計算攝影學論文集錦

此文轉自臺大資工系暨研究所Yung-Yu Chuang教授的教學資源。

Readings

Bilateral filters

• Bilateral Filtering: Theory and Applications, S. Paris, P.Kornprobst, J. Tumblin and F. Durand, Fundations adn Trends in Computer Graphics and Vision, 2009.
• A Fast Approximation of the Bilateral Filter Using a Signal Processing Approach, S. Paris and F. Durand, IJCV, 2009.
• 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.
• Gaussian KD-Trees for Fast High-Dimensional iltering, . Adams, N.
  Gelfand, J. Dolson, M. Levoy SIGGRAPH 2009.

Edge aware filters

• Edge-Preserving Decompositions for Multi-Scale Tone and Detail Manipulation, Z. Farbman, R. Fattal, D. Lischinski, R. Szeliski,SIGGRAPH 2008.
• Edge-Avoiding Wavelets and Their Applications, R. Fattal, SIGGRAPH 2009.
• Edge-Preserving Multiscale Image Decomposition Based on Local Extrema, K.Subr, C. Soler, F. Durand, SIGGRAPH Asia 2009.
• Diffusion Maps for Edge-Aware Image Editing, Z. Farbman, R. Fattal, D. Lischinski, SIGGRAPH Asia 2010.
• Domain Transform for Edge-Aware Image and Video Processing, E. Gastal, M. Oliveira, SIGGRAPH 2011.
• Local Laplacian Filters: Edge-Aware Image Processing with a Laplacian Pyramid, S. Paris, S. Hasinoff, J. Kautz, SIGGRAPH 2011.
• Image smoothing via L0 Gradient Minimization, L. Xu, C. Lu, Y. Xu, J. Jia SIGGRAPH Asia 2011
• SVM for Edge-Preserving Filtering, Q. Yang, L. Wang, N. Ahuja CVPR 2010.
• Guided Image Filtering, K. He, J. Sun, X. Tang, ECCV 2010.
• Geodesic Image and Video Editing, A. Criminisi, T. Sharp, C. Rother, P. Perez ACM TOG 2010.

Graph cut

• Graph Cuts in Vision and Graphics: Theories and Applications, Y. Boykov, O. Veksler, In Handbook of Mathematical Models in Computer Vision.
• 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

• Poisson Image Editing, P. Perez, M. Gangnet, A. Blake, SIGGAPH 2003
• Drag and Drop Pasting, J. Jia, J. Sun, C.-K. Tang, H.-Y. Shum, SIGGAPH 2006
• Efficient Gradient-Domain Compositing Using Quadtrees, A. Agarwala SIGGRAPH 2007
• Real-Time Gradient-Domain Painting, J. McCann, N. Pollard SIGGRAPH 2008
• A GPU Laplacian Solver for Diffusion Curves and Poisson Image Editing, S. Jeschke, D. Cline, P. Wonka SIGGRAPH Asia 2009
• GradientShop: A Gradient-Domain Optimization Framework for Image and Video Filtering, P. Bhat, C. L. Zitnick, M. Cohen, B. Curless ACM TOG 2010
• Coordinates for Instant Image Cloning, Z. Farbman, G. Hoffer, Y. Lipman, D. Cohen-Or, D. Lischinski SIGGAPH 2009
• Convolution Pyramids, Z. Farbman, R. Fattal, D. Lischinski SIGGRAPH Asia 2011

Video stabilization

• Full-Frame Video Stabilization with Motion Inpainting, Y. Matsushita, E. Ofek, W. Ge, X. Tang, H.-Y. Shum, PAMI 2006
• Re-Cinematography: Improving the Camerawork of Casual Video, M. Gleicher, F. Liu, ACM TOMCCAP 2008
• Content-Preserving Warps for 3D Video Stabilization, F. Liu, M. Gleicher, H. Jin, A. Agarwala, SIGGRAPH 2009
• Video Stabilization using Robust Feature Trajectories, K.-Y. Lee, Y.-Y. Chuang, B.-Y. Chen, M. Ouhyoung, ICCV 2009
• Subspace Video Stabilization, F. Liu, M. Gleicher, J. Wang, H. Jin, A. Agarwala, ACM TOG 2011
• Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths, M. Grundmann, V. Kwatra, I. Essa, CVPR 2011

