image and Video Filtering,
P. Bhat, C. L. Zitnick, M. Cohen, B. Curless
ACM TOG 2010
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Coordinates for Instant Image Cloning,
Z. Farbman, G. Hoffer, Y. Lipman, D. Cohen-Or, D. Lischinski
SIGGAPH 2009
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Convolution Pyramids,
Z. Farbman, R. Fattal, D. Lischinski
SIGGRAPH Asia 2011
Video stabilization
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Full-Frame Video Stabilization with Motion Inpainting,
Y. Matsushita, E. Ofek, W. Ge, X. Tang, H.-Y. Shum,
PAMI 2006
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Re-Cinematography: Improving the Camerawork of Casual Video,
M. Gleicher, F. Liu,
ACM TOMCCAP 2008
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Content-Preserving Warps for 3D Video Stabilization,
F. Liu, M. Gleicher, H. Jin, A. Agarwala,
SIGGRAPH 2009
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Video Stabilization using Robust Feature Trajectories,
K.-Y. Lee, Y.-Y. Chuang, B.-Y. Chen, M. Ouhyoung,
ICCV 2009
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Subspace Video Stabilization,
F. Liu, M. Gleicher, J. Wang, H. Jin, A. Agarwala,
ACM TOG 2011
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Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths,
M. Grundmann, V. Kwatra, I. Essa,
CVPR 2011
Image deblurring
Translational invariant kernels
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Removing Camera Shake from a Single Photograph,
R. Fergus, B. Singh, A. Hertzmann, S. Roweis, W. Freeman,
SIGGRAPH 2006.
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Blind Motion Deblurring Using Image Statistics,
A. Levin,
NIPS 2006.
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Image Deblurring with Blurred/Noisy Image Pairs,
L. Yuan, J. sun, L. Quan, H.-Y. Shum,
SIGGRAPH 2007.
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Progressive Inter-scale and Intra-scale Non-blind Image Deconvolution,
L. Yuan, J. sun, L. Quan, H.-Y. Shum,.
SIGGRAPH 2008.
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High-Quality Motion Deblurring from a Single Image,
Q. Shan, J. Jia, A. Agarwala,
SIGGRAPH 2008.
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Fast Motion Deblurring,
S. Cho, S. Lee,
SIGGRAPH Asia 2009.
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Coded Exposure Photography: Motion Deblurring using Fluttered Shutter,
R. Raskar, A. Agrawal, J. Tumblin,
SIGGRAPH 2006.
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Invertible Motion Blur in Video,
A. Agrawal, Y. Xu, R. Raskar,
SIGGRAPH 2009.
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Understanding and evaluating blind deconvolution algorithms,
A. Levin, Y. Weiss, F. Durand, W. T. Freeman,
CVPR 2009.
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Blur kernel estimation using the Radon Transform,
T. S. Cho, S. Paris, B. Horn, W. Freeman,
CVPR 2011.
Spatially varying kernels
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Non-uniform Deblurring for Shaken Images,
O. Whyte, J. Sivic, A. Zisserman, J. Ponce,
CVPR 2010.
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Image Deblurring using Inertial Measurement Sensors,
N. Joshi, S. B. Kang, C. L. Zitnick, R. Szeliski,
SIGGRAPH 2010.
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Single Image Deblurring Using Motion Density Functions,
A. Gupta, N. Joshi, L. Zitnick, M. Cohen, B. Curless,
ECCV 2010.
high dynamic range imaging
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Recovering High Dynamic Range Radiance Maps from Photographs,
Paul E. Debevec, Jitendra Malik,
SIGGRAPH 1997.
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Radiometric Self Calibration,
Tomoo Mitsunaga, Shree Nayar,
CVPR 1999.
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Estimation-Theoretic Approach to Dynamic Range Enhancement using Multiple Exposures,
Mark Robertson, Sean Borman, Robert Stevenson,
Journal of Electronic Imaging 2003.
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Fast Robust Image Registration for Compositing High Dynamic Range Photographs from Hand-held Exposures,
G. Ward,
jgt 2003.
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LCIS: A Boundary Hierarchy for Detail-Preserving Contrast Reduction,
Jack Tumblin, Greg Turk,
SIGGRAPH 1999.
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Gradient Domain High Dynamic Range Compression,
Raanan Fattal, Dani Lischinski, Michael Werman,
SIGGRAPH 2002.
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Fast Bilateral Filtering for the Display of High Dynamic Range Images,
Fredo Durand, Julie Dorsey,
SIGGRAPH 2002.
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Photographics Tone Reproduction for Digital Images,
Erik Reinhard, Michael Stark, Peter Shirley, Jim Ferwerda,
SIGGRAPH 2002.
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Evaluation of Tone Mapping Operators using a High Dynamic Range Display,
Patrick Ledda, Alan Chalmers, Tom Troscianko, Helge Seetzen,
SIGGRAPH 2005.