Image deblurring

Translational invariant kernels

• Removing Camera Shake from a Single Photograph, R. Fergus, B. Singh, A. Hertzmann, S. Roweis, W. Freeman, SIGGRAPH 2006.
• Blind Motion Deblurring Using Image Statistics, A. Levin, NIPS 2006.
• Image Deblurring with Blurred/Noisy Image Pairs, L. Yuan, J. sun, L. Quan, H.-Y. Shum, SIGGRAPH 2007.
• Progressive Inter-scale and Intra-scale Non-blind Image Deconvolution, L. Yuan, J. sun, L. Quan, H.-Y. Shum,. SIGGRAPH 2008.
• High-Quality Motion Deblurring from a Single Image, Q. Shan, J. Jia, A. Agarwala, SIGGRAPH 2008.
• Fast Motion Deblurring, S. Cho, S. Lee, SIGGRAPH Asia 2009.
• Coded Exposure Photography: Motion Deblurring using Fluttered Shutter, R. Raskar, A. Agrawal, J. Tumblin, SIGGRAPH 2006.
• Invertible Motion Blur in Video, A. Agrawal, Y. Xu, R. Raskar, SIGGRAPH 2009.
• Understanding and evaluating blind deconvolution algorithms, A. Levin, Y. Weiss, F. Durand, W. T. Freeman, CVPR 2009.
• Blur kernel estimation using the Radon Transform, T. S. Cho, S. Paris, B. Horn, W. Freeman, CVPR 2011.

Spatially varying kernels

• Non-uniform Deblurring for Shaken Images, O. Whyte, J. Sivic, A. Zisserman, J. Ponce, CVPR 2010.
• Image Deblurring using Inertial Measurement Sensors, N. Joshi, S. B. Kang, C. L. Zitnick, R. Szeliski, SIGGRAPH 2010.
• Single Image Deblurring Using Motion Density Functions, A. Gupta, N. Joshi, L. Zitnick, M. Cohen, B. Curless, ECCV 2010.

high dynamic range imaging

• Recovering High Dynamic Range Radiance Maps from Photographs, Paul E. Debevec, Jitendra Malik, SIGGRAPH 1997.
• Radiometric Self Calibration, Tomoo Mitsunaga, Shree Nayar, CVPR 1999.
• Estimation-Theoretic Approach to Dynamic Range Enhancement using Multiple Exposures, Mark Robertson, Sean Borman, Robert Stevenson, Journal of Electronic Imaging 2003.
• Fast Robust Image Registration for Compositing High Dynamic Range Photographs from Hand-held Exposures, G. Ward, jgt 2003.
• LCIS: A Boundary Hierarchy for Detail-Preserving Contrast Reduction, Jack Tumblin, Greg Turk, SIGGRAPH 1999.
• Gradient Domain High Dynamic Range Compression, Raanan Fattal, Dani Lischinski, Michael Werman, SIGGRAPH 2002.
• Fast Bilateral Filtering for the Display of High Dynamic Range Images, Fredo Durand, Julie Dorsey, SIGGRAPH 2002.
• Photographics Tone Reproduction for Digital Images, Erik Reinhard, Michael Stark, Peter Shirley, Jim Ferwerda, SIGGRAPH 2002.
• Evaluation of Tone Mapping Operators using a High Dynamic Range Display, Patrick Ledda, Alan Chalmers, Tom Troscianko, Helge Seetzen, SIGGRAPH 2005.
• Evaluating HDR Rendering Algorithms, Jiangtao Kuang, Hiroshi Yamaguchi, Changmeng Liu, Garrett Johnson, Mark Fairchild, ACM Transactions on Applied Perception, 2007.

super-resolution

• Fast and Robust Multiframe Super Resolution, S. Farsiu, M. Robinson, M. Elad, P. Milanfar, IEEE TIP 2004
• Example-based Super-resolution, W. Freeman, T. Jones, E. Pasztor, IEEE CG&A 2002
• Super-resolution from a Single Image, D. Glasner, S. Bagon, M. Irani, ICCV 2009
• Image and Video Upscaling from Local Self-Examples, Gilad Freeman, Raanan Fattal, TOG 2011 [slides]
• Image Upsampling via Imposed Edge Statistics, R. Fattal, SIGGRAPH 2007
• Image Super-resolution via Sparse Representation, J. Yang, J. Wright, T. Huang, Y. Ma, IEEE TIP 2010

media retargeting

Discrete appraoches

• Seam Carving for Content-Aware Image Resizing, S. Avidan, A. Shamir, SIGGRAPH 2007
• Improved Seam Carving for Video Retargeting, M. Rubinstein, A. Shamir, S. Avidan, SIGGRAPH 2008
• Summarizing Visual Data Using Bidirectional Similarity, D. Simakov, Y. Caspi, E. Shechtman, M. Irani, CVPR 2008