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Evaluating HDR Rendering Algorithms,
Jiangtao Kuang, Hiroshi Yamaguchi, Changmeng Liu, Garrett Johnson, Mark Fairchild,
ACM Transactions on Applied Perception, 2007.
super-resolution
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Fast and Robust Multiframe Super Resolution,
S. Farsiu, M. Robinson, M. Elad, P. Milanfar,
IEEE TIP 2004
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Example-based Super-resolution,
W. Freeman, T. Jones, E. Pasztor,
IEEE CG&A 2002
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Super-resolution from a Single Image,
D. Glasner, S. Bagon, M. Irani,
ICCV 2009
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Image and Video Upscaling from Local Self-Examples,
Gilad Freeman, Raanan Fattal,
TOG 2011
[slides]
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Image Upsampling via Imposed Edge Statistics,
R. Fattal,
SIGGRAPH 2007
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Image Super-resolution via Sparse Representation,
J. Yang, J. Wright, T. Huang, Y. Ma,
IEEE TIP 2010
media retargeting
Discrete appraoches
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Seam Carving for Content-Aware Image Resizing,
S. Avidan, A. Shamir,
SIGGRAPH 2007
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Improved Seam Carving for Video Retargeting,
M. Rubinstein, A. Shamir, S. Avidan,
SIGGRAPH 2008
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Summarizing Visual Data Using Bidirectional Similarity,
D. Simakov, Y. Caspi, E. Shechtman, M. Irani,
CVPR 2008
Continuous appraoches
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Non-homogeneous Content-driven Video-retargeting,
L. Wolf, M. Guttmann, D. Cohen-Or,
ICCV 2007
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Optimized Scale-and-Stretch for Image Resizing,
Y.-S. Wang, C.-L. Tai, O. Sorkine, T.-Y. Lee,
SIGGRAPH Asia 2008
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A Shape Preserving Approach for Image Resizing,
G.-X. Zhang, M.-M. Cheng, S.-M. Hu, R. Martin,
Pacific Graphics 2009
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Compressibility-Aware Media Retargeting with Structure Preserving,
S.-F. Wang, S.-H. Lai,
TIP 2011
Hybrid appraoches
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Multi Operator Media Retargeting,
M. Rubinstein, A. Shamir, S. Avidan,
SIGGRAPH 2009
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Optimized Image Resizing Using Seam Carving and Scaling,
W. Dong, N. Zhou, J.-C. Paul, X. Zhang,
SIGGRAPH Asia 2009
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Resizing by Symmetry-Summarization,
H. Wu, Y.-S. Wang, K.-C. Feng, T.-T. Wang, T.-Y. Lee, P.-A. Heng,
SIGGRAPH Asia 2010
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A comparative study of image retargeting,
M. Rubinstein, D. Gutierrez, O. Sorkine, A. Shamir,
SIGGRAPH Asia 2010
Video retargeting
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Non-homogeneous Content-driven Video-retargeting,
L. Wolf, M. Guttmann, D. Cohen-Or,
ICCV 2007
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Improved Seam Carving for Video Retargeting,
M. Rubinstein, A. Shamir, S. Avidan,
SIGGRAPH 2008
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A system for Reatrgeting of Streaming Video,
P. Krahenbuhl, M. Lang, A. Hornung, M. Gross,
SIGGRAPH Asia 2009
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Motion-Aware Temporal Coherence for Video Resizing,
Y.-S. Wang, H. Fu, O. Sorkine, T.-Y. Lee, H.-P. Seidel,
SIGGRAPH Asia 2009
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Warp Propagation for Video Resizing,
Y. Niu, F. Liu, X. Li, M. Gleicher,
CVPR 2010
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Motion-based Video Retargeting with Optimized Crop-and-Warp,
Y.-S. Wang, H.-C. Lin, O. Sorkine, T.-Y. Lee,
SIGGRAPH 2010
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Scalable and Coherent Video Resizing with Per-Frame Optimization,
Y.-S. Wang, J.-H. Hsiao, O. Sorkine, T.-Y. Lee,
SIGGRAPH 2011
Image editing
Stroke-based editing
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Colorization using Optimization,
A. Levin, D. Lischinski, Y. Weiss,
SIGGRAPH 2004
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Interactive Local Adjustment of Tonal Values,
D. Lischinski, Z. Farbman, M. Uyttendaele, R. Szeliski,
SIGGRAPH 2006
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AppProp: All-Pairs Appearance-Space Edit Propagation,
X. An, F. Pellacini,
SIGGRAPH 2008
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Efficient Affinity-based Edit Propagation using K-D Tree,
K. Xu, Y. Li, T. Ju, S.-N. Hu, T.-Q. Liu,
SIGGRAPH Asia 2009
Patch-based editing
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Summarizing Visual Data Using Bidirectional Similarity,
D. Simakov, Y. Caspi, E. Shechtman, M. Irani,
CVPR 2008
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The patch transform and its applications to image editing,
T. S. Cho, M. Butman, S. Avidan, W. Freeman,
CVPR 2008
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Shift-Map Image Editing,
Y. Pritch, E. Kav-Venaki, S. Peleg,
ICCV 2009
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PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing,
C. Barnes, E. Shechtmanm, A. Finkelstein, D. Goldman,
SIGGRAPH 2009
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The Generalized PatchMatch Correspondence Algorithm,
C. Barnes, E. Shechtmanm, D. Goldman, A. Finkelstein,
ECCV 2010
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Non-Rigid Dense Correspondence with Applications for Image Enhancement,
Y. HaCohen, E. Shechtmanm, D. Goldman, D. Lischinski,
SIGGRAPH 2011
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Coherency Sensitive Hashing,
S. Korman, S. Avidan,
ICCV 2011
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