Continuous appraoches

• Non-homogeneous Content-driven Video-retargeting, L. Wolf, M. Guttmann, D. Cohen-Or, ICCV 2007
• Optimized Scale-and-Stretch for Image Resizing, Y.-S. Wang, C.-L. Tai, O. Sorkine, T.-Y. Lee, SIGGRAPH Asia 2008
• A Shape Preserving Approach for Image Resizing, G.-X. Zhang, M.-M. Cheng, S.-M. Hu, R. Martin, Pacific Graphics 2009
• Compressibility-Aware Media Retargeting with Structure Preserving, S.-F. Wang, S.-H. Lai, TIP 2011

Hybrid appraoches

• Multi Operator Media Retargeting, M. Rubinstein, A. Shamir, S. Avidan, SIGGRAPH 2009
• Optimized Image Resizing Using Seam Carving and Scaling, W. Dong, N. Zhou, J.-C. Paul, X. Zhang, SIGGRAPH Asia 2009
• Resizing by Symmetry-Summarization, H. Wu, Y.-S. Wang, K.-C. Feng, T.-T. Wang, T.-Y. Lee, P.-A. Heng, SIGGRAPH Asia 2010
• A comparative study of image retargeting, M. Rubinstein, D. Gutierrez, O. Sorkine, A. Shamir, SIGGRAPH Asia 2010

Video retargeting

• Non-homogeneous Content-driven Video-retargeting, L. Wolf, M. Guttmann, D. Cohen-Or, ICCV 2007
• Improved Seam Carving for Video Retargeting, M. Rubinstein, A. Shamir, S. Avidan, SIGGRAPH 2008
• A system for Reatrgeting of Streaming Video, P. Krahenbuhl, M. Lang, A. Hornung, M. Gross, SIGGRAPH Asia 2009
• Motion-Aware Temporal Coherence for Video Resizing, Y.-S. Wang, H. Fu, O. Sorkine, T.-Y. Lee, H.-P. Seidel, SIGGRAPH Asia 2009
• Warp Propagation for Video Resizing, Y. Niu, F. Liu, X. Li, M. Gleicher, CVPR 2010
• Motion-based Video Retargeting with Optimized Crop-and-Warp, Y.-S. Wang, H.-C. Lin, O. Sorkine, T.-Y. Lee, SIGGRAPH 2010
• 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

• Colorization using Optimization, A. Levin, D. Lischinski, Y. Weiss, SIGGRAPH 2004
• Interactive Local Adjustment of Tonal Values, D. Lischinski, Z. Farbman, M. Uyttendaele, R. Szeliski, SIGGRAPH 2006
• AppProp: All-Pairs Appearance-Space Edit Propagation, X. An, F. Pellacini, SIGGRAPH 2008
• 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

• Summarizing Visual Data Using Bidirectional Similarity, D. Simakov, Y. Caspi, E. Shechtman, M. Irani, CVPR 2008
• The patch transform and its applications to image editing, T. S. Cho, M. Butman, S. Avidan, W. Freeman, CVPR 2008
• Shift-Map Image Editing, Y. Pritch, E. Kav-Venaki, S. Peleg, ICCV 2009
• PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing, C. Barnes, E. Shechtmanm, A. Finkelstein, D. Goldman, SIGGRAPH 2009
• The Generalized PatchMatch Correspondence Algorithm, C. Barnes, E. Shechtmanm, D. Goldman, A. Finkelstein, ECCV 2010
• Non-Rigid Dense Correspondence with Applications for Image Enhancement, Y. HaCohen, E. Shechtmanm, D. Goldman, D. Lischinski, SIGGRAPH 2011
• Coherency Sensitive Hashing, S. Korman, S. Avidan, ICCV 2011